• using R version 2.14.0 (2011-10-31)
  • using platform: i386-apple-darwin9.8.0 (32-bit)
  • using session charset: ASCII
  • checking for file 'micEconCES/DESCRIPTION' ... OK
  • this is package 'micEconCES' version '0.9-6'
  • checking package namespace information ... OK
  • checking package dependencies ... OK
  • checking if this is a source package ... OK
  • checking if there is a namespace ... OK
  • checking for executable files ... OK
  • checking whether package 'micEconCES' can be installed ... OK
  • checking installed package size ... OK
  • checking package directory ... OK
  • checking for portable file names ... OK
  • checking for sufficient/correct file permissions ... OK
  • checking DESCRIPTION meta-information ... OK
  • checking top-level files ... OK
  • checking index information ... OK
  • checking package subdirectories ... OK
  • checking R files for non-ASCII characters ... OK
  • checking R files for syntax errors ... OK
  • checking whether the package can be loaded ... OK
  • checking whether the package can be loaded with stated dependencies ... OK
  • checking whether the package can be unloaded cleanly ... OK
  • checking whether the namespace can be loaded with stated dependencies ... OK
  • checking whether the namespace can be unloaded cleanly ... OK
  • checking for unstated dependencies in R code ... OK
  • checking S3 generic/method consistency ... OK
  • checking replacement functions ... OK
  • checking foreign function calls ... OK
  • checking R code for possible problems ... OK
  • checking Rd files ... OK
  • checking Rd metadata ... OK
  • checking Rd cross-references ... OK
  • checking for missing documentation entries ... OK
  • checking for code/documentation mismatches ... OK
  • checking Rd \usage sections ... OK
  • checking Rd contents ... OK
  • checking for unstated dependencies in examples ... OK
  • checking contents of 'data' directory ... OK
  • checking data for non-ASCII characters ... OK
  • checking data for ASCII and uncompressed saves ... OK
  • checking sizes of PDF files under 'inst/doc' ... OK
  • checking examples ... OK
  • checking for unstated dependencies in tests ... OK
  • checking tests ... OK
    Running 'GermanIndustry.R'
    Comparing 'GermanIndustry.Rout' to 'GermanIndustry.Rout.save' ...19,34d18
    < Attaching package: 'boot'
    <
    < The following object(s) are masked from 'package:car':
    <
    < logit
    <
    < The following object(s) are masked from 'package:survival':
    <
    < aml
    <
    < The following object(s) are masked from 'package:lattice':
    <
    < melanoma
    <
    < Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-12)
    <
    239,241c223,225
    < [1] -15.9643147 -5.1147866 -2.0770890 -4.2501596 2.5223677 1.6391638
    < [7] 18.6956263 5.8808816 -3.9813324 15.8094471 -17.1709148 -5.5511647
    < [13] -0.1318196 8.4158518 8.0446058 2.5913168 -1.4035535 -10.4275331
    ---
    > [1] -15.9643152 -5.1147870 -2.0770894 -4.2501599 2.5223673 1.6391635
    > [7] 18.6956260 5.8808813 -3.9813328 15.8094467 -17.1709150 -5.5511648
    > [13] -0.1318197 8.4158517 8.0446057 2.5913168 -1.4035536 -10.4275331
    243c227
    < [25] -9.0994113 -15.9953230 -18.0181095 7.2377462 14.0156735 13.6889808
    ---
    > [25] -9.0994113 -15.9953229 -18.0181095 7.2377463 14.0156736 13.6889808
    324c308
    < 16.26212841 0.01003585 0.44146444 0.56384961 0.46046273 0.32619843
    ---
    > 16.30577691 0.01103546 0.47958123 0.52492469 0.26418263 0.25209687
    327c311
    < [1] 40094.21
    ---
    > [1] 41622.69
    331c315
    < 4596 1001
    ---
    > 4600 1001
    342c326
    < 16.26212841 0.01003585 0.44146444 0.56384961 0.46046273 0.32619843
    ---
    > 16.30577691 0.01103546 0.47958123 0.52492469 0.26418263 0.25209687
    346c330
    < 4596 1001
    ---
    > 4600 1001
    353c337
    < 0.6847145 0.7540350
    ---
    > 0.7910249 0.7986603
    376,380c360,364
    < [1] 507.9770 527.6177 543.9854 553.3099 579.0552 602.6391 605.7690
    < [8] 583.7925 610.7542 648.6353 742.0872 749.2280 757.4014 742.4644
    < [15] 753.5177 764.6911 792.1677 855.0422 847.2511 823.1723 816.0071
    < [22] 828.8274 841.8125 855.0537 859.9908 874.2606 954.1684 1003.4321
    < [29] 1036.1018 1032.0327 992.9387
    ---
    > [1] 510.7011 529.4884 545.7010 555.1540 580.8367 604.7159 606.9325
    > [8] 585.7330 613.7614 651.1258 738.4947 745.4010 754.0083 741.3703
    > [15] 752.7969 764.5824 792.8505 851.8112 844.4053 819.9699 813.5196
    > [22] 827.5005 841.1267 854.2383 860.1387 875.5007 954.6963 1004.0457
    > [29] 1037.6320 1034.2884 996.1327
    383,388c367,372
    < [1] -54.476993 -50.957696 -45.425417 -44.379929 -25.195190 -15.929050
    < [7] -6.529038 -2.382526 15.105805 37.314705 -19.817188 -14.667971
    < [13] 3.318621 58.475558 62.102283 66.108887 79.152253 4.997754
    < [19] -2.011082 -6.642287 12.922899 20.872629 26.327473 25.126280
    < [25] 8.559199 18.169363 -29.598431 -34.992129 -33.891790 -29.952705
    < [31] -53.468654
    ---
    > [1] -57.2010852 -52.8283612 -47.1409683 -46.2239612 -26.9766971 -18.0059365
    > [7] -7.6924952 -4.3230026 12.0985918 34.8242478 -16.2246514 -10.8410089
    > [13] 6.7117202 59.5697218 62.8230914 66.2176186 78.4694979 8.2288040
    > [19] 0.8346517 -3.4398980 15.4104098 22.1994533 27.0133004 25.9417279
    > [25] 8.4112950 16.9293367 -30.1262516 -35.6057435 -35.4219989 -32.2084379
    > [31] -56.6626861
    391c375
    < [1] 40094.21
    ---
    > [1] 41622.69
    395,400c379,384
    < gamma 1.100935e-01 -1.585771e-05 4.938495e-04 -1.479559e-03 6.938213e-03
    < lambda -1.585771e-05 2.154122e-08 -5.351512e-07 1.365427e-07 -4.582814e-07
    < delta_1 4.938495e-04 -5.351512e-07 1.835560e-03 8.975748e-04 -2.843083e-03
    < delta -1.479559e-03 1.365427e-07 8.975748e-04 5.146946e-04 -1.415081e-03
    < rho_1 6.938213e-03 -4.582814e-07 -2.843083e-03 -1.415081e-03 5.145668e-03
    < rho 6.336153e-04 3.486762e-07 1.823425e-03 1.014328e-03 -2.583125e-03
    ---
    > gamma 1.369697e-01 -1.359984e-05 -7.211369e-03 -7.378756e-03 1.633889e-02
    > lambda -1.359984e-05 2.145581e-08 -6.725820e-07 -1.069601e-08 -1.601911e-07
    > delta_1 -7.211369e-03 -6.725820e-07 1.500185e-03 1.069960e-03 -2.299630e-03
    > delta -7.378756e-03 -1.069601e-08 1.069960e-03 8.745816e-04 -1.643661e-03
    > rho_1 1.633889e-02 -1.601911e-07 -2.299630e-03 -1.643661e-03 4.014129e-03
    > rho -1.059202e-02 1.274167e-07 1.909945e-03 1.548169e-03 -2.737484e-03
    402,407c386,391
    < gamma 6.336153e-04
    < lambda 3.486762e-07
    < delta_1 1.823425e-03
    < delta 1.014328e-03
    < rho_1 -2.583125e-03
    < rho 2.145161e-03
    ---
    > gamma -1.059202e-02
    > lambda 1.274167e-07
    > delta_1 1.909945e-03
    > delta 1.548169e-03
    > rho_1 -2.737484e-03
    > rho 2.849297e-03
    420c404
    < 16.26213 0.01004 0.44146 0.56385 0.46046 0.32620
    ---
    > 16.30578 0.01104 0.47958 0.52492 0.26418 0.25210
    424c408
    < 0.6847 0.7540
    ---
    > 0.7910 0.7987
    437c421
    < Convergence NOT achieved after 4596 function and 1001 gradient calls
    ---
    > Convergence NOT achieved after 4600 function and 1001 gradient calls
    441,446c425,430
    < gamma 16.262128 11.932756 1.363 0.1729
    < lambda 0.010036 0.005278 1.901 0.0573 .
    < delta_1 0.441464 1.540793 0.287 0.7745
    < delta 0.563850 0.815896 0.691 0.4895
    < rho_1 0.460463 2.579769 0.178 0.8583
    < rho 0.326198 1.665674 0.196 0.8447
    ---
    > gamma 16.305777 13.561150 1.202 0.2292
    > lambda 0.011035 0.005367 2.056 0.0398 *
    > delta_1 0.479581 1.419243 0.338 0.7354
    > delta 0.524925 1.083638 0.484 0.6281
    > rho_1 0.264183 2.321560 0.114 0.9094
    > rho 0.252097 1.955929 0.129 0.8974
    450,451c434,435
    < Residual standard error: 35.96334
    < Multiple R-squared: 0.949379
    ---
    > Residual standard error: 36.64243
    > Multiple R-squared: 0.9474492
    455,456c439,440
    < E_1_2 (HM) 0.6847 1.2095 0.566 0.571
    < E_(1,2)_3 (AU) 0.7540 0.9470 0.796 0.426
    ---
    > E_1_2 (HM) 0.7910 1.4526 0.545 0.586
    > E_(1,2)_3 (AU) 0.7987 1.2476 0.640 0.522
    607c591
    < 2.801059e+00 2.060479e-02 2.420609e-10 7.215405e-01 7.183949e+00 6.000891e-02
    ---
    > 2.219197e+00 2.061856e-02 1.791957e-10 8.244662e-01 7.270425e+00 2.044910e-01
    610c594
    < [1] 3614.511
    ---
    > [1] 3608.443
    614c598
    < 2847 387
    ---
    > 3622 423
    625c609
    < 2.801059e+00 2.060479e-02 2.420609e-10 7.215405e-01 7.183949e+00 6.000891e-02
    ---
    > 2.219197e+00 2.061856e-02 1.791957e-10 8.244662e-01 7.270425e+00 2.044910e-01
    629c613
    < 2847 387
    ---
    > 3622 423
    636c620
    < 0.1221904 0.9433883
    ---
    > 0.1209128 0.8302262
    659,662c643,646
    < [1] 459.1621 478.5195 499.6271 513.5687 552.1799 586.1567 585.7182 579.3687
    < [9] 630.9392 674.0599 742.5735 743.3432 763.1942 791.7563 806.7861 827.1712
    < [17] 870.8633 867.1694 856.8884 811.5608 812.1852 843.8693 862.4537 861.2153
    < [25] 877.8293 908.0422 941.4543 961.5342 988.9804 989.9882 964.4967
    ---
    > [1] 458.9727 478.1133 499.2567 513.1940 552.1729 586.3482 585.5658 579.5233
    > [9] 631.6250 674.6328 742.5919 743.2681 763.1794 791.7982 806.8298 827.2163
    > [17] 870.8919 867.1759 856.8943 811.4703 812.1415 843.8903 862.4867 861.1693
    > [25] 877.7960 908.0750 941.5061 961.4954 988.9298 989.8906 964.4215
    665,670c649,654
    < [1] -5.6620964 -1.8594688 -1.0671010 -4.6386971 1.6801007 0.5533142
    < [7] 13.5218001 2.0412975 -5.0791616 11.8900884 -20.3035197 -8.7832365
    < [13] -2.4742166 9.1837408 8.8338693 3.6288017 0.4566854 -7.1294472
    < [19] -11.6484054 4.9692480 16.7448141 5.8306621 5.6863430 18.9646605
    < [25] -9.2793247 -15.6122197 -16.8842923 6.9057641 13.2296303 12.0918354
    < [31] -25.0267384
    ---
    > [1] -5.4726867 -1.4532849 -0.6966684 -4.2640499 1.6870843 0.3618191
    > [7] 13.6741512 1.8867144 -5.7650294 11.3171903 -20.3218531 -8.7081415
    > [13] -2.4594231 9.1418089 8.7902024 3.5836721 0.4281421 -7.1358730
    > [19] -11.6543369 5.0596507 16.7885302 5.8097311 5.6532738 19.0107419
    > [25] -9.2460027 -15.6450407 -16.9360666 6.9446288 13.2801691 12.1894327
    > [31] -24.9514803
    673c657
    < [1] 3614.511
    ---
    > [1] 3608.443
    677,682c661,666
    < gamma 9.089304e-01 1.986555e-05 -1.549694e-10 -1.565153e-01 2.308661e-01
    < lambda 1.986555e-05 3.448534e-09 -1.072215e-14 -3.598495e-06 1.472256e-05
    < delta_1 -1.549694e-10 -1.072215e-14 8.377517e-20 2.703398e-11 -1.200046e-10
    < delta -1.565153e-01 -3.598495e-06 2.703398e-11 2.697825e-02 -4.016516e-02
    < rho_1 2.308661e-01 1.472256e-05 -1.200046e-10 -4.016516e-02 1.723508e-01
    < rho -1.939784e-01 -4.626051e-06 3.379998e-11 3.346458e-02 -5.010943e-02
    ---
    > gamma 4.022836e-01 1.202657e-05 -7.281062e-11 -7.662002e-02 1.469366e-01
    > lambda 1.202657e-05 3.348843e-09 -7.798894e-15 -2.438221e-06 1.442060e-05
    > delta_1 -7.281062e-11 -7.798894e-15 4.617048e-20 1.411210e-11 -8.910053e-11
    > delta -7.662002e-02 -2.438221e-06 1.411210e-11 1.461107e-02 -2.838520e-02
    > rho_1 1.469366e-01 1.442060e-05 -8.910053e-11 -2.838520e-02 1.724101e-01
    > rho -1.317326e-01 -4.362189e-06 2.452564e-11 2.514458e-02 -4.921656e-02
    684,689c668,673
    < gamma -1.939784e-01
    < lambda -4.626051e-06
    < delta_1 3.379998e-11
    < delta 3.346458e-02
    < rho_1 -5.010943e-02
    < rho 4.154202e-02
    ---
    > gamma -1.317326e-01
    > lambda -4.362189e-06
    > delta_1 2.452564e-11
    > delta 2.514458e-02
    > rho_1 -4.921656e-02
    > rho 4.330423e-02
    702c686
    < 2.801e+00 2.060e-02 2.421e-10 7.215e-01 7.184e+00 6.001e-02
    ---
    > 2.219e+00 2.062e-02 1.792e-10 8.245e-01 7.270e+00 2.045e-01
    706c690
    < 0.1222 0.9434
    ---
    > 0.1209 0.8302
    719c703
    < Convergence achieved after 2847 function and 387 gradient calls
    ---
    > Convergence achieved after 3622 function and 423 gradient calls
    723,728c707,712
    < gamma 2.801e+00 1.029e+01 0.272 0.786
    < lambda 2.060e-02 6.341e-04 32.494 <2e-16 ***
    < delta_1 2.421e-10 3.125e-09 0.077 0.938
    < delta 7.215e-01 1.774e+00 0.407 0.684
    < rho_1 7.184e+00 4.483e+00 1.603 0.109
    < rho 6.001e-02 2.201e+00 0.027 0.978
    ---
    > gamma 2.219e+00 6.843e+00 0.324 0.746
    > lambda 2.062e-02 6.243e-04 33.024 <2e-16 ***
    > delta_1 1.792e-10 2.318e-09 0.077 0.938
    > delta 8.245e-01 1.304e+00 0.632 0.527
    > rho_1 7.270e+00 4.480e+00 1.623 0.105
    > rho 2.045e-01 2.245e+00 0.091 0.927
    732,733c716,717
    < Residual standard error: 10.79801
    < Multiple R-squared: 0.9954365
    ---
    > Residual standard error: 10.78895
    > Multiple R-squared: 0.9954442
    737,738c721,722
    < E_1_2 (HM) 0.12219 0.06693 1.826 0.0679 .
    < E_(1,2)_3 (AU) 0.94339 1.95870 0.482 0.6301
    ---
    > E_1_2 (HM) 0.12091 0.06549 1.846 0.0649 .
    > E_(1,2)_3 (AU) 0.83023 1.54752 0.536 0.5916
    752c736
    < 14.13257486 0.01500627 0.02327420 0.98703689 10.41600019 3.20779548
    ---
    > 14.15023779 0.01500628 0.02455956 0.98698444 10.30318135 3.20777179
    759c743
    < 179 179
    ---
    > 175 175
    770c754
    < 14.13257486 0.01500627 0.02327420 0.98703689 10.41600019 3.20779548
    ---
    > 14.15023779 0.01500628 0.02455956 0.98698444 10.30318135 3.20777179
    774c758
    < 179 179
    ---
    > 175 175
    784c768
    < 0.08759635 0.23765414
    ---
    > 0.08847067 0.23765547
    807,811c791,795
    < [1] 449.5950 476.4863 500.6407 515.5864 554.3550 585.8250 599.3836
    < [8] 582.4209 616.0025 664.1912 770.6053 782.9070 789.6221 767.0376
    < [15] 780.7232 793.3515 819.8117 855.5373 854.3561 840.8200 829.0346
    < [22] 838.5259 852.5473 874.3474 885.6288 897.3411 927.8697 969.2530
    < [29] 996.4992 1002.6107 970.2053
    ---
    > [1] 449.5949 476.4862 500.6406 515.5862 554.3547 585.8247 599.3832
    > [8] 582.4205 616.0021 664.1906 770.6047 782.9065 789.6216 767.0373
    > [15] 780.7229 793.3512 819.8115 855.5373 854.3561 840.8200 829.0346
    > [22] 838.5259 852.5474 874.3475 885.6289 897.3412 927.8700 969.2533
    > [29] 996.4995 1002.6110 970.2056
    814,819c798,803
    < [1] 3.9049649 0.1737018 -2.0807344 -6.6564203 -0.4949764 0.8849555
    < [7] -0.1436359 -1.0109373 9.8574549 21.7588322 -48.3352603 -48.3469907
    < [13] -28.9020666 33.9024498 34.8968076 37.4485436 51.5082978 4.5026698
    < [19] -9.1161415 -24.2899638 -0.1046023 11.1741349 15.5927161 5.8325963
    < [25] -17.0787845 -4.9110511 -3.2997444 -0.8129947 5.7108455 -0.5307120
    < [31] -30.7352544
    ---
    > [1] 3.9050698 0.1738361 -2.0805574 -6.6562206 -0.4946775 0.8853123
    > [7] -0.1432456 -1.0105373 9.8579211 21.7593596 -48.3347457 -48.3464901
    > [13] -28.9016105 33.9027277 34.8970690 37.4487858 51.5085124 4.5026870
    > [19] -9.1161308 -24.2899579 -0.1046311 11.1740821 15.5926439 5.8325130
    > [25] -17.0788698 -4.9111617 -3.2999951 -0.8132887 5.7105221 -0.5310418
    > [31] -30.7355804
    844c828
    < 14.13257 0.01501 0.02327 0.98704 10.41600 3.20780
    ---
    > 14.15024 0.01501 0.02456 0.98698 10.30318 3.20777
    848c832
    < 0.0876 0.2377
    ---
    > 0.08847 0.23766
    861c845
    < Convergence achieved after 179 function and 179 gradient calls
    ---
    > Convergence achieved after 175 function and 175 gradient calls
    866c850
    < gamma 14.13257 NA NA NA
    ---
    > gamma 14.15024 NA NA NA
    868,871c852,855
    < delta_1 0.02327 NA NA NA
    < delta 0.98704 NA NA NA
    < rho_1 10.41600 NA NA NA
    < rho 3.20780 NA NA NA
    ---
    > delta_1 0.02456 NA NA NA
    > delta 0.98698 NA NA NA
    > rho_1 10.30318 NA NA NA
    > rho 3.20777 NA NA NA
    878,879c862,863
    < E_1_2 (HM) 0.0876 NA NA NA
    < E_(1,2)_3 (AU) 0.2377 NA NA NA
    ---
    > E_1_2 (HM) 0.08847 NA NA NA
    > E_(1,2)_3 (AU) 0.23766 NA NA NA
    894c878
    < parameter estimates: 28.9712177979094, 0.0209993710434785, 3.71631619558698e-67, 7.84102347167262e-05, 52.0236722095175, -2.5423767835051
    ---
    > parameter estimates: 28.9700485221103, 0.0209993477812972, 4.1614539139021e-67, 7.84827917299906e-05, 51.9849663415394, -2.54214690016267
    900c884
    < 2.897122e+01 2.099937e-02 3.716316e-67 7.841023e-05 5.202367e+01
    ---
    > 2.897005e+01 2.099935e-02 4.161454e-67 7.848279e-05 5.198497e+01
    902c886
    < -2.542377e+00
    ---
    > -2.542147e+00
    915c899
    < 0.0188595 NA
    ---
    > 0.01887328 NA
    938,941c922,925
    < [1] 450.8466 477.0680 499.5478 515.2860 550.4276 583.3179 596.3820 585.4414
    < [9] 628.4828 682.3529 739.4708 739.5307 759.7630 792.7856 807.7398 828.8880
    < [17] 874.7250 866.8570 855.7444 809.0693 810.2473 843.0872 862.0019 859.9285
    < [25] 876.8725 907.8819 941.7468 961.4528 989.2448 990.6553 965.5197
    ---
    > [1] 450.8472 477.0689 499.5492 515.2877 550.4303 583.3211 596.3808 585.4420
    > [9] 628.4865 682.3513 739.4712 739.5311 759.7633 792.7856 807.7398 828.8880
    > [17] 874.7248 866.8570 855.7445 809.0694 810.2474 843.0872 862.0019 859.9286
    > [25] 876.8725 907.8819 941.7468 961.4527 989.2447 990.6552 965.5196
    944,949c928,933
    < [1] 2.6533513 -0.4079887 -0.9877561 -6.3559559 3.4323914 3.3921265
    < [7] 2.8580076 -4.0314121 -2.6228073 3.5971085 -17.2008449 -4.9707398
    < [13] 0.9570150 8.1543722 7.8802294 1.9119501 -3.4050037 -6.8169978
    < [19] -10.5043661 7.4607195 18.6827397 6.6128108 6.1381183 20.2515078
    < [25] -8.3224765 -15.4518789 -17.1767967 6.9872474 12.9652228 11.4246968
    < [31] -26.0496937
    ---
    > [1] 2.6528109 -0.4089152 -0.9892129 -6.3576566 3.4296532 3.3888701
    > [7] 2.8591811 -4.0320362 -2.6264678 3.5987192 -17.2011756 -4.9710564
    > [13] 0.9567143 8.1543754 7.8802340 1.9120067 -3.4048043 -6.8170293
    > [19] -10.5044501 7.4605782 18.6826218 6.6127507 6.1380777 20.2514377
    > [25] -8.3225276 -15.4518965 -17.1767881 6.9872616 12.9652657 11.4247843
    > [31] -26.0495887
    952c936
    < [1] 3263.587
    ---
    > [1] 3263.614
    956,961c940,945
    < gamma 3.243116e-01 1.211007e-05 -2.829938e-66 -2.301171e-05 2.592808e+00
    < lambda 1.211007e-05 1.993507e-09 -1.245783e-70 -1.013802e-09 1.127436e-04
    < delta_1 -2.829938e-66 -1.245783e-70 9.424136e-131 1.925157e-70 -8.642590e-65
    < delta -2.301171e-05 -1.013802e-09 1.925157e-70 1.699776e-09 -1.760081e-04
    < rho_1 2.592808e+00 1.127436e-04 -8.642590e-65 -1.760081e-04 7.926143e+01
    < rho -7.456228e-02 -3.328718e-06 6.186700e-67 5.539472e-06 -5.654470e-01
    ---
    > gamma 3.245432e-01 1.211340e-05 -3.167195e-66 -2.304446e-05 2.591411e+00
    > lambda 1.211340e-05 1.993488e-09 -1.393589e-70 -1.014793e-09 1.126289e-04
    > delta_1 -3.167195e-66 -1.393589e-70 1.178493e-130 2.156178e-70 -9.651539e-65
    > delta -2.304446e-05 -1.014793e-09 2.156178e-70 1.703377e-09 -1.760431e-04
    > rho_1 2.591411e+00 1.126289e-04 -9.651539e-65 -1.760431e-04 7.904634e+01
    > rho -7.459876e-02 -3.328882e-06 6.922678e-67 5.546026e-06 -5.650344e-01
    963,968c947,952
    < gamma -7.456228e-02
    < lambda -3.328718e-06
    < delta_1 6.186700e-67
    < delta 5.539472e-06
    < rho_1 -5.654470e-01
    < rho 1.806822e-02
    ---
    > gamma -7.459876e-02
    > lambda -3.328882e-06
    > delta_1 6.922678e-67
    > delta 5.546026e-06
    > rho_1 -5.650344e-01
    > rho 1.807271e-02
    981c965
    < 2.897e+01 2.100e-02 3.716e-67 7.841e-05 5.202e+01 -2.542e+00
    ---
    > 2.897e+01 2.100e-02 4.161e-67 7.848e-05 5.198e+01 -2.542e+00
    985c969
    < 0.01886 NA
    ---
    > 0.01887 NA
    1003c987
    < gamma 2.897e+01 5.843e+00 4.958 7.12e-07 ***
    ---
    > gamma 2.897e+01 5.845e+00 4.956 7.19e-07 ***
    1005,1007c989,991
    < delta_1 3.716e-67 9.961e-65 0.004 0.9970
    < delta 7.841e-05 4.230e-04 0.185 0.8529
    < rho_1 5.202e+01 9.135e+01 0.570 0.5690
    ---
    > delta_1 4.161e-67 1.114e-64 0.004 0.9970
    > delta 7.848e-05 4.235e-04 0.185 0.8530
    > rho_1 5.198e+01 9.122e+01 0.570 0.5688
    1012,1013c996,997
    < Residual standard error: 10.26046
    < Multiple R-squared: 0.9958796
    ---
    > Residual standard error: 10.2605
    > Multiple R-squared: 0.9958795
    1017c1001
    < E_1_2 (HM) 0.01886 0.03249 0.58 0.562
    ---
    > E_1_2 (HM) 0.01887 0.03249 0.581 0.561
    1032c1016
    < [1] 14.09202030 0.01500620 0.02096004 0.98715555 10.62041781 3.20777423
    ---
    > [1] 14.09201787 0.01500620 0.02095996 0.98715556 10.62042156 3.20777415
    1035,1036c1019,1020
    < [1] -0.0004654733 0.2720373924 0.0829027951 0.2211867458 0.0009638550
    < [6] -0.0060121435
    ---
    > [1] 0.0002387607 0.0407007577 0.0074593723 0.0491452438 0.0003883653
    > [6] -0.0018989119
    1042c1026
    < [1] 146
    ---
    > [1] 141
    1047c1031
    < 14.09202030 0.01500620 0.02096004 0.98715555 10.62041781 3.20777423
    ---
    > 14.09201787 0.01500620 0.02095996 0.98715556 10.62042156 3.20777415
    1050c1034
    < [1] 146
    ---
    > [1] 141
    1057c1041
    < 0.08605543 0.23765534
    ---
    > 0.0860554 0.2376553
    1087,1092c1071,1076
    < [1] 3.9049237 0.1736992 -2.0806917 -6.6563361 -0.4948337 0.8851468
    < [7] -0.1434028 -1.0106774 9.8577466 21.7591555 -48.3352946 -48.3470029
    < [13] -28.9021018 33.9024026 34.8967905 37.4485558 51.5083252 4.5024956
    < [19] -9.1162570 -24.2900180 -0.1046339 11.1741393 15.5927642 5.8327022
    < [25] -17.0786098 -4.9108337 -3.2996061 -0.8128125 5.7110851 -0.5303992
    < [31] -30.7348849
    ---
    > [1] 3.9049201 0.1736955 -2.0806952 -6.6563396 -0.4948368 0.8851440
    > [7] -0.1434053 -1.0106796 9.8577449 21.7591542 -48.3352936 -48.3470018
    > [13] -28.9021007 33.9024037 34.8967916 37.4485568 51.5083262 4.5024966
    > [19] -9.1162562 -24.2900172 -0.1046332 11.1741399 15.5927648 5.8327027
    > [25] -17.0786094 -4.9108334 -3.2996061 -0.8128126 5.7110849 -0.5303995
    > [31] -30.7348852
    1099,1104c1083,1088
    < gamma 2.869179e+10 -1.081992e+00 5.840360e+08 -8.388872e+07 -1.637495e+10
    < lambda -1.081992e+00 1.344515e-08 5.990539e-02 3.163566e-03 -1.012304e+01
    < delta_1 5.840360e+08 5.990539e-02 1.328254e+07 -1.707598e+06 -5.160912e+08
    < delta -8.388872e+07 3.163566e-03 -1.707598e+06 2.452729e+05 4.787690e+07
    < rho_1 -1.637495e+10 -1.012304e+01 -5.160912e+08 4.787690e+07 3.330573e+10
    < rho -1.385575e+02 3.837193e-06 5.228540e+00 4.051421e-01 -9.760916e+02
    ---
    > gamma 7.602105e+10 1.248400e+00 1.617472e+09 -2.222694e+08 -5.256711e+10
    > lambda 1.248400e+00 1.344324e-08 1.088047e-01 -3.650006e-03 -1.164487e+01
    > delta_1 1.617472e+09 1.088047e-01 3.581387e+07 -4.729145e+06 -1.301921e+09
    > delta -2.222694e+08 -3.650006e-03 -4.729145e+06 6.498686e+05 1.536951e+08
    > rho_1 -5.256711e+10 -1.164487e+01 -1.301921e+09 1.536951e+08 6.040107e+10
    > rho 3.714763e+01 3.834385e-06 8.870076e+00 -1.085826e-01 -1.084890e+03
    1106,1111c1090,1095
    < gamma -1.385575e+02
    < lambda 3.837193e-06
    < delta_1 5.228540e+00
    < delta 4.051421e-01
    < rho_1 -9.760916e+02
    < rho 1.966505e-03
    ---
    > gamma 3.714763e+01
    > lambda 3.834385e-06
    > delta_1 8.870076e+00
    > delta -1.085826e-01
    > rho_1 -1.084890e+03
    > rho 1.966031e-03
    1141c1125
    < Convergence achieved after 146 iterations
    ---
    > Convergence achieved after 141 iterations
    1145,1150c1129,1134
    < gamma 1.409e+01 3.722e+06 0.000 0.999997
    < lambda 1.501e-02 2.548e-03 5.889 3.87e-09 ***
    < delta_1 2.096e-02 8.008e+04 0.000 1.000000
    < delta 9.872e-01 1.088e+04 0.000 0.999928
    < rho_1 1.062e+01 4.010e+06 0.000 0.999998
    < rho 3.208e+00 9.744e-01 3.292 0.000995 ***
    ---
    > gamma 1.409e+01 6.059e+06 0.000 0.999998
    > lambda 1.501e-02 2.548e-03 5.890 3.86e-09 ***
    > delta_1 2.096e-02 1.315e+05 0.000 1.000000
    > delta 9.872e-01 1.771e+04 0.000 0.999956
    > rho_1 1.062e+01 5.400e+06 0.000 0.999998
    > rho 3.208e+00 9.743e-01 3.292 0.000994 ***
    1159,1160c1143,1144
    < E_1_2 (HM) 8.606e-02 2.970e+04 0.000 1
    < E_(1,2)_3 (AU) 2.377e-01 5.504e-02 4.318 1.57e-05 ***
    ---
    > E_1_2 (HM) 8.606e-02 3.999e+04 0.000 1
    > E_(1,2)_3 (AU) 2.377e-01 5.503e-02 4.319 1.57e-05 ***
    1174c1158
    < 2.112370e+00 2.072506e-02 2.330783e-13 8.404375e-01 9.529967e+00 2.280940e-01
    ---
    > 1.371955e+00 2.070747e-02 1.453590e-12 9.728279e-01 8.872759e+00 7.022103e-01
    1177c1161
    < [1] 3524.975
    ---
    > [1] 3566.078
    1183c1167
    < [1] 497
    ---
    > [1] 418
    1187c1171
    < 760 497
    ---
    > 728 418
    1195c1179
    < 2.112370e+00 2.072506e-02 2.330783e-13 8.404375e-01 9.529967e+00 2.280940e-01
    ---
    > 1.371955e+00 2.070747e-02 1.453590e-12 9.728279e-01 8.872759e+00 7.022103e-01
    1198c1182
    < [1] 497
    ---
    > [1] 418
    1208c1192
    < 0.09496706 0.81426991
    ---
    > 0.1012888 0.5874715
    1231,1234c1215,1218
    < [1] 455.5184 476.9474 498.9522 513.3805 552.9730 587.5338 587.3344 581.4147
    < [9] 633.7783 677.3443 742.4710 742.8061 762.7618 791.6506 806.6632 827.1119
    < [17] 870.9159 866.6097 856.3347 810.7859 811.5931 843.5272 862.2046 860.7982
    < [25] 877.5148 907.9716 941.4953 961.4187 988.9253 989.9208 964.5610
    ---
    > [1] 456.1754 476.3344 498.1523 512.4046 552.7304 587.6468 586.4216 581.1875
    > [9] 634.6509 677.7400 742.7384 743.0661 763.0649 791.5472 806.5889 826.9605
    > [17] 870.4931 866.7361 856.5720 811.0723 811.8819 843.7733 862.4403 861.0467
    > [25] 877.7534 908.2142 941.7284 961.6012 989.0714 989.9756 964.6061
    1237,1243c1221,1226
    < [1] -2.018352518 -0.287373650 -0.392226021 -4.450481842 0.887045470
    < [6] -0.823834074 11.905597943 -0.004668685 -7.918255657 8.605687747
    < [11] -20.200961166 -8.246053988 -2.041787442 9.289448388 8.956827852
    < [16] 3.688075899 0.404092520 -6.569733618 -11.094692849 5.744052142
    < [21] 17.336923595 6.172763068 5.935449538 19.381848179 -8.964826149
    < [26] -15.541569448 -16.925310829 7.021264512 13.284735928 12.159185752
    < [31] -25.090951901
    ---
    > [1] -2.6754494 0.3255613 0.4076584 -3.4745810 1.1295620 -0.9368394
    > [7] 12.8183995 0.2225379 -8.7908951 8.2099845 -20.4683908 -8.5061175
    > [13] -2.3449165 9.3927966 9.0310840 3.8395220 0.8268657 -6.6960695
    > [19] -11.3319974 5.4577420 17.0481222 5.9266749 5.6996892 19.1332558
    > [25] -9.2034500 -15.7841888 -17.1584368 6.8387646 13.1386486 12.1044289
    > [31] -25.1360727
    1246c1229
    < [1] 3524.975
    ---
    > [1] 3566.078
    1250,1255c1233,1238
    < gamma 3.808110e-01 8.480775e-06 -1.195190e-13 -7.384602e-02 1.838805e-01
    < lambda 8.480775e-06 2.519342e-09 -9.742658e-18 -1.763095e-06 1.373546e-05
    < delta_1 -1.195190e-13 -9.742658e-18 1.294244e-25 2.359625e-14 -1.906450e-13
    < delta -7.384602e-02 -1.763095e-06 2.359625e-14 1.433583e-02 -3.620132e-02
    < rho_1 1.838805e-01 1.373546e-05 -1.906450e-13 -3.620132e-02 2.814165e-01
    < rho -1.368304e-01 -3.414633e-06 4.425215e-14 2.658565e-02 -6.775688e-02
    ---
    > gamma 3.186393e-02 1.982745e-06 -1.584806e-13 -4.316728e-03 3.980264e-02
    > lambda 1.982745e-06 2.632058e-09 -5.967414e-17 -3.143011e-07 1.344045e-05
    > delta_1 -1.584806e-13 -5.967414e-17 4.115063e-24 2.255520e-14 -9.673993e-13
    > delta -4.316728e-03 -3.143011e-07 2.255520e-14 5.866754e-04 -5.623807e-03
    > rho_1 3.980264e-02 1.344045e-05 -9.673993e-13 -5.623807e-03 2.279924e-01
    > rho -4.049585e-02 -3.111458e-06 2.155819e-13 5.511568e-03 -5.360024e-02
    1257,1262c1240,1245
    < gamma -1.368304e-01
    < lambda -3.414633e-06
    < delta_1 4.425215e-14
    < delta 2.658565e-02
    < rho_1 -6.775688e-02
    < rho 4.933545e-02
    ---
    > gamma -4.049585e-02
    > lambda -3.111458e-06
    > delta_1 2.155819e-13
    > delta 5.511568e-03
    > rho_1 -5.360024e-02
    > rho 5.181262e-02
    1275c1258
    < 2.112e+00 2.073e-02 2.331e-13 8.404e-01 9.530e+00 2.281e-01
    ---
    > 1.372e+00 2.071e-02 1.454e-12 9.728e-01 8.873e+00 7.022e-01
    1279c1262
    < 0.09497 0.81427
    ---
    > 0.1013 0.5875
    1292c1275
    < Convergence NOT achieved after 497 iterations
    ---
    > Convergence NOT achieved after 418 iterations
    1297,1302c1280,1285
    < gamma 2.112e+00 6.580e+00 0.321 0.748
    < lambda 2.073e-02 5.352e-04 38.722 <2e-16 ***
    < delta_1 2.331e-13 3.836e-12 0.061 0.952
    < delta 8.404e-01 1.277e+00 0.658 0.510
    < rho_1 9.530e+00 5.657e+00 1.685 0.092 .
    < rho 2.281e-01 2.369e+00 0.096 0.923
    ---
    > gamma 1.372e+00 1.915e+00 0.717 0.473622
    > lambda 2.071e-02 5.503e-04 37.633 < 2e-16 ***
    > delta_1 1.454e-12 2.176e-11 0.067 0.946733
    > delta 9.728e-01 2.598e-01 3.745 0.000181 ***
    > rho_1 8.873e+00 5.121e+00 1.733 0.083177 .
    > rho 7.022e-01 2.441e+00 0.288 0.773630
    1306,1307c1289,1290
    < Residual standard error: 10.66344
    < Multiple R-squared: 0.9955495
    ---
    > Residual standard error: 10.72543
    > Multiple R-squared: 0.9954976
    1311,1312c1294,1295
    < E_1_2 (HM) 0.09497 0.05102 1.861 0.0627 .
    < E_(1,2)_3 (AU) 0.81427 1.57041 0.519 0.6041
    ---
    > E_1_2 (HM) 0.10129 0.05254 1.928 0.0539 .
    > E_(1,2)_3 (AU) 0.58747 0.84257 0.697 0.4857
    1327c1310
    < 22.21336081 0.01470153 0.61890929 0.81827913 6.27618723 1.73312735
    ---
    > 22.21327990 0.01470153 0.61890929 0.81827913 6.27618723 1.73312735
    1330c1313
    < [1] 30885.94
    ---
    > [1] 30883.45
    1433,1455c1416,1438
    < 84 2.094220e+02 -0.460739046 0.62897456 0.0031955649 8.2807053 6.5502901
    < 85 2.094220e+02 -0.460739046 0.62897456 0.0031955649 8.2807053 6.9866999
    < 86 2.094220e+02 -0.461917565 0.80216392 0.0031955649 8.2807053 6.9866999
    < 87 2.094220e+02 -0.461917565 0.69746422 0.0006704180 8.2807053 6.9866999
    < 88 2.094220e+02 -0.490389854 0.69746422 0.0006704180 8.2807053 6.9866999
    < 89 2.094220e+02 -0.490389854 0.69746422 0.0006704180 8.2807053 8.5225514
    < 90 2.094220e+02 -0.490389854 0.69746422 0.0006704180 8.2807053 8.5225514
    < 91 2.094220e+02 -0.490389854 0.69746422 0.0006704180 8.2807053 8.5225514
    < 92 2.094220e+02 -0.490389854 0.69746422 0.0006704180 8.9227092 9.5915770
    < 93 2.094220e+02 -0.490389854 0.69746422 0.0006704180 8.9227092 9.5915770
    < 94 2.094220e+02 -0.490389854 0.69746422 0.0006704180 8.9227092 9.5915770
    < 95 2.094220e+02 -0.490389854 0.69746422 0.0006704180 8.9227092 9.5915770
    < 96 2.094220e+02 -0.490389854 0.69746422 0.0006704180 8.9227092 9.5915770
    < 97 5.939363e+01 -0.496703031 0.17050372 0.0003173665 2.8369646 8.3498650
    < 98 5.939363e+01 -0.496703031 0.17050372 0.0003173665 2.8369646 8.3498650
    < 99 5.939363e+01 -0.491096038 0.41622159 0.0003173665 2.8369646 8.3498650
    < 100 5.939363e+01 -0.491096038 0.41622159 0.0003173665 2.8369646 7.7845277
    < 101 5.939363e+01 -0.491096038 0.41622159 0.0003173665 2.8369646 7.7845277
    < 102 5.939363e+01 -0.491096038 0.41622159 0.0003173665 2.8369646 7.7845277
    < 103 5.939363e+01 -0.020851249 0.41622159 0.0003173665 2.8369646 7.7845277
    < 104 5.939363e+01 -0.020851249 0.35282350 0.1222450277 4.0685773 9.6383449
    < 105 5.939363e+01 -0.020851249 0.35282350 0.1222450277 5.3522386 9.4809041
    < 106 5.939363e+01 -0.020851249 0.35282350 0.1222450277 5.3522386 9.4809041
    ---
    > 84 2.094219e+02 -0.460739046 0.62897456 0.0031955649 8.2807053 6.5502901
    > 85 2.094219e+02 -0.460739046 0.62897456 0.0031955649 8.2807053 6.9866999
    > 86 2.094219e+02 -0.461917565 0.80216392 0.0031955649 8.2807053 6.9866999
    > 87 2.094219e+02 -0.461917565 0.69746422 0.0006704180 8.2807053 6.9866999
    > 88 2.094219e+02 -0.490389854 0.69746422 0.0006704180 8.2807053 6.9866999
    > 89 2.094219e+02 -0.490389854 0.69746422 0.0006704180 8.2807053 8.5225514
    > 90 2.094219e+02 -0.490389854 0.69746422 0.0006704180 8.2807053 8.5225514
    > 91 2.094219e+02 -0.490389854 0.69746422 0.0006704180 8.2807053 8.5225514
    > 92 2.094219e+02 -0.490389854 0.69746422 0.0006704180 8.9227092 9.5915770
    > 93 2.094219e+02 -0.490389854 0.69746422 0.0006704180 8.9227092 9.5915770
    > 94 2.094219e+02 -0.490389854 0.69746422 0.0006704180 8.9227092 9.5915770
    > 95 2.094219e+02 -0.490389854 0.69746422 0.0006704180 8.9227092 9.5915770
    > 96 2.094219e+02 -0.490389854 0.69746422 0.0006704180 8.9227092 9.5915770
    > 97 5.939361e+01 -0.496703031 0.17050372 0.0003173665 2.8369646 8.3498650
    > 98 5.939361e+01 -0.496703031 0.17050372 0.0003173665 2.8369646 8.3498650
    > 99 5.939361e+01 -0.491096038 0.41622159 0.0003173665 2.8369646 8.3498650
    > 100 5.939361e+01 -0.491096038 0.41622159 0.0003173665 2.8369646 7.7845277
    > 101 5.939361e+01 -0.491096038 0.41622159 0.0003173665 2.8369646 7.7845277
    > 102 5.939361e+01 -0.491096038 0.41622159 0.0003173665 2.8369646 7.7845277
    > 103 5.939361e+01 -0.020851249 0.41622159 0.0003173665 2.8369646 7.7845277
    > 104 5.939361e+01 -0.020851249 0.35282350 0.1222450277 4.0685773 9.6383449
    > 105 5.939361e+01 -0.020851249 0.35282350 0.1222450277 5.3522386 9.4809041
    > 106 5.939361e+01 -0.020851249 0.35282350 0.1222450277 5.3522386 9.4809041
    1464,1549c1447,1532
    < 115 2.875603e+01 0.006079284 0.72965835 0.7622628021 5.2835636 3.5545575
    < 116 2.875603e+01 0.006079284 0.72965835 0.7622628021 5.2835636 3.5545575
    < 117 2.875603e+01 0.006079284 0.72965835 0.7622628021 5.2835636 3.4300416
    < 118 5.117335e+01 0.007887222 0.55490738 0.6094970557 6.5015465 5.7220134
    < 119 5.117335e+01 0.007887222 0.55490738 0.6094970557 7.8732318 7.0276901
    < 120 5.117335e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    < 121 5.117335e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    < 122 5.117335e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    < 123 5.117335e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    < 124 5.117335e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    < 125 5.117335e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    < 126 5.117335e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    < 127 5.117335e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    < 128 5.117335e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    < 129 2.365675e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    < 130 2.365675e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    < 131 2.365675e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    < 132 2.365675e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    < 133 2.365675e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    < 134 2.365675e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    < 135 2.365675e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    < 136 2.365675e+01 0.012977521 0.36652846 0.6424657993 3.4765014 1.2494845
    < 137 2.365675e+01 0.012977521 0.36652846 0.6424657993 3.4765014 1.2494845
    < 138 2.365675e+01 0.012977521 0.36652846 0.6424657993 3.4765014 1.2494845
    < 139 2.365675e+01 0.012977521 0.36652846 0.6424657993 3.4765014 1.2494845
    < 140 1.799077e+01 0.015184915 0.32818431 0.6262710843 2.2807436 0.6402222
    < 141 2.365675e+01 0.012977521 0.36652846 0.6424657993 3.4765014 0.8885866
    < 142 2.365675e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    < 143 2.365675e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    < 144 2.365675e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    < 145 2.365675e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    < 146 2.365675e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    < 147 2.365675e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    < 148 2.365675e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    < 149 2.365675e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    < 150 2.365675e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    < 151 2.365675e+01 0.012274234 0.74692782 0.6424657993 3.4765014 0.8885866
    < 152 2.365675e+01 0.012274234 0.74692782 0.6424657993 3.4765014 0.8885866
    < 153 2.365675e+01 0.012274234 0.74692782 0.6424657993 3.4765014 0.8885866
    < 154 2.365675e+01 0.012274234 0.74692782 0.6424657993 3.4765014 0.8885866
    < 155 2.365675e+01 0.012274234 0.74692782 0.6424657993 3.4765014 0.8885866
    < 156 2.549383e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    < 157 2.549383e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    < 158 2.549383e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    < 159 2.549383e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    < 160 2.549383e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    < 161 2.549383e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    < 162 2.549383e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    < 163 2.549383e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    < 164 2.549383e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    < 165 2.549383e+01 0.019858735 0.97858650 0.8802892184 4.3747445 3.3309995
    < 166 2.549383e+01 0.019858735 0.97858650 0.8802892184 4.3747445 3.3309995
    < 167 2.549383e+01 0.019858735 0.97858650 0.8802892184 4.3747445 3.3309995
    < 168 2.773939e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    < 169 2.773939e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    < 170 2.773939e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    < 171 2.773939e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    < 172 2.773939e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    < 173 2.773939e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    < 174 2.773939e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    < 175 2.773939e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    < 176 2.773939e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    < 177 2.773939e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    < 178 2.773939e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    < 179 2.773939e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    < 180 2.773939e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    < 181 2.773939e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    < 182 2.773939e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    < 183 2.773939e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    < 184 2.371571e+01 0.010435358 0.78104490 0.8694563388 5.6004581 2.1114336
    < 185 2.371571e+01 0.010435358 0.78104490 0.8694563388 5.6004581 2.1114336
    < 186 2.371571e+01 0.010435358 0.78104490 0.8694563388 5.6004581 2.1114336
    < 187 2.371571e+01 0.010435358 0.78104490 0.8694563388 5.6004581 2.1114336
    < 188 2.773939e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    < 189 2.773939e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    < 190 2.773939e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    < 191 2.773939e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    < 192 2.773939e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    < 193 2.773939e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    < 194 2.773939e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    < 195 2.773939e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    < 196 2.773939e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    < 197 2.221336e+01 0.014701531 0.61890929 0.8182791325 6.2761872 1.7331274
    < 198 2.221336e+01 0.014701531 0.61890929 0.8182791325 6.2761872 1.7331274
    < 199 2.221336e+01 0.014701531 0.61890929 0.8182791325 6.2761872 1.7331274
    < 200 2.221336e+01 0.014701531 0.61890929 0.8182791325 6.2761872 1.7331274
    ---
    > 115 2.875605e+01 0.006079284 0.72965835 0.7622628021 5.2835636 3.5545575
    > 116 2.875605e+01 0.006079284 0.72965835 0.7622628021 5.2835636 3.5545575
    > 117 2.875605e+01 0.006079284 0.72965835 0.7622628021 5.2835636 3.4300416
    > 118 5.117334e+01 0.007887222 0.55490738 0.6094970557 6.5015465 5.7220134
    > 119 5.117334e+01 0.007887222 0.55490738 0.6094970557 7.8732318 7.0276901
    > 120 5.117334e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    > 121 5.117334e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    > 122 5.117334e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    > 123 5.117334e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    > 124 5.117334e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    > 125 5.117334e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    > 126 5.117334e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    > 127 5.117334e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    > 128 5.117334e+01 0.007887222 0.55964923 0.3908296148 7.8732318 7.0276901
    > 129 2.365669e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    > 130 2.365669e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    > 131 2.365669e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    > 132 2.365669e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    > 133 2.365669e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    > 134 2.365669e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    > 135 2.365669e+01 0.010819864 0.36652846 0.6424657993 3.4765014 1.2494845
    > 136 2.365669e+01 0.012977521 0.36652846 0.6424657993 3.4765014 1.2494845
    > 137 2.365669e+01 0.012977521 0.36652846 0.6424657993 3.4765014 1.2494845
    > 138 2.365669e+01 0.012977521 0.36652846 0.6424657993 3.4765014 1.2494845
    > 139 2.365669e+01 0.012977521 0.36652846 0.6424657993 3.4765014 1.2494845
    > 140 1.799076e+01 0.015184915 0.32818431 0.6262710843 2.2807436 0.6402222
    > 141 2.365669e+01 0.012977521 0.36652846 0.6424657993 3.4765014 0.8885866
    > 142 2.365669e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    > 143 2.365669e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    > 144 2.365669e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    > 145 2.365669e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    > 146 2.365669e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    > 147 2.365669e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    > 148 2.365669e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    > 149 2.365669e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    > 150 2.365669e+01 0.012977521 0.80950769 0.6424657993 3.4765014 0.8885866
    > 151 2.365669e+01 0.012274234 0.74692782 0.6424657993 3.4765014 0.8885866
    > 152 2.365669e+01 0.012274234 0.74692782 0.6424657993 3.4765014 0.8885866
    > 153 2.365669e+01 0.012274234 0.74692782 0.6424657993 3.4765014 0.8885866
    > 154 2.365669e+01 0.012274234 0.74692782 0.6424657993 3.4765014 0.8885866
    > 155 2.365669e+01 0.012274234 0.74692782 0.6424657993 3.4765014 0.8885866
    > 156 2.549400e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    > 157 2.549400e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    > 158 2.549400e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    > 159 2.549400e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    > 160 2.549400e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    > 161 2.549400e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    > 162 2.549400e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    > 163 2.549400e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    > 164 2.549400e+01 0.019858735 0.97858650 0.8620874467 4.3747445 3.3309995
    > 165 2.549400e+01 0.019858735 0.97858650 0.8802892184 4.3747445 3.3309995
    > 166 2.549400e+01 0.019858735 0.97858650 0.8802892184 4.3747445 3.3309995
    > 167 2.549400e+01 0.019858735 0.97858650 0.8802892184 4.3747445 3.3309995
    > 168 2.773948e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    > 169 2.773948e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    > 170 2.773948e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    > 171 2.773948e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    > 172 2.773948e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    > 173 2.773948e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    > 174 2.773948e+01 0.014482279 0.68084129 0.6131570191 4.4640511 1.3036240
    > 175 2.773948e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    > 176 2.773948e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    > 177 2.773948e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    > 178 2.773948e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    > 179 2.773948e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    > 180 2.773948e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    > 181 2.773948e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    > 182 2.773948e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    > 183 2.773948e+01 0.014482279 0.71485727 0.6131570191 4.4640511 1.3036240
    > 184 2.371583e+01 0.010435358 0.78104490 0.8694563388 5.6004581 2.1114336
    > 185 2.371583e+01 0.010435358 0.78104490 0.8694563388 5.6004581 2.1114336
    > 186 2.371583e+01 0.010435358 0.78104490 0.8694563388 5.6004581 2.1114336
    > 187 2.371583e+01 0.010435358 0.78104490 0.8694563388 5.6004581 2.1114336
    > 188 2.773948e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    > 189 2.773948e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    > 190 2.773948e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    > 191 2.773948e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    > 192 2.773948e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    > 193 2.773948e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    > 194 2.773948e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    > 195 2.773948e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    > 196 2.773948e+01 0.014482279 0.80980396 0.6201875578 4.1704176 1.3036240
    > 197 2.221328e+01 0.014701531 0.61890929 0.8182791325 6.2761872 1.7331274
    > 198 2.221328e+01 0.014701531 0.61890929 0.8182791325 6.2761872 1.7331274
    > 199 2.221328e+01 0.014701531 0.61890929 0.8182791325 6.2761872 1.7331274
    > 200 2.221328e+01 0.014701531 0.61890929 0.8182791325 6.2761872 1.7331274
    1568,1591c1551,1574
    < [81] 6.923982e+07 6.834525e+07 6.834525e+07 2.339031e+07 2.338984e+07
    < [86] 2.338696e+07 2.338115e+07 2.331702e+07 2.331675e+07 2.331675e+07
    < [91] 2.331675e+07 2.331662e+07 2.331662e+07 2.331662e+07 2.331662e+07
    < [96] 2.331662e+07 1.784716e+07 1.784716e+07 1.783475e+07 1.783475e+07
    < [101] 1.783475e+07 1.783475e+07 4.701436e+06 4.631455e+06 4.630306e+06
    < [106] 4.630306e+06 4.409495e+06 4.409495e+06 4.409495e+06 4.365103e+06
    < [111] 4.365103e+06 4.365103e+06 4.365103e+06 4.365103e+06 2.008793e+06
    < [116] 2.008793e+06 1.906024e+06 7.297942e+05 6.785193e+05 6.778079e+05
    < [121] 6.778079e+05 6.778079e+05 6.778079e+05 6.778079e+05 6.778079e+05
    < [126] 6.778079e+05 6.778079e+05 6.778079e+05 4.452995e+05 4.452995e+05
    < [131] 4.452995e+05 4.452995e+05 4.452995e+05 4.452995e+05 4.452995e+05
    < [136] 2.466055e+05 2.466055e+05 2.466055e+05 2.466055e+05 1.403897e+05
    < [141] 9.383079e+04 6.872932e+04 6.872932e+04 6.872932e+04 6.872932e+04
    < [146] 6.872932e+04 6.872932e+04 6.872932e+04 6.872932e+04 6.872932e+04
    < [151] 5.816008e+04 5.816008e+04 5.816008e+04 5.816008e+04 5.816008e+04
    < [156] 5.694271e+04 5.694271e+04 5.694271e+04 5.694271e+04 5.694271e+04
    < [161] 5.694271e+04 5.694271e+04 5.694271e+04 5.694271e+04 4.481646e+04
    < [166] 4.481646e+04 4.481646e+04 3.929902e+04 3.929902e+04 3.929902e+04
    < [171] 3.929902e+04 3.929902e+04 3.929902e+04 3.929902e+04 3.918712e+04
    < [176] 3.918712e+04 3.918712e+04 3.918712e+04 3.918712e+04 3.918712e+04
    < [181] 3.918712e+04 3.918712e+04 3.918712e+04 3.888688e+04 3.888688e+04
    < [186] 3.888688e+04 3.888688e+04 3.341865e+04 3.341865e+04 3.341865e+04
    < [191] 3.341865e+04 3.341865e+04 3.341865e+04 3.341865e+04 3.341865e+04
    < [196] 3.341865e+04 3.088594e+04 3.088594e+04 3.088594e+04 3.088594e+04
    ---
    > [81] 6.923982e+07 6.834524e+07 6.834524e+07 2.339031e+07 2.338984e+07
    > [86] 2.338696e+07 2.338115e+07 2.331701e+07 2.331675e+07 2.331675e+07
    > [91] 2.331675e+07 2.331661e+07 2.331661e+07 2.331661e+07 2.331661e+07
    > [96] 2.331661e+07 1.784716e+07 1.784716e+07 1.783475e+07 1.783475e+07
    > [101] 1.783475e+07 1.783475e+07 4.701438e+06 4.631456e+06 4.630308e+06
    > [106] 4.630308e+06 4.409495e+06 4.409495e+06 4.409495e+06 4.365103e+06
    > [111] 4.365103e+06 4.365103e+06 4.365103e+06 4.365103e+06 2.008789e+06
    > [116] 2.008789e+06 1.906020e+06 7.297938e+05 6.785190e+05 6.778081e+05
    > [121] 6.778081e+05 6.778081e+05 6.778081e+05 6.778081e+05 6.778081e+05
    > [126] 6.778081e+05 6.778081e+05 6.778081e+05 4.453103e+05 4.453103e+05
    > [131] 4.453103e+05 4.453103e+05 4.453103e+05 4.453103e+05 4.453103e+05
    > [136] 2.466138e+05 2.466138e+05 2.466138e+05 2.466138e+05 1.403899e+05
    > [141] 9.382584e+04 6.872950e+04 6.872950e+04 6.872950e+04 6.872950e+04
    > [146] 6.872950e+04 6.872950e+04 6.872950e+04 6.872950e+04 6.872950e+04
    > [151] 5.816111e+04 5.816111e+04 5.816111e+04 5.816111e+04 5.816111e+04
    > [156] 5.693719e+04 5.693719e+04 5.693719e+04 5.693719e+04 5.693719e+04
    > [161] 5.693719e+04 5.693719e+04 5.693719e+04 5.693719e+04 4.482036e+04
    > [166] 4.482036e+04 4.482036e+04 3.929761e+04 3.929761e+04 3.929761e+04
    > [171] 3.929761e+04 3.929761e+04 3.929761e+04 3.929761e+04 3.918553e+04
    > [176] 3.918553e+04 3.918553e+04 3.918553e+04 3.918553e+04 3.918553e+04
    > [181] 3.918553e+04 3.918553e+04 3.918553e+04 3.888787e+04 3.888787e+04
    > [186] 3.888787e+04 3.888787e+04 3.341791e+04 3.341791e+04 3.341791e+04
    > [191] 3.341791e+04 3.341791e+04 3.341791e+04 3.341791e+04 3.341791e+04
    > [196] 3.341791e+04 3.088345e+04 3.088345e+04 3.088345e+04 3.088345e+04
    1595,1603c1578,1586
    < [1,] 23.57632 0.0393104743 0.2917679 0.667964905 1.3347044 4.459761092
    < [2,] 42.35513 -0.0018726935 0.9492910 0.337967246 3.8066763 0.237982875
    < [3,] 34.75565 0.0250470595 0.5696910 0.599328546 8.3300307 6.495287422
    < [4,] 51.17335 0.0152201885 0.9638928 0.015996653 2.3035806 8.287588760
    < [5,] 31.88666 0.0302322971 0.2553160 0.248364494 2.6120996 1.720234914
    < [6,] 34.56454 0.0131558285 0.9248035 0.616863139 6.0418604 2.110322472
    < [7,] 32.17962 0.0288523260 0.5902698 0.864676445 8.6745265 8.591854863
    < [8,] 56.05370 0.0114797229 0.4404546 0.092093227 4.4853947 8.785085479
    < [9,] 31.79095 0.0010396116 0.6960956 0.774868626 7.0615660 2.093156038
    ---
    > [1,] 23.57638 0.0393104743 0.2917679 0.667964905 1.3347044 4.459761092
    > [2,] 42.35532 -0.0018726935 0.9492910 0.337967246 3.8066763 0.237982875
    > [3,] 34.75551 0.0250470595 0.5696910 0.599328546 8.3300307 6.495287422
    > [4,] 51.17334 0.0152201885 0.9638928 0.015996653 2.3035806 8.287588760
    > [5,] 31.88656 0.0302322971 0.2553160 0.248364494 2.6120996 1.720234914
    > [6,] 34.56459 0.0131558285 0.9248035 0.616863139 6.0418604 2.110322472
    > [7,] 32.17957 0.0288523260 0.5902698 0.864676445 8.6745265 8.591854863
    > [8,] 56.05350 0.0114797229 0.4404546 0.092093227 4.4853947 8.785085479
    > [9,] 31.79116 0.0010396116 0.6960956 0.774868626 7.0615660 2.093156038
    1605,1646c1588,1629
    < [11,] 37.39088 0.0175070929 0.9095786 0.363463975 5.5211904 1.813338585
    < [12,] 37.85479 0.0221017590 0.9369091 0.571227614 5.9825084 5.244483274
    < [13,] 17.54494 -0.0219635607 0.6836397 0.881231137 3.7884872 -0.521606667
    < [14,] 35.39875 0.0149539937 0.8198255 0.725141560 9.7868286 2.819446926
    < [15,] 25.89071 0.0252423501 0.4202396 0.685844148 3.0233572 2.276801327
    < [16,] 40.43541 0.0144560491 0.5665627 0.564807307 6.9493567 3.574394246
    < [17,] 33.12175 0.0154401483 0.6559537 0.164686914 0.3853889 -0.005448812
    < [18,] 23.32891 0.0256585785 0.3960939 0.809689053 4.5240013 2.927226890
    < [19,] 15.75865 0.0262905884 0.2240622 0.860731652 3.6126016 2.075696344
    < [20,] 29.42414 0.0204840432 0.9576801 0.727874937 9.0648675 1.992714006
    < [21,] 24.66752 0.0197557309 0.1131756 0.711084589 7.0383585 1.919921479
    < [22,] 53.71200 0.0121310936 0.8855798 0.011622317 5.6207346 9.018722054
    < [23,] 25.38082 0.0067866786 0.8729211 0.873814495 6.5237440 2.088301048
    < [24,] 43.95453 0.0239471822 0.5370029 0.108477885 6.1738018 7.216696644
    < [25,] 31.21987 0.0279878912 0.7688117 0.580675989 3.5399533 3.285946207
    < [26,] 37.09525 -0.0131339831 0.3634725 0.260011790 5.1873505 -0.617285884
    < [27,] 37.03064 0.0179402612 0.8358957 0.270369251 6.5265965 0.939922161
    < [28,] 33.61782 0.0110982283 0.7585728 0.778087326 9.7790947 2.350319596
    < [29,] 44.06652 0.0060360429 0.4539714 0.367009909 5.9979490 1.230187511
    < [30,] 24.79781 -0.0237204800 0.5666910 0.623621065 7.6614974 -0.822303745
    < [31,] 16.21902 -0.0212184024 0.6233836 0.687263698 1.3152468 -0.769643217
    < [32,] 27.92959 0.0259712455 0.8972244 0.847373716 7.9120244 4.899001580
    < [33,] 30.27076 0.0339140931 0.5032410 0.560099349 6.8241622 6.528374158
    < [34,] 41.50509 0.0278334494 0.9892013 0.002312266 7.4929412 9.926211945
    < [35,] 22.86736 -0.0065829733 0.9247826 0.893955811 6.0495243 1.316344261
    < [36,] 13.40940 0.0040678012 0.4489613 0.889711972 3.7679562 0.943844175
    < [37,] 18.53911 0.0049350720 0.8795652 0.940935456 7.5671038 1.681621153
    < [38,] 37.26116 0.0094377743 0.7936753 0.431659499 8.8627189 1.104849454
    < [39,] 23.92775 0.0413991244 0.6201747 0.728199020 -0.6308314 7.965718057
    < [40,] 37.53821 0.0086180309 0.6358406 0.304415088 4.6299309 0.196243975
    < [41,] 25.37502 0.0280465764 0.2515357 0.803406120 4.0542424 4.215044234
    < [42,] 26.70298 -0.0117413389 0.9312991 0.905590814 4.6376810 1.376703289
    < [43,] 34.11058 0.0296960045 0.8519191 0.454611547 6.6104634 8.038678673
    < [44,] 23.52428 0.0001566926 0.7598630 0.761657635 5.4136889 0.830012399
    < [45,] 26.46794 0.0327017758 0.1174183 0.889403514 4.4711069 8.689172304
    < [46,] 26.49936 0.0327401238 0.6678758 0.903310718 2.5546759 7.489233116
    < [47,] 23.71571 0.0104353579 0.7810449 0.869456339 5.6004581 2.111433602
    < [48,] 37.19917 0.0203061758 0.8191081 0.471455019 4.8699936 3.044319828
    < [49,] 29.14297 0.0060115845 0.6811473 0.721811825 5.4679897 2.252203007
    < [50,] 29.85634 0.0315784623 0.3768053 0.149608382 1.6258040 1.135845397
    < [51,] 52.03318 0.0086432325 0.8769975 0.212317942 8.7004230 1.510826324
    < [52,] 38.44179 0.0286979231 0.1837672 0.028099585 6.8677200 4.095052098
    ---
    > [11,] 37.39098 0.0175070929 0.9095786 0.363463975 5.5211904 1.813338585
    > [12,] 37.85466 0.0221017590 0.9369091 0.571227614 5.9825084 5.244483274
    > [13,] 17.54513 -0.0219635607 0.6836397 0.881231137 3.7884872 -0.521606667
    > [14,] 35.39869 0.0149539937 0.8198255 0.725141560 9.7868286 2.819446926
    > [15,] 25.89067 0.0252423501 0.4202396 0.685844148 3.0233572 2.276801327
    > [16,] 40.43540 0.0144560491 0.5665627 0.564807307 6.9493567 3.574394246
    > [17,] 33.12181 0.0154401483 0.6559537 0.164686914 0.3853889 -0.005448812
    > [18,] 23.32880 0.0256585785 0.3960939 0.809689053 4.5240013 2.927226890
    > [19,] 15.75854 0.0262905884 0.2240622 0.860731652 3.6126016 2.075696344
    > [20,] 29.42405 0.0204840432 0.9576801 0.727874937 9.0648675 1.992714006
    > [21,] 24.66798 0.0197557309 0.1131756 0.711084589 7.0383585 1.919921479
    > [22,] 53.71212 0.0121310936 0.8855798 0.011622317 5.6207346 9.018722054
    > [23,] 25.38105 0.0067866786 0.8729211 0.873814495 6.5237440 2.088301048
    > [24,] 43.95439 0.0239471822 0.5370029 0.108477885 6.1738018 7.216696644
    > [25,] 31.21980 0.0279878912 0.7688117 0.580675989 3.5399533 3.285946207
    > [26,] 37.09550 -0.0131339831 0.3634725 0.260011790 5.1873505 -0.617285884
    > [27,] 37.03094 0.0179402612 0.8358957 0.270369251 6.5265965 0.939922161
    > [28,] 33.61807 0.0110982283 0.7585728 0.778087326 9.7790947 2.350319596
    > [29,] 44.06647 0.0060360429 0.4539714 0.367009909 5.9979490 1.230187511
    > [30,] 24.79778 -0.0237204800 0.5666910 0.623621065 7.6614974 -0.822303745
    > [31,] 16.21895 -0.0212184024 0.6233836 0.687263698 1.3152468 -0.769643217
    > [32,] 27.92953 0.0259712455 0.8972244 0.847373716 7.9120244 4.899001580
    > [33,] 30.27079 0.0339140931 0.5032410 0.560099349 6.8241622 6.528374158
    > [34,] 41.50508 0.0278334494 0.9892013 0.002312266 7.4929412 9.926211945
    > [35,] 22.86769 -0.0065829733 0.9247826 0.893955811 6.0495243 1.316344261
    > [36,] 13.40917 0.0040678012 0.4489613 0.889711972 3.7679562 0.943844175
    > [37,] 18.53871 0.0049350720 0.8795652 0.940935456 7.5671038 1.681621153
    > [38,] 37.26111 0.0094377743 0.7936753 0.431659499 8.8627189 1.104849454
    > [39,] 23.92776 0.0413991244 0.6201747 0.728199020 -0.6308314 7.965718057
    > [40,] 37.53827 0.0086180309 0.6358406 0.304415088 4.6299309 0.196243975
    > [41,] 25.37515 0.0280465764 0.2515357 0.803406120 4.0542424 4.215044234
    > [42,] 26.70302 -0.0117413389 0.9312991 0.905590814 4.6376810 1.376703289
    > [43,] 34.11048 0.0296960045 0.8519191 0.454611547 6.6104634 8.038678673
    > [44,] 23.52453 0.0001566926 0.7598630 0.761657635 5.4136889 0.830012399
    > [45,] 26.46788 0.0327017758 0.1174183 0.889403514 4.4711069 8.689172304
    > [46,] 26.49930 0.0327401238 0.6678758 0.903310718 2.5546759 7.489233116
    > [47,] 23.71583 0.0104353579 0.7810449 0.869456339 5.6004581 2.111433602
    > [48,] 37.19926 0.0203061758 0.8191081 0.471455019 4.8699936 3.044319828
    > [49,] 29.14316 0.0060115845 0.6811473 0.721811825 5.4679897 2.252203007
    > [50,] 29.85631 0.0315784623 0.3768053 0.149608382 1.6258040 1.135845397
    > [51,] 52.03333 0.0086432325 0.8769975 0.212317942 8.7004230 1.510826324
    > [52,] 38.44188 0.0286979231 0.1837672 0.028099585 6.8677200 4.095052098
    1648,1669c1631,1652
    < [54,] 30.90817 0.0157383945 0.3523369 0.935325076 4.1941337 5.473412987
    < [55,] 34.52878 -0.0058543735 0.9590320 0.788073786 9.7089972 1.475472074
    < [56,] 19.35150 -0.0114468301 0.6791774 0.594653884 1.6874740 -0.494879370
    < [57,] 14.43259 0.0123772276 0.5387117 0.878382663 0.4677624 1.450753056
    < [58,] 51.84587 0.0135018806 0.5903040 0.031213578 9.0187451 -0.059389607
    < [59,] 35.59484 0.0269076258 0.5595206 0.508994600 5.9507793 4.844156778
    < [60,] 37.54676 0.0286113691 0.2199696 0.098971610 7.8625084 2.994157226
    < [61,] 27.73939 0.0144822785 0.8098040 0.620187558 4.1704176 1.303624021
    < [62,] 52.95640 0.0089338640 0.7973727 0.108220064 8.7485359 1.641563122
    < [63,] 24.96693 -0.0101391767 0.8276264 0.815325291 9.2076375 0.774168724
    < [64,] 18.06214 0.0289872897 0.5279925 0.921134201 2.3257542 3.290294010
    < [65,] 56.04163 0.0107632864 0.5101278 0.163458946 8.3205401 2.235339910
    < [66,] 36.23351 0.0243695255 0.4382081 0.045019009 3.3854557 -0.171727467
    < [67,] 28.97203 -0.0198642164 0.7743186 0.606362255 2.8728248 -0.240606958
    < [68,] 44.62758 0.0188974417 0.9212563 0.218959573 5.4121421 3.273713127
    < [69,] 39.53556 0.0142167056 0.5023233 0.739142080 2.7586500 5.790596375
    < [70,] 37.07138 0.0059846112 0.9666852 0.578290097 8.9529290 1.421331842
    < [71,] 29.34038 0.0248316273 0.9740332 0.590772731 8.4077835 2.418901820
    < [72,] 24.65549 0.0204701755 0.3515769 0.897192623 8.1442790 3.506472251
    < [73,] 52.62435 0.0100212280 0.8169282 0.161609607 7.5086799 4.149428148
    < [74,] 19.93784 0.0293135980 0.5723158 0.897769551 6.9985578 2.922455290
    < [75,] 29.84318 0.0240031892 0.8735076 0.936384165 5.7178099 7.826489174
    ---
    > [54,] 30.90831 0.0157383945 0.3523369 0.935325076 4.1941337 5.473412987
    > [55,] 34.52888 -0.0058543735 0.9590320 0.788073786 9.7089972 1.475472074
    > [56,] 19.35144 -0.0114468301 0.6791774 0.594653884 1.6874740 -0.494879370
    > [57,] 14.43264 0.0123772276 0.5387117 0.878382663 0.4677624 1.450753056
    > [58,] 51.84596 0.0135018806 0.5903040 0.031213578 9.0187451 -0.059389607
    > [59,] 35.59488 0.0269076258 0.5595206 0.508994600 5.9507793 4.844156778
    > [60,] 37.54725 0.0286113691 0.2199696 0.098971610 7.8625084 2.994157226
    > [61,] 27.73948 0.0144822785 0.8098040 0.620187558 4.1704176 1.303624021
    > [62,] 52.95661 0.0089338640 0.7973727 0.108220064 8.7485359 1.641563122
    > [63,] 24.96715 -0.0101391767 0.8276264 0.815325291 9.2076375 0.774168724
    > [64,] 18.06245 0.0289872897 0.5279925 0.921134201 2.3257542 3.290294010
    > [65,] 56.04164 0.0107632864 0.5101278 0.163458946 8.3205401 2.235339910
    > [66,] 36.23356 0.0243695255 0.4382081 0.045019009 3.3854557 -0.171727467
    > [67,] 28.97191 -0.0198642164 0.7743186 0.606362255 2.8728248 -0.240606958
    > [68,] 44.62761 0.0188974417 0.9212563 0.218959573 5.4121421 3.273713127
    > [69,] 39.53564 0.0142167056 0.5023233 0.739142080 2.7586500 5.790596375
    > [70,] 37.07131 0.0059846112 0.9666852 0.578290097 8.9529290 1.421331842
    > [71,] 29.34046 0.0248316273 0.9740332 0.590772731 8.4077835 2.418901820
    > [72,] 24.65579 0.0204701755 0.3515769 0.897192623 8.1442790 3.506472251
    > [73,] 52.62452 0.0100212280 0.8169282 0.161609607 7.5086799 4.149428148
    > [74,] 19.93817 0.0293135980 0.5723158 0.897769551 6.9985578 2.922455290
    > [75,] 29.84336 0.0240031892 0.8735076 0.936384165 5.7178099 7.826489174
    1671,1684c1654,1667
    < [77,] 53.61108 -0.0074213700 0.9492006 0.695582622 9.8400967 3.737684620
    < [78,] 26.60000 0.0266411874 0.9935682 0.912537687 7.2358023 4.576666995
    < [79,] 24.56184 0.0203143852 0.5557768 0.692267525 4.1683672 1.711480196
    < [80,] 32.94111 0.0232294597 0.9353991 0.495427080 4.5601744 2.598113825
    < [81,] 29.50277 0.0237448789 0.8238756 0.567242264 3.6831483 2.217478185
    < [82,] 34.07007 0.0228963153 0.7098831 0.908977951 7.5296006 9.030110583
    < [83,] 43.96948 0.0161201697 0.6284608 0.385036264 5.9431396 4.584963245
    < [84,] 25.49383 0.0192382394 0.9785865 0.880289218 4.3747445 3.330999529
    < [85,] 22.21336 0.0147015308 0.6189093 0.818279132 6.2761872 1.733127352
    < [86,] 23.06823 0.0052099608 0.7370175 0.675290917 4.1922484 0.673419623
    < [87,] 42.02423 0.0215227478 0.7386851 0.120734690 5.4754720 2.065003251
    < [88,] 22.11637 -0.0242192576 0.5663098 0.956803746 6.7401933 1.163071149
    < [89,] 42.27048 0.0136093557 0.5490792 0.324919863 3.2216034 1.507258080
    < [90,] 38.73489 0.0258551200 0.7939633 0.228447144 6.8037586 4.555641321
    ---
    > [77,] 53.61130 -0.0074213700 0.9492006 0.695582622 9.8400967 3.737684620
    > [78,] 26.59997 0.0266411874 0.9935682 0.912537687 7.2358023 4.576666995
    > [79,] 24.56199 0.0203143852 0.5557768 0.692267525 4.1683672 1.711480196
    > [80,] 32.94101 0.0232294597 0.9353991 0.495427080 4.5601744 2.598113825
    > [81,] 29.50287 0.0237448789 0.8238756 0.567242264 3.6831483 2.217478185
    > [82,] 34.07029 0.0228963153 0.7098831 0.908977951 7.5296006 9.030110583
    > [83,] 43.96987 0.0161201697 0.6284608 0.385036264 5.9431396 4.584963245
    > [84,] 25.49400 0.0192382394 0.9785865 0.880289218 4.3747445 3.330999529
    > [85,] 22.21328 0.0147015308 0.6189093 0.818279132 6.2761872 1.733127352
    > [86,] 23.06810 0.0052099608 0.7370175 0.675290917 4.1922484 0.673419623
    > [87,] 42.02429 0.0215227478 0.7386851 0.120734690 5.4754720 2.065003251
    > [88,] 22.11641 -0.0242192576 0.5663098 0.956803746 6.7401933 1.163071149
    > [89,] 42.27062 0.0136093557 0.5490792 0.324919863 3.2216034 1.507258080
    > [90,] 38.73477 0.0258551200 0.7939633 0.228447144 6.8037586 4.555641321
    1695c1678
    < 22.21336081 0.01470153 0.61890929 0.81827913 6.27618723 1.73312735
    ---
    > 22.21327990 0.01470153 0.61890929 0.81827913 6.27618723 1.73312735
    1721,1725c1704,1708
    < [1] 465.1097 490.5041 511.9328 525.3062 557.6297 585.5475 596.5665
    < [8] 577.5001 606.7156 651.2944 755.9571 768.5929 777.2458 762.8344
    < [15] 777.2476 790.7737 819.0159 871.5513 870.0146 855.7374 846.2940
    < [22] 857.4882 872.7991 895.0634 905.6284 919.1802 967.0690 1013.9195
    < [29] 1044.4550 1049.8293 1015.3650
    ---
    > [1] 465.1080 490.5023 511.9309 525.3043 557.6276 585.5454 596.5643
    > [8] 577.4980 606.7134 651.2920 755.9544 768.5901 777.2429 762.8316
    > [15] 777.2448 790.7708 819.0129 871.5481 870.0114 855.7342 846.2909
    > [22] 857.4850 872.7959 895.0602 905.6251 919.1768 967.0655 1013.9158
    > [29] 1044.4512 1049.8255 1015.3613
    1728,1733c1711,1716
    < [1] -11.609696 -13.844060 -13.372751 -16.376196 -3.769653 1.162479
    < [7] 2.673542 3.909898 19.144393 34.655614 -33.687143 -34.032877
    < [13] -16.525765 38.105595 38.372390 40.026292 52.304131 -11.511295
    < [19] -24.774576 -39.207354 -17.363952 -7.788169 -4.659127 -14.883448
    < [25] -37.078429 -26.750191 -42.499049 -45.479484 -42.244961 -47.749287
    < [31] -75.894990
    ---
    > [1] -11.608002 -13.842274 -13.370886 -16.374283 -3.767622 1.164612
    > [7] 2.675715 3.912002 19.146603 34.657986 -33.684389 -34.030078
    > [13] -16.522933 38.108374 38.375221 40.029172 52.307114 -11.508121
    > [19] -24.771407 -39.204237 -17.360869 -7.785045 -4.655948 -14.880188
    > [25] -37.075131 -26.746843 -42.495527 -45.475790 -42.241157 -47.745463
    > [31] -75.891292
    1736c1719
    < [1] 30885.94
    ---
    > [1] 30883.45
    1740,1745c1723,1728
    < gamma 4.839953e+09 2.029901e+00 1.188461e+09 -6.862201e+07 -3.258188e+09
    < lambda 2.029901e+00 2.114842e-08 5.001503e-01 -2.878021e-02 -1.402495e+00
    < delta_1 1.188461e+09 5.001503e-01 2.918365e+08 -1.685028e+07 -8.002119e+08
    < delta -6.862201e+07 -2.878021e-02 -1.685028e+07 9.729391e+05 4.619537e+07
    < rho_1 -3.258188e+09 -1.402495e+00 -8.002119e+08 4.619537e+07 2.196684e+09
    < rho -1.320844e+03 2.018145e-06 -3.255069e+02 1.872733e+01 9.139315e+02
    ---
    > gamma 4.821017e+09 2.022098e+00 1.183816e+09 -6.835377e+07 -3.245464e+09
    > lambda 2.022098e+00 2.114536e-08 4.982364e-01 -2.866968e-02 -1.397252e+00
    > delta_1 1.183816e+09 4.982364e-01 2.906971e+08 -1.678448e+07 -7.970909e+08
    > delta -6.835377e+07 -2.866968e-02 -1.678448e+07 9.691395e+05 4.601513e+07
    > rho_1 -3.245464e+09 -1.397252e+00 -7.970909e+08 4.601513e+07 2.188135e+09
    > rho -1.315772e+03 2.020253e-06 -3.242627e+02 1.865548e+01 9.105235e+02
    1747,1752c1730,1735
    < gamma -1.320844e+03
    < lambda 2.018145e-06
    < delta_1 -3.255069e+02
    < delta 1.872733e+01
    < rho_1 9.139315e+02
    < rho 1.105718e-03
    ---
    > gamma -1.315772e+03
    > lambda 2.020253e-06
    > delta_1 -3.242627e+02
    > delta 1.865548e+01
    > rho_1 9.105235e+02
    > rho 1.104365e-03
    1765c1748
    < 22.2134 0.0147 0.6189 0.8183 6.2762 1.7331
    ---
    > 22.2133 0.0147 0.6189 0.8183 6.2762 1.7331
    1785c1768
    < gamma 2.221e+01 2.196e+06 0.000 0.99999
    ---
    > gamma 2.221e+01 2.192e+06 0.000 0.99999
    1787,1790c1770,1773
    < delta_1 6.189e-01 5.392e+05 0.000 1.00000
    < delta 8.183e-01 3.113e+04 0.000 0.99998
    < rho_1 6.276e+00 1.479e+06 0.000 1.00000
    < rho 1.733e+00 1.050e+00 1.651 0.09869 .
    ---
    > delta_1 6.189e-01 5.381e+05 0.000 1.00000
    > delta 8.183e-01 3.107e+04 0.000 0.99998
    > rho_1 6.276e+00 1.476e+06 0.000 1.00000
    > rho 1.733e+00 1.049e+00 1.652 0.09847 .
    1794,1795c1777,1778
    < Residual standard error: 31.56455
    < Multiple R-squared: 0.9610049
    ---
    > Residual standard error: 31.56327
    > Multiple R-squared: 0.9610081
    1799,1800c1782,1783
    < E_1_2 (HM) 1.374e-01 2.794e+04 0.000 1.00000
    < E_(1,2)_3 (AU) 3.659e-01 1.405e-01 2.604 0.00921 **
    ---
    > E_1_2 (HM) 1.374e-01 2.789e+04 0.000 1.00000
    > E_(1,2)_3 (AU) 3.659e-01 1.404e-01 2.606 0.00917 **
    1824c1807
    < 1.25197422 0.02044663 0.01787768 0.96974109
    ---
    > 1.25197418 0.02044663 0.01787768 0.96974109
    1842c1825
    < 1.25197422 0.02044663 0.01787768 0.96974109 0.18130000 0.53000000
    ---
    > 1.25197418 0.02044663 0.01787768 0.96974109 0.18130000 0.53000000
    1881,1884c1864,1867
    < [1] 479.7675 483.1228 500.1012 511.3414 552.1575 587.5812 575.9575 575.1887
    < [9] 637.8737 674.7247 734.9088 733.2304 755.7525 793.2500 808.0029 829.1678
    < [17] 875.3651 870.7494 858.2023 807.1389 809.7654 844.5904 863.4406 857.8716
    < [25] 874.1304 906.8522 946.1222 963.6586 991.2801 990.1084 964.5387
    ---
    > [1] 479.7675 483.1228 500.1012 511.3414 552.1574 587.5811 575.9575 575.1887
    > [9] 637.8737 674.7246 734.9087 733.2304 755.7525 793.2500 808.0028 829.1678
    > [17] 875.3650 870.7493 858.2022 807.1389 809.7654 844.5903 863.4406 857.8716
    > [25] 874.1303 906.8522 946.1221 963.6585 991.2801 990.1084 964.5386
    1887,1892c1870,1875
    < [1] -26.2675269 -6.4628253 -1.5412161 -2.4114128 1.7025337 -0.8711809
    < [7] 23.2824678 6.2213112 -12.0137429 11.2253252 -12.6387752 1.3295986
    < [13] 4.9674910 7.6899992 7.6171411 1.6321512 -4.0450647 -10.7093776
    < [19] -12.9622832 9.3910877 19.1645959 5.1096172 4.6993683 22.3083817
    < [25] -5.5803548 -14.4222334 -21.5522019 4.7814145 10.9298814 11.9715744
    < [31] -25.0686817
    ---
    > [1] -26.2675018 -6.4628003 -1.5411901 -2.4113862 1.7025630 -0.8711494
    > [7] 23.2824984 6.2213422 -12.0137076 11.2253627 -12.6387332 1.3296403
    > [13] 4.9675344 7.6900461 7.6171889 1.6322003 -4.0450124 -10.7093257
    > [19] -12.9622323 9.3911349 19.1646435 5.1096673 4.6994196 22.3084321
    > [25] -5.5803034 -14.4221798 -21.5521452 4.7814719 10.9299406 11.9716333
    > [31] -25.0686244
    1899,1904c1882,1887
    < gamma 3.011021e-02 -1.418360e-06 -9.303170e-05 -5.932955e-03 4.373947e-03
    < lambda -1.418360e-06 2.091503e-08 -3.368138e-07 4.409751e-08 9.462613e-07
    < delta_1 -9.303170e-05 -3.368138e-07 3.823773e-05 2.367499e-05 -8.739098e-04
    < delta -5.932955e-03 4.409751e-08 2.367499e-05 1.172841e-03 -9.067856e-04
    < rho_1 4.373947e-03 9.462613e-07 -8.739098e-04 -9.067856e-04 2.269744e-02
    < rho -5.109772e-02 5.596411e-07 1.723519e-04 1.010261e-02 -7.029221e-03
    ---
    > gamma 3.011022e-02 -1.418360e-06 -9.303171e-05 -5.932956e-03 4.373948e-03
    > lambda -1.418360e-06 2.091503e-08 -3.368138e-07 4.409753e-08 9.462616e-07
    > delta_1 -9.303171e-05 -3.368138e-07 3.823774e-05 2.367500e-05 -8.739101e-04
    > delta -5.932956e-03 4.409753e-08 2.367500e-05 1.172841e-03 -9.067859e-04
    > rho_1 4.373948e-03 9.462616e-07 -8.739101e-04 -9.067859e-04 2.269744e-02
    > rho -5.109773e-02 5.596411e-07 1.723519e-04 1.010261e-02 -7.029222e-03
    1906c1889
    < gamma -5.109772e-02
    ---
    > gamma -5.109773e-02
    1910c1893
    < rho_1 -7.029221e-03
    ---
    > rho_1 -7.029222e-03
    1951c1934
    < rho_1 0.181300 1.878360 0.097 0.9231
    ---
    > rho_1 0.181300 1.878361 0.097 0.9231
    1975c1958
    < 1.25201485 0.02044684 0.01786807 0.96973615
    ---
    > 1.25201480 0.02044684 0.01786806 0.96973615
    1982c1965
    < 577 86
    ---
    > 573 86
    1993c1976
    < 1.25201485 0.02044684 0.01786807 0.96973615 0.18130000 0.53000000
    ---
    > 1.25201480 0.02044684 0.01786806 0.96973615 0.18130000 0.53000000
    1997c1980
    < 577 86
    ---
    > 573 86
    2035c2018
    < [17] 875.3653 870.7480 858.2015 807.1394 809.7653 844.5897 863.4399 857.8718
    ---
    > [17] 875.3653 870.7480 858.2015 807.1393 809.7653 844.5897 863.4399 857.8718
    2039,2044c2022,2027
    < [1] -26.2752269 -6.4708381 -1.5493164 -2.4196559 1.6946411 -0.8790297
    < [7] 23.2745735 6.2139755 -12.0204350 11.2186722 -12.6420806 1.3260065
    < [13] 4.9645272 7.6892196 7.6162868 1.6314171 -4.0452755 -10.7080067
    < [19] -12.9615080 9.3906497 19.1646572 5.1103001 4.7000959 22.3082123
    < [25] -5.5808185 -14.4222056 -21.5490446 4.7846271 10.9334312 11.9744428
    < [31] -25.0661171
    ---
    > [1] -26.2752257 -6.4708366 -1.5493149 -2.4196545 1.6946423 -0.8790287
    > [7] 23.2745748 6.2139763 -12.0204350 11.2186723 -12.6420801 1.3260073
    > [13] 4.9645276 7.6892188 7.6162859 1.6314161 -4.0452770 -10.7080067
    > [19] -12.9615079 9.3906505 19.1646578 5.1103003 4.7000960 22.3082129
    > [25] -5.5808181 -14.4222056 -21.5490438 4.7846286 10.9334329 11.9744445
    > [31] -25.0661157
    2051,2056c2034,2039
    < gamma 3.011770e-02 -1.418536e-06 -9.304482e-05 -5.934256e-03 4.376906e-03
    < lambda -1.418536e-06 2.091495e-08 -3.368278e-07 4.411980e-08 9.468809e-07
    < delta_1 -9.304482e-05 -3.368278e-07 3.824046e-05 2.367743e-05 -8.744261e-04
    < delta -5.934256e-03 4.411980e-08 2.367743e-05 1.173063e-03 -9.073729e-04
    < rho_1 4.376906e-03 9.468809e-07 -8.744261e-04 -9.073729e-04 2.272261e-02
    < rho -5.110043e-02 5.597278e-07 1.723427e-04 1.010285e-02 -7.032661e-03
    ---
    > gamma 3.011770e-02 -1.418536e-06 -9.304482e-05 -5.934256e-03 4.376907e-03
    > lambda -1.418536e-06 2.091495e-08 -3.368278e-07 4.411980e-08 9.468811e-07
    > delta_1 -9.304482e-05 -3.368278e-07 3.824046e-05 2.367743e-05 -8.744262e-04
    > delta -5.934256e-03 4.411980e-08 2.367743e-05 1.173063e-03 -9.073731e-04
    > rho_1 4.376907e-03 9.468811e-07 -8.744262e-04 -9.073731e-04 2.272262e-02
    > rho -5.110043e-02 5.597279e-07 1.723427e-04 1.010285e-02 -7.032663e-03
    2059c2042
    < lambda 5.597278e-07
    ---
    > lambda 5.597279e-07
    2062,2063c2045,2046
    < rho_1 -7.032661e-03
    < rho 8.705831e-02
    ---
    > rho_1 -7.032663e-03
    > rho 8.705832e-02
    2095c2078
    < Convergence achieved after 577 function and 86 gradient calls
    ---
    > Convergence achieved after 573 function and 86 gradient calls
    2127c2110
    < 1.25201560 0.02044683 0.01786820 0.96973613
    ---
    > 1.25201520 0.02044684 0.01786816 0.96973614
    2134c2117
    < 171 171
    ---
    > 157 157
    2145c2128
    < 1.25201560 0.02044683 0.01786820 0.96973613 0.18130000 0.53000000
    ---
    > 1.25201520 0.02044684 0.01786816 0.96973614 0.18130000 0.53000000
    2149c2132
    < 171 171
    ---
    > 157 157
    2189,2191c2172,2174
    < [9] 637.8804 674.7313 734.9121 733.2340 755.7555 793.2507 808.0037 829.1685
    < [17] 875.3652 870.7480 858.2015 807.1393 809.7653 844.5897 863.4399 857.8718
    < [25] 874.1308 906.8522 946.1190 963.6554 991.2766 990.1056 964.5361
    ---
    > [9] 637.8804 674.7313 734.9121 733.2340 755.7555 793.2508 808.0037 829.1686
    > [17] 875.3653 870.7480 858.2015 807.1394 809.7654 844.5897 863.4399 857.8718
    > [25] 874.1308 906.8522 946.1191 963.6554 991.2766 990.1056 964.5362
    2194,2199c2177,2182
    < [1] -26.2752191 -6.4708343 -1.5493114 -2.4196489 1.6946529 -0.8790128
    < [7] 23.2745860 6.2139954 -12.0204017 11.2187059 -12.6420740 1.3260118
    < [13] 4.9645373 7.6892500 7.6163207 1.6314569 -4.0452270 -10.7079956
    < [19] -12.9614953 9.3906564 19.1646673 5.1103193 4.7001193 22.3082324
    < [25] -5.5807902 -14.4221689 -21.5490386 4.7846206 10.9334230 11.9744406
    < [31] -25.0661114
    ---
    > [1] -26.2752013 -6.4708151 -1.5492933 -2.4196322 1.6946661 -0.8790027
    > [7] 23.2745969 6.2140010 -12.0204041 11.2187018 -12.6420756 1.3260099
    > [13] 4.9645305 7.6892242 7.6162918 1.6314234 -4.0452678 -10.7080261
    > [19] -12.9615265 9.3906301 19.1646369 5.1102813 4.7000772 22.3081921
    > [25] -5.5808355 -14.4222216 -21.5490887 4.7845729 10.9333722 11.9743869
    > [31] -25.0661682
    2206,2211c2189,2194
    < gamma 3.011770e-02 -1.418536e-06 -9.304476e-05 -5.934254e-03 4.376874e-03
    < lambda -1.418536e-06 2.091495e-08 -3.368278e-07 4.411969e-08 9.468739e-07
    < delta_1 -9.304476e-05 -3.368278e-07 3.824047e-05 2.367741e-05 -8.744202e-04
    < delta -5.934254e-03 4.411969e-08 2.367741e-05 1.173062e-03 -9.073659e-04
    < rho_1 4.376874e-03 9.468739e-07 -8.744202e-04 -9.073659e-04 2.272230e-02
    < rho -5.110038e-02 5.597267e-07 1.723424e-04 1.010283e-02 -7.032603e-03
    ---
    > gamma 3.011769e-02 -1.418536e-06 -9.304476e-05 -5.934252e-03 4.376881e-03
    > lambda -1.418536e-06 2.091495e-08 -3.368278e-07 4.411970e-08 9.468751e-07
    > delta_1 -9.304476e-05 -3.368278e-07 3.824046e-05 2.367741e-05 -8.744215e-04
    > delta -5.934252e-03 4.411970e-08 2.367741e-05 1.173062e-03 -9.073676e-04
    > rho_1 4.376881e-03 9.468751e-07 -8.744215e-04 -9.073676e-04 2.272238e-02
    > rho -5.110039e-02 5.597270e-07 1.723425e-04 1.010284e-02 -7.032620e-03
    2213,2218c2196,2201
    < gamma -5.110038e-02
    < lambda 5.597267e-07
    < delta_1 1.723424e-04
    < delta 1.010283e-02
    < rho_1 -7.032603e-03
    < rho 8.705816e-02
    ---
    > gamma -5.110039e-02
    > lambda 5.597270e-07
    > delta_1 1.723425e-04
    > delta 1.010284e-02
    > rho_1 -7.032620e-03
    > rho 8.705825e-02
    2250c2233
    < Convergence achieved after 171 function and 171 gradient calls
    ---
    > Convergence achieved after 157 function and 157 gradient calls
    2255c2238
    < gamma 1.252016 2.163722 0.579 0.5628
    ---
    > gamma 1.252015 2.163721 0.579 0.5628
    2259,2260c2242,2243
    < rho_1 0.181300 1.879389 0.096 0.9231
    < rho 0.530000 3.678707 0.144 0.8854
    ---
    > rho_1 0.181300 1.879392 0.096 0.9231
    > rho 0.530000 3.678709 0.144 0.8854
    2281c2264
    < parameter estimates: 1.51479182457704, 0.0208270249959781, 1.80197703132128e-16, 0.948373139101632, 11.926270751973
    ---
    > parameter estimates: 1.51479182457738, 0.0208270249959776, 1.80197703123568e-16, 0.948373139101611, 11.9262707519898
    2420c2403
    < parameter estimates: 0.944544493382377, 0.0202121090999717, 0.0189990866312254, 0.999997787263344, 2.95063343622335
    ---
    > parameter estimates: 0.944544493498803, 0.0202121091000538, 0.0189990866345774, 0.999997787263305, 2.95063343176934
    2426c2409
    < 0.94454449 0.02021211 0.01899909 0.99999779 0.18130000 2.95063344
    ---
    > 0.94454449 0.02021211 0.01899909 0.99999779 0.18130000 2.95063343
    2471,2473c2454,2456
    < [1] -25.54882206 -4.16688271 0.68294175 -0.07889483 2.09900790
    < [6] -1.39494167 23.93093830 5.62688477 -14.23225923 8.95056467
    < [11] -15.26447093 -1.28460706 2.62691845 8.76760026 8.70705614
    ---
    > [1] -25.54882206 -4.16688271 0.68294175 -0.07889484 2.09900790
    > [6] -1.39494167 23.93093830 5.62688477 -14.23225923 8.95056468
    > [11] -15.26447092 -1.28460706 2.62691845 8.76760026 8.70705614
    2559c2542
    < parameter estimates: 1.25201480677913, 0.0204468413490353, 0.017868065451881, 0.969736147528639
    ---
    > parameter estimates: 1.25201480677914, 0.0204468413490353, 0.0178680654518809, 0.969736147528639
    2706c2689
    < [1] 1.25201414 0.02044684 0.01786821 0.96973623
    ---
    > [1] 1.25201465 0.02044684 0.01786805 0.96973615
    2709c2692
    < [1] -0.08778519 20.35751721 1.77747708 -0.01863129
    ---
    > [1] 0.03133290 -0.06194709 -0.14886061 0.47286470
    2715c2698
    < [1] 105
    ---
    > [1] 106
    2720c2703
    < 1.25201414 0.02044684 0.01786821 0.96973623 0.18130000 0.53000000
    ---
    > 1.25201465 0.02044684 0.01786805 0.96973615 0.18130000 0.53000000
    2723c2706
    < [1] 105
    ---
    > [1] 106
    2759c2742
    < [1] 479.7751 483.1307 500.1092 511.3496 552.1653 587.5889 575.9653 575.1959
    ---
    > [1] 479.7752 483.1308 500.1093 511.3497 552.1654 587.5890 575.9654 575.1960
    2761,2762c2744,2745
    < [17] 875.3653 870.7481 858.2015 807.1394 809.7654 844.5897 863.4399 857.8718
    < [25] 874.1308 906.8522 946.1191 963.6554 991.2766 990.1056 964.5362
    ---
    > [17] 875.3653 870.7480 858.2015 807.1393 809.7653 844.5897 863.4399 857.8718
    > [25] 874.1308 906.8522 946.1190 963.6554 991.2766 990.1056 964.5361
    2765,2770c2748,2753
    < [1] -26.275133 -6.470738 -1.549215 -2.419552 1.694737 -0.878936
    < [7] 23.274671 6.214063 -12.020362 11.218744 -12.642062 1.326032
    < [13] 4.964542 7.689200 7.616269 1.631398 -4.045305 -10.708054
    < [19] -12.961544 9.390639 19.164639 5.110271 4.700067 22.308202
    < [25] -5.580824 -14.422219 -21.549104 4.784571 10.933372 11.974397
    < [31] -25.066157
    ---
    > [1] -26.2752263 -6.4708358 -1.5493142 -2.4196538 1.6946417 -0.8790303
    > [7] 23.2745745 6.2139746 -12.0204397 11.2186676 -12.6420829 1.3260054
    > [13] 4.9645246 7.6892120 7.6162791 1.6314086 -4.0452861 -10.7080100
    > [19] -12.9615104 9.3906507 19.1646574 5.1102983 4.7000938 22.3082126
    > [25] -5.5808190 -14.4222077 -21.5490425 4.7846328 10.9334379 11.9744496
    > [31] -25.0661113
    2777,2782c2760,2765
    < gamma 3.011758e-02 -1.418533e-06 -9.304459e-05 -5.934234e-03 4.376861e-03
    < lambda -1.418533e-06 2.091495e-08 -3.368276e-07 4.411943e-08 9.468719e-07
    < delta_1 -9.304459e-05 -3.368276e-07 3.824041e-05 2.367738e-05 -8.744183e-04
    < delta -5.934234e-03 4.411943e-08 2.367738e-05 1.173059e-03 -9.073639e-04
    < rho_1 4.376861e-03 9.468719e-07 -8.744183e-04 -9.073639e-04 2.272224e-02
    < rho -5.110039e-02 5.597264e-07 1.723428e-04 1.010284e-02 -7.032611e-03
    ---
    > gamma 3.011770e-02 -1.418536e-06 -9.304481e-05 -5.934255e-03 4.376910e-03
    > lambda -1.418536e-06 2.091495e-08 -3.368278e-07 4.411979e-08 9.468819e-07
    > delta_1 -9.304481e-05 -3.368278e-07 3.824046e-05 2.367743e-05 -8.744268e-04
    > delta -5.934255e-03 4.411979e-08 2.367743e-05 1.173063e-03 -9.073737e-04
    > rho_1 4.376910e-03 9.468819e-07 -8.744268e-04 -9.073737e-04 2.272265e-02
    > rho -5.110043e-02 5.597280e-07 1.723427e-04 1.010285e-02 -7.032670e-03
    2784,2789c2767,2772
    < gamma -5.110039e-02
    < lambda 5.597264e-07
    < delta_1 1.723428e-04
    < delta 1.010284e-02
    < rho_1 -7.032611e-03
    < rho 8.705854e-02
    ---
    > gamma -5.110043e-02
    > lambda 5.597280e-07
    > delta_1 1.723427e-04
    > delta 1.010285e-02
    > rho_1 -7.032670e-03
    > rho 8.705836e-02
    2821c2804
    < Convergence achieved after 105 iterations
    ---
    > Convergence achieved after 106 iterations
    2825c2808
    < gamma 1.252014 2.163717 0.579 0.5628
    ---
    > gamma 1.252015 2.163722 0.579 0.5628
    2828,2830c2811,2813
    < delta 0.969736 0.427022 2.271 0.0232 *
    < rho_1 0.181300 1.879386 0.096 0.9231
    < rho 0.530000 3.678715 0.144 0.8854
    ---
    > delta 0.969736 0.427023 2.271 0.0232 *
    > rho_1 0.181300 1.879403 0.096 0.9231
    > rho 0.530000 3.678712 0.144 0.8854
    2853c2836
    < 1.25201479 0.02044684 0.01786807 0.96973615
    ---
    > 1.25201478 0.02044684 0.01786806 0.96973615
    2862c2845
    < [1] 83
    ---
    > [1] 84
    2866c2849
    < 151 84
    ---
    > 147 85
    2869c2852
    < [1] "relative convergence (4)"
    ---
    > [1] "both X-convergence and relative convergence (5)"
    2874c2857
    < 1.25201479 0.02044684 0.01786807 0.96973615 0.18130000 0.53000000
    ---
    > 1.25201478 0.02044684 0.01786806 0.96973615 0.18130000 0.53000000
    2877c2860
    < [1] 83
    ---
    > [1] 84
    2883c2866
    < [1] "relative convergence (4)"
    ---
    > [1] "both X-convergence and relative convergence (5)"
    2923,2928c2906,2911
    < [1] -26.2752279 -6.4708384 -1.5493166 -2.4196560 1.6946405 -0.8790306
    < [7] 23.2745733 6.2139748 -12.0204370 11.2186704 -12.6420827 1.3260051
    < [13] 4.9645254 7.6892169 7.6162843 1.6314147 -4.0452783 -10.7080076
    < [19] -12.9615082 9.3906511 19.1646585 5.1103011 4.7000971 22.3082148
    < [25] -5.5808158 -14.4222031 -21.5490413 4.7846318 10.9334366 11.9744488
    < [31] -25.0661111
    ---
    > [1] -26.2752259 -6.4708364 -1.5493146 -2.4196542 1.6946423 -0.8790289
    > [7] 23.2745749 6.2139762 -12.0204358 11.2186715 -12.6420815 1.3260061
    > [13] 4.9645262 7.6892167 7.6162840 1.6314141 -4.0452792 -10.7080084
    > [19] -12.9615092 9.3906501 19.1646573 5.1102995 4.7000953 22.3082128
    > [25] -5.5808180 -14.4222057 -21.5490441 4.7846289 10.9334334 11.9744453
    > [31] -25.0661148
    2938,2940c2921,2923
    < delta -5.934256e-03 4.411979e-08 2.367743e-05 1.173063e-03 -9.073729e-04
    < rho_1 4.376907e-03 9.468810e-07 -8.744262e-04 -9.073729e-04 2.272262e-02
    < rho -5.110043e-02 5.597278e-07 1.723427e-04 1.010285e-02 -7.032662e-03
    ---
    > delta -5.934256e-03 4.411979e-08 2.367743e-05 1.173063e-03 -9.073730e-04
    > rho_1 4.376907e-03 9.468810e-07 -8.744262e-04 -9.073730e-04 2.272262e-02
    > rho -5.110043e-02 5.597279e-07 1.723427e-04 1.010285e-02 -7.032663e-03
    2943c2926
    < lambda 5.597278e-07
    ---
    > lambda 5.597279e-07
    2946c2929
    < rho_1 -7.032662e-03
    ---
    > rho_1 -7.032663e-03
    2981,2982c2964,2965
    < Convergence achieved after 83 iterations
    < Message: relative convergence (4)
    ---
    > Convergence achieved after 84 iterations
    > Message: both X-convergence and relative convergence (5)
    3015c2998
    < 8.20941337 0.01186834 0.37257153 0.78728589
    ---
    > 8.20948479 0.01186834 0.37257153 0.78728589
    3018c3001
    < [1] 29521.04
    ---
    > [1] 29521.43
    3107,3110c3090,3093
    < 70 3.080808e+01 -0.446902756 0.9768333 0.5554291079
    < 71 3.080808e+01 -0.446902756 0.9768333 0.5554291079
    < 72 3.080808e+01 -0.446902756 0.9768333 0.5554291079
    < 73 3.080808e+01 -0.446902756 0.9768333 0.5554291079
    ---
    > 70 3.080809e+01 -0.446902756 0.9768333 0.5554291079
    > 71 3.080809e+01 -0.446902756 0.9768333 0.5554291079
    > 72 3.080809e+01 -0.446902756 0.9768333 0.5554291079
    > 73 3.080809e+01 -0.446902756 0.9768333 0.5554291079
    3114,3132c3097,3115
    < 77 6.313961e+01 -0.186796524 0.2323941 0.3727746720
    < 78 6.313961e+01 -0.186796524 0.2323941 0.3727746720
    < 79 6.313961e+01 -0.186796524 0.2323941 0.2941711637
    < 80 8.338261e+01 -0.184814173 0.9816672 0.1169585437
    < 81 6.538642e+01 -0.050640589 0.8724725 0.0964861677
    < 82 6.538642e+01 -0.050640589 0.8724725 0.0964861677
    < 83 6.538642e+01 -0.050640589 0.8724725 0.0964861677
    < 84 6.313961e+01 -0.011214690 0.6491854 0.2141674708
    < 85 6.313961e+01 -0.011214690 0.6491854 0.2141674708
    < 86 4.357453e+01 -0.009896839 0.4305261 0.3528488642
    < 87 4.357453e+01 -0.009896839 0.4305261 0.3528488642
    < 88 2.980123e+01 -0.008982313 0.7025010 0.5513721814
    < 89 2.980123e+01 -0.008982313 0.7025010 0.5513721814
    < 90 2.980123e+01 -0.008982313 0.7025010 0.5513721814
    < 91 2.980123e+01 -0.008982313 0.7025010 0.5513721814
    < 92 2.980123e+01 -0.008982313 0.7025010 0.5513721814
    < 93 2.165146e+01 0.032028158 0.4088060 0.3192157631
    < 94 2.165146e+01 0.032028158 0.4088060 0.3192157631
    < 95 2.165146e+01 0.032028158 0.4088060 0.3192157631
    ---
    > 77 6.313960e+01 -0.186796524 0.2323941 0.3727746720
    > 78 6.313960e+01 -0.186796524 0.2323941 0.3727746720
    > 79 6.313960e+01 -0.186796524 0.2323941 0.2941711637
    > 80 8.338259e+01 -0.184814173 0.9816672 0.1169585437
    > 81 6.538640e+01 -0.050640589 0.8724725 0.0964861677
    > 82 6.538640e+01 -0.050640589 0.8724725 0.0964861677
    > 83 6.538640e+01 -0.050640589 0.8724725 0.0964861677
    > 84 6.313960e+01 -0.011214690 0.6491854 0.2141674708
    > 85 6.313960e+01 -0.011214690 0.6491854 0.2141674708
    > 86 4.357451e+01 -0.009896839 0.4305261 0.3528488642
    > 87 4.357451e+01 -0.009896839 0.4305261 0.3528488642
    > 88 2.980119e+01 -0.008982313 0.7025010 0.5513721814
    > 89 2.980119e+01 -0.008982313 0.7025010 0.5513721814
    > 90 2.980119e+01 -0.008982313 0.7025010 0.5513721814
    > 91 2.980119e+01 -0.008982313 0.7025010 0.5513721814
    > 92 2.980119e+01 -0.008982313 0.7025010 0.5513721814
    > 93 2.165145e+01 0.032028158 0.4088060 0.3192157631
    > 94 2.165145e+01 0.032028158 0.4088060 0.3192157631
    > 95 2.165145e+01 0.032028158 0.4088060 0.3192157631
    3138,3237c3121,3220
    < 101 3.232071e+01 0.016186956 0.8593418 0.2939869158
    < 102 3.232071e+01 0.016186956 0.8593418 0.2939869158
    < 103 3.232071e+01 0.016186956 0.8593418 0.3108676258
    < 104 1.859240e+01 0.014413563 0.6222864 0.5603046256
    < 105 1.859240e+01 0.014413563 0.6222864 0.5603046256
    < 106 1.859240e+01 0.014413563 0.6222864 0.5603046256
    < 107 1.859240e+01 0.014413563 0.6222864 0.5603046256
    < 108 1.859240e+01 0.014413563 0.6222864 0.5603046256
    < 109 1.859240e+01 0.014413563 0.6222864 0.5603046256
    < 110 1.859240e+01 0.014413563 0.6222864 0.5603046256
    < 111 1.859240e+01 0.014413563 0.6222864 0.5603046256
    < 112 1.859240e+01 0.014413563 0.6222864 0.5603046256
    < 113 1.859240e+01 0.014413563 0.6222864 0.5603046256
    < 114 1.974053e+01 -0.001471366 0.8384683 0.7354949295
    < 115 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 116 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 117 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 118 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 119 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 120 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 121 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 122 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 123 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 124 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 125 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 126 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 127 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 128 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 129 2.238690e+01 0.011599286 0.7141016 0.5347495697
    < 130 2.302082e+01 0.005652288 0.8341902 0.6128077724
    < 131 2.302082e+01 0.005652288 0.8341902 0.6128077724
    < 132 1.665179e+01 0.009390117 0.6482261 0.6624194350
    < 133 1.665179e+01 0.009390117 0.6482261 0.6624194350
    < 134 1.665179e+01 0.009390117 0.6482261 0.6624194350
    < 135 1.665179e+01 0.009149669 0.6482261 0.6624194350
    < 136 1.665179e+01 0.009149669 0.6482261 0.6624194350
    < 137 1.665179e+01 0.009149669 0.6482261 0.6624194350
    < 138 1.665179e+01 0.009149669 0.6482261 0.6624194350
    < 139 1.665179e+01 0.009149669 0.6482261 0.6624194350
    < 140 1.171160e+01 0.011496539 0.4968917 0.7249812006
    < 141 1.171160e+01 0.011496539 0.4968917 0.7249812006
    < 142 1.171160e+01 0.011496539 0.4968917 0.7249812006
    < 143 1.171160e+01 0.011496539 0.4968917 0.7249812006
    < 144 1.171160e+01 0.011496539 0.4968917 0.7249812006
    < 145 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 146 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 147 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 148 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 149 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 150 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 151 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 152 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 153 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 154 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 155 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 156 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 157 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 158 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 159 9.304011e+00 0.014881442 0.3690601 0.7403756211
    < 160 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 161 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 162 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 163 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 164 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 165 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 166 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 167 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 168 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 169 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 170 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 171 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 172 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 173 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 174 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 175 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 176 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 177 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 178 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 179 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 180 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 181 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 182 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 183 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 184 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 185 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 186 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 187 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 188 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 189 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 190 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 191 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 192 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 193 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 194 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 195 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 196 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 197 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 198 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 199 8.209413e+00 0.011868340 0.3725715 0.7872858892
    < 200 8.209413e+00 0.011868340 0.3725715 0.7872858892
    ---
    > 101 3.232069e+01 0.016186956 0.8593418 0.2939869158
    > 102 3.232069e+01 0.016186956 0.8593418 0.2939869158
    > 103 3.232069e+01 0.016186956 0.8593418 0.3108676258
    > 104 1.859233e+01 0.014413563 0.6222864 0.5603046256
    > 105 1.859233e+01 0.014413563 0.6222864 0.5603046256
    > 106 1.859233e+01 0.014413563 0.6222864 0.5603046256
    > 107 1.859233e+01 0.014413563 0.6222864 0.5603046256
    > 108 1.859233e+01 0.014413563 0.6222864 0.5603046256
    > 109 1.859233e+01 0.014413563 0.6222864 0.5603046256
    > 110 1.859233e+01 0.014413563 0.6222864 0.5603046256
    > 111 1.859233e+01 0.014413563 0.6222864 0.5603046256
    > 112 1.859233e+01 0.014413563 0.6222864 0.5603046256
    > 113 1.859233e+01 0.014413563 0.6222864 0.5603046256
    > 114 1.974048e+01 -0.001471366 0.8384683 0.7354949295
    > 115 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 116 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 117 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 118 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 119 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 120 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 121 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 122 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 123 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 124 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 125 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 126 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 127 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 128 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 129 2.238689e+01 0.011599286 0.7141016 0.5347495697
    > 130 2.302085e+01 0.005652288 0.8341902 0.6128077724
    > 131 2.302085e+01 0.005652288 0.8341902 0.6128077724
    > 132 1.665190e+01 0.009390117 0.6482261 0.6624194350
    > 133 1.665190e+01 0.009390117 0.6482261 0.6624194350
    > 134 1.665190e+01 0.009390117 0.6482261 0.6624194350
    > 135 1.665190e+01 0.009149669 0.6482261 0.6624194350
    > 136 1.665190e+01 0.009149669 0.6482261 0.6624194350
    > 137 1.665190e+01 0.009149669 0.6482261 0.6624194350
    > 138 1.665190e+01 0.009149669 0.6482261 0.6624194350
    > 139 1.665190e+01 0.009149669 0.6482261 0.6624194350
    > 140 1.171169e+01 0.011496539 0.4968917 0.7249812006
    > 141 1.171169e+01 0.011496539 0.4968917 0.7249812006
    > 142 1.171169e+01 0.011496539 0.4968917 0.7249812006
    > 143 1.171169e+01 0.011496539 0.4968917 0.7249812006
    > 144 1.171169e+01 0.011496539 0.4968917 0.7249812006
    > 145 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 146 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 147 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 148 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 149 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 150 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 151 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 152 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 153 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 154 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 155 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 156 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 157 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 158 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 159 9.304219e+00 0.014881442 0.3690601 0.7403756211
    > 160 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 161 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 162 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 163 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 164 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 165 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 166 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 167 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 168 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 169 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 170 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 171 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 172 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 173 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 174 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 175 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 176 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 177 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 178 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 179 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 180 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 181 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 182 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 183 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 184 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 185 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 186 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 187 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 188 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 189 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 190 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 191 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 192 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 193 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 194 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 195 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 196 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 197 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 198 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 199 8.209485e+00 0.011868340 0.3725715 0.7872858892
    > 200 8.209485e+00 0.011868340 0.3725715 0.7872858892
    3249,3250c3232,3233
    < [46] 1.380909e+09 1.380909e+09 1.380909e+09 2.688521e+08 2.688521e+08
    < [51] 2.688521e+08 2.688521e+08 2.688521e+08 2.688521e+08 2.512356e+08
    ---
    > [46] 1.380909e+09 1.380909e+09 1.380909e+09 2.688520e+08 2.688520e+08
    > [51] 2.688520e+08 2.688520e+08 2.688520e+08 2.688520e+08 2.512356e+08
    3256,3279c3239,3262
    < [81] 8.154921e+06 8.154921e+06 8.154921e+06 2.637304e+06 2.637304e+06
    < [86] 2.095174e+06 2.095174e+06 8.997520e+05 8.997520e+05 8.997520e+05
    < [91] 8.997520e+05 8.997520e+05 2.982078e+05 2.982078e+05 2.982078e+05
    < [96] 2.431650e+05 2.431650e+05 2.431650e+05 2.431650e+05 2.431650e+05
    < [101] 7.663683e+04 7.663683e+04 5.831451e+04 5.063119e+04 5.063119e+04
    < [106] 5.063119e+04 5.063119e+04 5.063119e+04 5.063119e+04 5.063119e+04
    < [111] 5.063119e+04 5.063119e+04 5.063119e+04 4.846100e+04 4.628809e+04
    < [116] 4.628809e+04 4.628809e+04 4.628809e+04 4.628809e+04 4.628809e+04
    < [121] 4.628809e+04 4.628809e+04 4.628809e+04 4.628809e+04 4.628809e+04
    < [126] 4.628809e+04 4.628809e+04 4.628809e+04 4.628809e+04 4.563230e+04
    < [131] 4.563230e+04 4.191804e+04 4.191804e+04 4.191804e+04 3.998187e+04
    < [136] 3.998187e+04 3.998187e+04 3.998187e+04 3.998187e+04 3.685047e+04
    < [141] 3.685047e+04 3.685047e+04 3.685047e+04 3.685047e+04 3.525365e+04
    < [146] 3.525365e+04 3.525365e+04 3.525365e+04 3.525365e+04 3.525365e+04
    < [151] 3.525365e+04 3.525365e+04 3.525365e+04 3.525365e+04 3.525365e+04
    < [156] 3.525365e+04 3.525365e+04 3.525365e+04 3.525365e+04 2.952104e+04
    < [161] 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04
    < [166] 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04
    < [171] 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04
    < [176] 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04
    < [181] 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04
    < [186] 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04
    < [191] 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04
    < [196] 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04 2.952104e+04
    ---
    > [81] 8.154922e+06 8.154922e+06 8.154922e+06 2.637303e+06 2.637303e+06
    > [86] 2.095173e+06 2.095173e+06 8.997529e+05 8.997529e+05 8.997529e+05
    > [91] 8.997529e+05 8.997529e+05 2.982066e+05 2.982066e+05 2.982066e+05
    > [96] 2.431643e+05 2.431643e+05 2.431643e+05 2.431643e+05 2.431643e+05
    > [101] 7.663761e+04 7.663761e+04 5.831457e+04 5.063374e+04 5.063374e+04
    > [106] 5.063374e+04 5.063374e+04 5.063374e+04 5.063374e+04 5.063374e+04
    > [111] 5.063374e+04 5.063374e+04 5.063374e+04 4.846123e+04 4.628796e+04
    > [116] 4.628796e+04 4.628796e+04 4.628796e+04 4.628796e+04 4.628796e+04
    > [121] 4.628796e+04 4.628796e+04 4.628796e+04 4.628796e+04 4.628796e+04
    > [126] 4.628796e+04 4.628796e+04 4.628796e+04 4.628796e+04 4.563293e+04
    > [131] 4.563293e+04 4.192092e+04 4.192092e+04 4.192092e+04 3.998351e+04
    > [136] 3.998351e+04 3.998351e+04 3.998351e+04 3.998351e+04 3.685245e+04
    > [141] 3.685245e+04 3.685245e+04 3.685245e+04 3.685245e+04 3.525813e+04
    > [146] 3.525813e+04 3.525813e+04 3.525813e+04 3.525813e+04 3.525813e+04
    > [151] 3.525813e+04 3.525813e+04 3.525813e+04 3.525813e+04 3.525813e+04
    > [156] 3.525813e+04 3.525813e+04 3.525813e+04 3.525813e+04 2.952143e+04
    > [161] 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04
    > [166] 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04
    > [171] 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04
    > [176] 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04
    > [181] 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04
    > [186] 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04
    > [191] 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04
    > [196] 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04 2.952143e+04
    3283,3372c3266,3355
    < [1,] 31.225573 0.0188338999 0.8002130 0.2942665
    < [2,] 7.918495 0.0092464770 0.4371451 0.8196996
    < [3,] 8.412949 0.0170834662 0.3175151 0.7443663
    < [4,] 12.965860 0.0088604881 0.5341210 0.7174690
    < [5,] 8.538073 0.0092310907 0.4604008 0.8120258
    < [6,] 16.651788 0.0091496687 0.6482261 0.6624194
    < [7,] 18.914113 0.0087427843 0.7322272 0.6366000
    < [8,] 8.713144 0.0113108368 0.3814221 0.7772122
    < [9,] 9.265364 0.0106386461 0.4275141 0.7806176
    < [10,] 18.046123 0.0107978539 0.6393892 0.6259376
    < [11,] 13.674475 0.0175578111 0.3486646 0.6028730
    < [12,] 7.364041 0.0079015970 0.4372750 0.8423923
    < [13,] 23.353532 0.0241492915 0.2968847 0.3298225
    < [14,] 14.406675 0.0115595250 0.5662901 0.6730637
    < [15,] 11.730629 0.0104898467 0.5527145 0.7432795
    < [16,] 23.517072 0.0030524496 0.8870560 0.6497300
    < [17,] 12.438984 0.0162945502 0.3442798 0.6377693
    < [18,] 14.485701 0.0095096108 0.5653416 0.6854542
    < [19,] 8.660065 0.0151716860 0.3310147 0.7460472
    < [20,] 18.633213 0.0118087569 0.7068372 0.6126735
    < [21,] 8.761401 0.0117716648 0.4347698 0.7845305
    < [22,] 9.673261 0.0078571031 0.4906266 0.7992098
    < [23,] 12.012875 0.0109093353 0.4901893 0.7211743
    < [24,] 26.066910 0.0144301371 0.8247646 0.4478171
    < [25,] 8.209413 0.0118683396 0.3725715 0.7872859
    < [26,] 20.404344 0.0248190407 0.2782759 0.3974349
    < [27,] 18.275969 0.0136901707 0.6518449 0.5889763
    < [28,] 9.848599 0.0211119521 0.2095977 0.6535059
    < [29,] 9.299827 0.0085601375 0.4937173 0.8020647
    < [30,] 16.170951 0.0155803922 0.4378778 0.5808826
    < [31,] 10.625276 0.0146159561 0.3848428 0.7103009
    < [32,] 12.181432 0.0110212180 0.4904380 0.7104319
    < [33,] 27.218530 0.0137916677 0.7244998 0.4109855
    < [34,] 6.792681 0.0078591098 0.4259013 0.8604362
    < [35,] 13.676548 0.0064580256 0.6446129 0.7457915
    < [36,] 20.796993 0.0127776562 0.6850134 0.5455704
    < [37,] 18.368944 0.0128154100 0.6494920 0.5971428
    < [38,] 16.754198 0.0115407737 0.6236538 0.6328413
    < [39,] 20.246264 0.0130908890 0.6445768 0.5467709
    < [40,] 13.288006 0.0161591764 0.3984361 0.6423964
    < [41,] 15.395157 0.0124272403 0.6233109 0.6556303
    < [42,] 32.220352 0.0171320376 0.8409016 0.3014129
    < [43,] 15.103061 0.0094833628 0.6287757 0.6840125
    < [44,] 8.468132 0.0066446333 0.4027392 0.8142268
    < [45,] 12.116567 0.0130843474 0.5038094 0.7012191
    < [46,] 16.865679 0.0041028542 0.7430399 0.7337663
    < [47,] 27.483382 0.0112947188 0.8635021 0.4743561
    < [48,] 7.671797 0.0106225890 0.3422000 0.8013583
    < [49,] 14.816947 0.0042100359 0.6827090 0.7474193
    < [50,] 9.304011 0.0148814422 0.3690601 0.7403756
    < [51,] 32.320712 0.0161869558 0.8593418 0.3147427
    < [52,] 10.261732 0.0125266010 0.4124845 0.7322294
    < [53,] 10.108861 0.0116710005 0.4149627 0.7439400
    < [54,] 10.591654 0.0189659706 0.3211932 0.6593375
    < [55,] 9.883283 0.0085593358 0.4802764 0.7793077
    < [56,] 13.758112 0.0224951518 0.1947312 0.5449148
    < [57,] 13.492661 0.0065147513 0.5747957 0.7346516
    < [58,] 23.759169 0.0112817170 0.8040344 0.5340257
    < [59,] 14.339427 0.0176930328 0.3891853 0.5948725
    < [60,] 20.051655 -0.0082216316 0.9178251 0.8118072
    < [61,] 15.301842 0.0191730529 0.4826762 0.5792052
    < [62,] 17.399313 0.0158722044 0.4443085 0.5395166
    < [63,] 14.925837 0.0083269550 0.6496950 0.7100540
    < [64,] 14.900130 0.0148702431 0.4732250 0.6262700
    < [65,] 21.633754 0.0218832214 0.3247068 0.3880472
    < [66,] 9.142372 0.0145539572 0.3423852 0.7449811
    < [67,] 16.174994 0.0093701136 0.6878108 0.6673921
    < [68,] 18.635651 0.0073433200 0.7420788 0.6557445
    < [69,] 18.842258 0.0146199868 0.5913583 0.5574863
    < [70,] 23.294448 0.0080781061 0.8366256 0.5805267
    < [71,] 6.948535 0.0095293274 0.3357508 0.8247309
    < [72,] 26.177624 0.0146525588 0.7536312 0.4305730
    < [73,] 8.923154 0.0107140565 0.4357595 0.7799570
    < [74,] 10.413110 0.0102487075 0.4765776 0.7553632
    < [75,] 24.868544 0.0169753460 0.6525886 0.4208131
    < [76,] 26.151176 0.0105872622 0.8802752 0.5149572
    < [77,] 24.402474 -0.0120372973 0.9481371 0.7803299
    < [78,] 11.146391 0.0133636450 0.4406791 0.7120464
    < [79,] 9.182769 0.0104370464 0.4373827 0.7836894
    < [80,] 14.738380 0.0094238266 0.6130659 0.6912871
    < [81,] 21.312472 0.0039909598 0.7344835 0.6325122
    < [82,] 22.868132 0.0056522883 0.8341902 0.6128078
    < [83,] 23.009897 0.0085089252 0.7989237 0.5736907
    < [84,] 15.230937 0.0033590175 0.7427556 0.7597073
    < [85,] 10.217657 0.0132722510 0.4313261 0.7371051
    < [86,] 21.739364 0.0073470643 0.8803139 0.6269826
    < [87,] 11.103490 0.0116336978 0.4690705 0.7342165
    < [88,] 6.877176 0.0107541168 0.3869487 0.8360646
    < [89,] 18.285258 -0.0004661061 0.8231921 0.7478054
    < [90,] 10.506650 0.0101025146 0.4958319 0.7680337
    ---
    > [1,] 31.225572 0.0188338999 0.8002130 0.2942665
    > [2,] 7.918531 0.0092464770 0.4371451 0.8196996
    > [3,] 8.413282 0.0170834662 0.3175151 0.7443663
    > [4,] 12.965693 0.0088604881 0.5341210 0.7174690
    > [5,] 8.538269 0.0092310907 0.4604008 0.8120258
    > [6,] 16.651895 0.0091496687 0.6482261 0.6624194
    > [7,] 18.914198 0.0087427843 0.7322272 0.6366000
    > [8,] 8.713328 0.0113108368 0.3814221 0.7772122
    > [9,] 9.265433 0.0106386461 0.4275141 0.7806176
    > [10,] 18.046235 0.0107978539 0.6393892 0.6259376
    > [11,] 13.674680 0.0175578111 0.3486646 0.6028730
    > [12,] 7.364104 0.0079015970 0.4372750 0.8423923
    > [13,] 23.353623 0.0241492915 0.2968847 0.3298225
    > [14,] 14.406801 0.0115595250 0.5662901 0.6730637
    > [15,] 11.730731 0.0104898467 0.5527145 0.7432795
    > [16,] 23.517124 0.0030524496 0.8870560 0.6497300
    > [17,] 12.439071 0.0162945502 0.3442798 0.6377693
    > [18,] 14.485584 0.0095096108 0.5653416 0.6854542
    > [19,] 8.660235 0.0151716860 0.3310147 0.7460472
    > [20,] 18.633315 0.0118087569 0.7068372 0.6126735
    > [21,] 8.761342 0.0117716648 0.4347698 0.7845305
    > [22,] 9.673294 0.0078571031 0.4906266 0.7992098
    > [23,] 12.012917 0.0109093353 0.4901893 0.7211743
    > [24,] 26.067019 0.0144301371 0.8247646 0.4478171
    > [25,] 8.209485 0.0118683396 0.3725715 0.7872859
    > [26,] 20.404299 0.0248190407 0.2782759 0.3974349
    > [27,] 18.276080 0.0136901707 0.6518449 0.5889763
    > [28,] 9.848888 0.0211119521 0.2095977 0.6535059
    > [29,] 9.299791 0.0085601375 0.4937173 0.8020647
    > [30,] 16.170785 0.0155803922 0.4378778 0.5808826
    > [31,] 10.625439 0.0146159561 0.3848428 0.7103009
    > [32,] 12.181465 0.0110212180 0.4904380 0.7104319
    > [33,] 27.218332 0.0137916677 0.7244998 0.4109855
    > [34,] 6.792699 0.0078591098 0.4259013 0.8604362
    > [35,] 13.676592 0.0064580256 0.6446129 0.7457915
    > [36,] 20.797130 0.0127776562 0.6850134 0.5455704
    > [37,] 18.369059 0.0128154100 0.6494920 0.5971428
    > [38,] 16.754253 0.0115407737 0.6236538 0.6328413
    > [39,] 20.246158 0.0130908890 0.6445768 0.5467709
    > [40,] 13.288161 0.0161591764 0.3984361 0.6423964
    > [41,] 15.395312 0.0124272403 0.6233109 0.6556303
    > [42,] 32.220321 0.0171320376 0.8409016 0.3014129
    > [43,] 15.102963 0.0094833628 0.6287757 0.6840125
    > [44,] 8.468370 0.0066446333 0.4027392 0.8142268
    > [45,] 12.116801 0.0130843474 0.5038094 0.7012191
    > [46,] 16.865569 0.0041028542 0.7430399 0.7337663
    > [47,] 27.483477 0.0112947188 0.8635021 0.4743561
    > [48,] 7.671994 0.0106225890 0.3422000 0.8013583
    > [49,] 14.816956 0.0042100359 0.6827090 0.7474193
    > [50,] 9.304219 0.0148814422 0.3690601 0.7403756
    > [51,] 32.320687 0.0161869558 0.8593418 0.3147427
    > [52,] 10.261780 0.0125266010 0.4124845 0.7322294
    > [53,] 10.109054 0.0116710005 0.4149627 0.7439400
    > [54,] 10.591858 0.0189659706 0.3211932 0.6593375
    > [55,] 9.883330 0.0085593358 0.4802764 0.7793077
    > [56,] 13.758234 0.0224951518 0.1947312 0.5449148
    > [57,] 13.492697 0.0065147513 0.5747957 0.7346516
    > [58,] 23.759161 0.0112817170 0.8040344 0.5340257
    > [59,] 14.339352 0.0176930328 0.3891853 0.5948725
    > [60,] 20.051624 -0.0082216316 0.9178251 0.8118072
    > [61,] 15.302047 0.0191730529 0.4826762 0.5792052
    > [62,] 17.399508 0.0158722044 0.4443085 0.5395166
    > [63,] 14.925890 0.0083269550 0.6496950 0.7100540
    > [64,] 14.900346 0.0148702431 0.4732250 0.6262700
    > [65,] 21.633671 0.0218832214 0.3247068 0.3880472
    > [66,] 9.142725 0.0145539572 0.3423852 0.7449811
    > [67,] 16.175081 0.0093701136 0.6878108 0.6673921
    > [68,] 18.635749 0.0073433200 0.7420788 0.6557445
    > [69,] 18.842238 0.0146199868 0.5913583 0.5574863
    > [70,] 23.294590 0.0080781061 0.8366256 0.5805267
    > [71,] 6.948515 0.0095293274 0.3357508 0.8247309
    > [72,] 26.177389 0.0146525588 0.7536312 0.4305730
    > [73,] 8.923404 0.0107140565 0.4357595 0.7799570
    > [74,] 10.413114 0.0102487075 0.4765776 0.7553632
    > [75,] 24.868483 0.0169753460 0.6525886 0.4208131
    > [76,] 26.150969 0.0105872622 0.8802752 0.5149572
    > [77,] 24.402502 -0.0120372973 0.9481371 0.7803299
    > [78,] 11.146572 0.0133636450 0.4406791 0.7120464
    > [79,] 9.182954 0.0104370464 0.4373827 0.7836894
    > [80,] 14.738453 0.0094238266 0.6130659 0.6912871
    > [81,] 21.312443 0.0039909598 0.7344835 0.6325122
    > [82,] 22.868140 0.0056522883 0.8341902 0.6128078
    > [83,] 23.009648 0.0085089252 0.7989237 0.5736907
    > [84,] 15.231068 0.0033590175 0.7427556 0.7597073
    > [85,] 10.217816 0.0132722510 0.4313261 0.7371051
    > [86,] 21.739356 0.0073470643 0.8803139 0.6269826
    > [87,] 11.103546 0.0116336978 0.4690705 0.7342165
    > [88,] 6.877544 0.0107541168 0.3869487 0.8360646
    > [89,] 18.284986 -0.0004661061 0.8231921 0.7478054
    > [90,] 10.506614 0.0101025146 0.4958319 0.7680337
    3383c3366
    < 8.20941337 0.01186834 0.37257153 0.78728589 0.18130000 0.53000000
    ---
    > 8.20948479 0.01186834 0.37257153 0.78728589 0.18130000 0.53000000
    3416,3420c3399,3403
    < [1] 504.3603 520.1679 536.6605 546.3126 575.5871 601.7239 601.5047
    < [8] 583.8667 618.0533 655.6250 742.1784 747.5346 758.2226 751.7400
    < [15] 763.3374 776.0795 806.4504 857.2936 848.8615 820.4869 814.9451
    < [22] 831.3350 845.3170 855.7395 862.6416 879.8750 953.1979 998.0470
    < [29] 1030.3531 1027.0938 990.2816
    ---
    > [1] 504.3647 520.1724 536.6652 546.3173 575.5921 601.7291 601.5099
    > [8] 583.8718 618.0587 655.6307 742.1849 747.5411 758.2292 751.7465
    > [15] 763.3440 776.0863 806.4574 857.3011 848.8689 820.4941 814.9522
    > [22] 831.3422 845.3244 855.7470 862.6491 879.8827 953.2062 998.0557
    > [29] 1030.3620 1027.1028 990.2902
    3423,3428c3406,3411
    < [1] -50.860268 -43.507911 -38.100523 -37.382578 -21.727054 -15.013912
    < [7] -2.264667 -2.456687 7.806725 30.324976 -19.908413 -12.974596
    < [13] 2.497428 49.200012 52.282611 54.720469 64.869622 2.746368
    < [19] -3.621525 -3.956934 13.984854 18.365012 22.822978 24.440469
    < [25] 5.908437 12.554964 -28.627887 -29.606991 -28.143069 -25.013843
    < [31] -50.811556
    ---
    > [1] -50.864656 -43.512437 -38.105192 -37.387331 -21.732062 -15.019147
    > [7] -2.269900 -2.461766 7.801348 30.319272 -19.914870 -12.981100
    > [13] 2.490832 49.193472 52.275970 54.713717 64.862606 2.738909
    > [19] -3.628910 -3.964073 13.977764 18.357779 22.815623 24.433024
    > [25] 5.900932 12.547309 -28.636180 -29.615674 -28.152033 -25.022778
    > [31] -50.820171
    3431c3414
    < [1] 29521.04
    ---
    > [1] 29521.43
    3435,3440c3418,3423
    < gamma 9.782103e-02 -1.172471e-05 -5.201548e-03 -8.113754e-03 1.058872e-02
    < lambda -1.172471e-05 2.133466e-08 -8.275671e-07 1.197610e-07 3.824498e-07
    < delta_1 -5.201548e-03 -8.275671e-07 5.978190e-04 6.198501e-04 -1.010719e-03
    < delta -8.113754e-03 1.197610e-07 6.198501e-04 8.353163e-04 -1.056129e-03
    < rho_1 1.058872e-02 3.824498e-07 -1.010719e-03 -1.056129e-03 1.920032e-03
    < rho -1.724667e-02 1.749024e-07 1.405929e-03 1.884153e-03 -2.284359e-03
    ---
    > gamma 9.782103e-02 -1.172461e-05 -5.201503e-03 -8.113684e-03 1.058863e-02
    > lambda -1.172461e-05 2.133429e-08 -8.275527e-07 1.197589e-07 3.824432e-07
    > delta_1 -5.201503e-03 -8.275527e-07 5.978086e-04 6.198394e-04 -1.010701e-03
    > delta -8.113684e-03 1.197589e-07 6.198394e-04 8.353018e-04 -1.056110e-03
    > rho_1 1.058863e-02 3.824432e-07 -1.010701e-03 -1.056110e-03 1.919999e-03
    > rho -1.724652e-02 1.748993e-07 1.405905e-03 1.884120e-03 -2.284319e-03
    3442,3447c3425,3430
    < gamma -1.724667e-02
    < lambda 1.749024e-07
    < delta_1 1.405929e-03
    < delta 1.884153e-03
    < rho_1 -2.284359e-03
    < rho 4.330117e-03
    ---
    > gamma -1.724652e-02
    > lambda 1.748993e-07
    > delta_1 1.405905e-03
    > delta 1.884120e-03
    > rho_1 -2.284319e-03
    > rho 4.330042e-03
    3461c3444
    < 8.20941 0.01187 0.37257 0.78729 0.18130 0.53000
    ---
    > 8.20948 0.01187 0.37257 0.78729 0.18130 0.53000
    3484c3467
    < gamma 8.209413 9.651639 0.851 0.39501
    ---
    > gamma 8.209485 9.651703 0.851 0.39501
    3486,3489c3469,3472
    < delta_1 0.372572 0.754518 0.494 0.62146
    < delta 0.787286 0.891888 0.883 0.37739
    < rho_1 0.181300 1.352195 0.134 0.89334
    < rho 0.530000 2.030649 0.261 0.79409
    ---
    > delta_1 0.372572 0.754517 0.494 0.62146
    > delta 0.787286 0.891886 0.883 0.37739
    > rho_1 0.181300 1.352192 0.134 0.89334
    > rho 0.530000 2.030644 0.261 0.79409
    3493,3494c3476,3477
    < Residual standard error: 30.85922
    < Multiple R-squared: 0.9627282
    ---
    > Residual standard error: 30.85943
    > Multiple R-squared: 0.9627277
    3518c3501
    < 1.618232e+00 2.038667e-02 1.228158e-07 9.389589e-01
    ---
    > 1.618224e+00 2.038669e-02 1.228138e-07 9.389594e-01
    3525c3508
    < 1630 243
    ---
    > 1467 231
    3536c3519
    < 1.618232e+00 2.038667e-02 1.228158e-07 9.389589e-01 5.000000e+00 5.000000e-01
    ---
    > 1.618224e+00 2.038669e-02 1.228138e-07 9.389594e-01 5.000000e+00 5.000000e-01
    3540c3523
    < 1630 243
    ---
    > 1467 231
    3577,3580c3560,3563
    < [1] 463.8257 479.4128 499.5122 512.7783 551.7207 585.7783 583.3194 577.7444
    < [9] 630.6249 672.4543 742.3671 743.4017 763.3517 791.5707 806.6306 826.8724
    < [17] 870.2206 868.2819 857.9576 812.5430 813.0575 844.5667 863.0058 861.6413
    < [25] 878.0596 908.1133 941.5149 961.3557 988.5629 989.2759 963.6008
    ---
    > [1] 463.8258 479.4127 499.5122 512.7782 551.7206 585.7783 583.3193 577.7443
    > [9] 630.6250 672.4543 742.3670 743.4016 763.3516 791.5708 806.6308 826.8725
    > [17] 870.2208 868.2820 857.9577 812.5430 813.0575 844.5667 863.0059 861.6413
    > [25] 878.0596 908.1134 941.5150 961.3557 988.5630 989.2759 963.6009
    3583,3588c3566,3571
    < [1] -10.3257055 -2.7527832 -0.9522373 -3.8483039 2.1393032 0.9316858
    < [7] 15.9205727 3.6656289 -4.7648831 13.4957393 -20.0970707 -8.8416984
    < [13] -2.6316569 9.3693095 8.9893603 3.9276154 1.0993908 -8.2419479
    < [19] -12.7176147 3.9869957 15.8724951 5.1333471 5.1341530 18.5387387
    < [25] -9.5095950 -15.6832654 -16.9448669 7.0843143 13.6470709 12.8041490
    < [31] -24.1308443
    ---
    > [1] -10.3257510 -2.7527221 -0.9521548 -3.8482082 2.1393552 0.9317054
    > [7] 15.9206965 3.6656736 -4.7649875 13.4956781 -20.0969932 -8.8415800
    > [13] -2.6315886 9.3691947 8.9892416 3.9274699 1.0991837 -8.2420404
    > [19] -12.7176777 3.9870308 15.8724915 5.1332741 5.1340643 18.5387190
    > [25] -9.5096303 -15.6833591 -16.9449837 7.0842571 13.6470101 12.8041034
    > [31] -24.1309074
    3595,3600c3578,3583
    < gamma 7.237762e-02 6.146408e-06 -1.319618e-08 -1.230899e-02 4.000041e-02
    < lambda 6.146408e-06 5.599998e-09 -5.802655e-12 -1.153631e-06 1.576580e-05
    < delta_1 -1.319618e-08 -5.802655e-12 1.118361e-14 2.306251e-09 -3.179558e-08
    < delta -1.230899e-02 -1.153631e-06 2.306251e-09 2.098827e-03 -6.941932e-03
    < rho_1 4.000041e-02 1.576580e-05 -3.179558e-08 -6.941932e-03 9.078484e-02
    < rho -5.336832e-02 -5.196700e-06 1.006645e-08 9.112828e-03 -3.020613e-02
    ---
    > gamma 7.237689e-02 6.146314e-06 -1.319585e-08 -1.230891e-02 4.000008e-02
    > lambda 6.146314e-06 5.599976e-09 -5.802576e-12 -1.153619e-06 1.576584e-05
    > delta_1 -1.319585e-08 -5.802576e-12 1.118335e-14 2.306203e-09 -3.179536e-08
    > delta -1.230891e-02 -1.153619e-06 2.306203e-09 2.098821e-03 -6.941903e-03
    > rho_1 4.000008e-02 1.576584e-05 -3.179536e-08 -6.941903e-03 9.078566e-02
    > rho -5.336839e-02 -5.196685e-06 1.006632e-08 9.112873e-03 -3.020625e-02
    3602,3607c3585,3590
    < gamma -5.336832e-02
    < lambda -5.196700e-06
    < delta_1 1.006645e-08
    < delta 9.112828e-03
    < rho_1 -3.020613e-02
    < rho 3.959826e-02
    ---
    > gamma -5.336839e-02
    > lambda -5.196685e-06
    > delta_1 1.006632e-08
    > delta 9.112873e-03
    > rho_1 -3.020625e-02
    > rho 3.959877e-02
    3611c3594
    < 1 -0.9 -0.9 4992.885 TRUE
    ---
    > 1 -0.9 -0.9 4992.875 TRUE
    3613,3615c3596,3598
    < 3 5.0 -0.9 3889.903 TRUE
    < 4 10.0 -0.9 175431.598 TRUE
    < 5 -0.9 -0.4 4949.736 TRUE
    ---
    > 3 5.0 -0.9 3889.872 TRUE
    > 4 10.0 -0.9 175431.570 TRUE
    > 5 -0.9 -0.4 4949.735 TRUE
    3618c3601
    < 8 10.0 -0.4 4300.159 TRUE
    ---
    > 8 10.0 -0.4 4008.578 TRUE
    3621c3604
    < 11 5.0 0.0 5430.339 TRUE
    ---
    > 11 5.0 0.0 3798.850 TRUE
    3628c3611
    < 18 0.0 1.0 19686.019 TRUE
    ---
    > 18 0.0 1.0 19715.021 TRUE
    3645c3628
    < 8.76775 0.02196 -0.03473 0.08841 -0.90000 -0.90000
    ---
    > 8.78228 0.02197 -0.03614 0.08811 -0.90000 -0.90000
    3666c3649
    < 8.31898 0.02097 0.01678 0.10251 0.00000 -0.90000
    ---
    > 8.31900 0.02097 0.01678 0.10251 0.00000 -0.90000
    3687c3670
    < 1.340e+01 2.052e-02 1.275e-07 5.633e-02 5.000e+00 -9.000e-01
    ---
    > 1.337e+01 2.053e-02 1.266e-07 5.651e-02 5.000e+00 -9.000e-01
    3708c3691
    < 17.459571 -0.028430 0.001997 0.579269 10.000000 -0.900000
    ---
    > 17.460750 -0.028429 0.001995 0.579139 10.000000 -0.900000
    3729c3712
    < 3.68655 0.02193 -0.03500 0.42042 -0.90000 -0.40000
    ---
    > 3.68666 0.02193 -0.03502 0.42041 -0.90000 -0.40000
    3750c3733
    < 3.55707 0.02090 0.01753 0.45136 0.00000 -0.40000
    ---
    > 3.55730 0.02090 0.01753 0.45134 0.00000 -0.40000
    3792c3775
    < 1.077e+01 2.024e-02 2.411e-13 1.996e-01 1.000e+01 -4.000e-01
    ---
    > 9.814e+00 2.032e-02 1.884e-13 2.161e-01 1.000e+01 -4.000e-01
    3813c3796
    < 1.85272 0.02191 -0.03530 0.78405 -0.90000 0.00000
    ---
    > 1.85273 0.02191 -0.03530 0.78405 -0.90000 0.00000
    3834c3817
    < 1.88144 0.02086 0.01805 0.79973 0.00000 0.00000
    ---
    > 1.88147 0.02086 0.01805 0.79973 0.00000 0.00000
    3855c3838
    < 6.398e+00 1.909e-02 5.473e-07 5.022e-01 5.000e+00 0.000e+00
    ---
    > 3.038e+00 2.042e-02 1.265e-07 6.776e-01 5.000e+00 0.000e+00
    3876c3859
    < 33.83927 0.01243 0.03842 0.21451 10.00000 0.00000
    ---
    > 33.83924 0.01243 0.03842 0.21451 10.00000 0.00000
    3897c3880
    < 1.17597 0.02186 -0.03394 0.96466 -0.90000 0.50000
    ---
    > 1.17598 0.02186 -0.03390 0.96466 -0.90000 0.50000
    3918c3901
    < 1.24894 0.02080 0.01869 0.96642 0.00000 0.50000
    ---
    > 1.24891 0.02080 0.01866 0.96642 0.00000 0.50000
    3960c3943
    < 28.263330 0.007024 0.358920 0.515693 10.000000 0.500000
    ---
    > 28.263328 0.007024 0.358920 0.515693 10.000000 0.500000
    3981c3964
    < 0.98850 0.02182 -0.03189 0.99516 -0.90000 1.00000
    ---
    > 0.98864 0.02182 -0.03171 0.99516 -0.90000 1.00000
    4002c3985
    < 5.451e+01 1.516e-02 3.396e+00 5.624e-04 0.000e+00 1.000e+00
    ---
    > 54.824830 0.014973 3.306796 0.000751 0.000000 1.000000
    4023c4006
    < 26.995132 0.007491 1.302887 0.674564 5.000000 1.000000
    ---
    > 26.995131 0.007491 1.302886 0.674564 5.000000 1.000000
    4044c4027
    < 26.754692 0.007489 1.489260 0.677505 10.000000 1.000000
    ---
    > 26.754689 0.007489 1.489258 0.677505 10.000000 1.000000
    4056,4059c4039,4042
    < -0.9 4992.885 4949.736 4919.926 4888.542 4863.593
    < 0 4968.322 4922.505 4890.580 4856.616 19686.019
    < 5 3889.903 3829.640 5430.339 3781.415 29187.695
    < 10 175431.598 4300.159 72725.445 46211.976 29186.823
    ---
    > -0.9 4992.875 4949.735 4919.926 4888.542 4863.593
    > 0 4968.322 4922.505 4890.580 4856.616 19715.021
    > 5 3889.872 3829.640 3798.850 3781.415 29187.695
    > 10 175431.570 4008.578 72725.445 46211.976 29186.823
    4098c4081
    < Convergence achieved after 1630 function and 243 gradient calls
    ---
    > Convergence achieved after 1467 function and 231 gradient calls
    4117c4100
    < E_(1,2)_3 (AU) 0.66667 0.97679 0.683 0.4949
    ---
    > E_(1,2)_3 (AU) 0.66667 0.97680 0.683 0.4949
    4131c4114
    < parameter estimates: 2.9379442456302, 0.0208433700511841, 8.08421740981573e-18, 0.682871579821218, 13.0288701564863
    ---
    > parameter estimates: 2.93794419767809, 0.0208433701001649, 8.08418023647365e-18, 0.682871583531499, 13.0288716878477
    4137c4120
    < 2.937944e+00 2.084337e-02 8.084217e-18 6.828716e-01 1.302887e+01 0.000000e+00
    ---
    > 2.937944e+00 2.084337e-02 8.084180e-18 6.828716e-01 1.302887e+01 0.000000e+00
    4150c4133
    < 0.07128158 1.00000000
    ---
    > 0.07128157 1.00000000
    4183,4189c4166,4172
    < [1] 2.55486319 1.41277167 0.25155488 -4.46418157 0.56960570
    < [6] -1.37697122 10.19775151 -1.55818090 -9.20941005 6.54774549
    < [11] -19.37380778 -7.19828938 -1.11334223 9.40253555 9.05354895
    < [16] 3.63896594 0.01843116 -6.36410041 -10.80635364 6.27985990
    < [21] 17.70584929 6.26939655 5.93042276 19.53707349 -8.91288213
    < [26] -15.71939456 -17.24362540 6.79851584 12.96898798 11.78579974
    < [31] -25.57445099
    ---
    > [1] 2.55486389 1.41277165 0.25155453 -4.46418209 0.56960488
    > [6] -1.37697223 10.19775072 -1.55818193 -9.20941151 6.54774417
    > [11] -19.37380730 -7.19828881 -1.11334176 9.40253565 9.05354903
    > [16] 3.63896597 0.01843107 -6.36410034 -10.80635353 6.27986016
    > [21] 17.70584946 6.26939658 5.93042274 19.53707359 -8.91288207
    > [26] -15.71939463 -17.24362553 6.79851581 12.96898792 11.78579970
    > [31] -25.57445109
    4196,4201c4179,4184
    < gamma 1.497625e+00 1.440117e-05 -1.392234e-17 -2.533682e-01 6.076895e-01
    < lambda 1.440117e-05 2.129680e-09 -3.975190e-22 -2.571737e-06 1.615553e-05
    < delta_1 -1.392234e-17 -3.975190e-22 3.457016e-34 2.378669e-18 -1.464339e-17
    < delta -2.533682e-01 -2.571737e-06 2.378669e-18 4.289298e-02 -1.036794e-01
    < rho_1 6.076895e-01 1.615553e-05 -1.464339e-17 -1.036794e-01 6.211014e-01
    < rho -2.905027e-01 -3.075041e-06 2.749741e-18 4.920947e-02 -1.197066e-01
    ---
    > gamma 1.497625e+00 1.440117e-05 -1.392227e-17 -2.533682e-01 6.076896e-01
    > lambda 1.440117e-05 2.129680e-09 -3.975172e-22 -2.571737e-06 1.615553e-05
    > delta_1 -1.392227e-17 -3.975172e-22 3.456986e-34 2.378659e-18 -1.464333e-17
    > delta -2.533682e-01 -2.571737e-06 2.378659e-18 4.289298e-02 -1.036794e-01
    > rho_1 6.076896e-01 1.615553e-05 -1.464333e-17 -1.036794e-01 6.211016e-01
    > rho -2.905028e-01 -3.075041e-06 2.749729e-18 4.920948e-02 -1.197066e-01
    4203c4186
    < gamma -2.905027e-01
    ---
    > gamma -2.905028e-01
    4205,4206c4188,4189
    < delta_1 2.749741e-18
    < delta 4.920947e-02
    ---
    > delta_1 2.749729e-18
    > delta 4.920948e-02
    4393c4376
    < parameter estimates: 1.45178306822971, 0.020379260667336, 1.21304744076415e-07, 0.965551735698389, 0.650203124919155
    ---
    > parameter estimates: 1.45178467952707, 0.0203792607460114, 1.21304763118353e-07, 0.96555150206717, 0.650201369113664
    4399c4382
    < 1.451783e+00 2.037926e-02 1.213047e-07 9.655517e-01 5.000000e+00 6.502031e-01
    ---
    > 1.451785e+00 2.037926e-02 1.213048e-07 9.655515e-01 5.000000e+00 6.502014e-01
    4412c4395
    < 0.1666667 0.6059860
    ---
    > 0.1666667 0.6059867
    4441c4424
    < [17] 869.9321 868.1812 857.9237 812.6100 813.1021 844.5502 862.9813 861.6830
    ---
    > [17] 869.9321 868.1812 857.9237 812.6100 813.1020 844.5502 862.9813 861.6830
    4445,4450c4428,4433
    < [1] -10.1920378 -2.4599108 -0.6909592 -3.5895175 2.1447082 0.8127562
    < [7] 15.9459642 3.5338368 -5.1342766 13.1468533 -20.2854029 -9.0239772
    < [13] -2.7864807 9.4881015 9.1064412 4.0873698 1.3878655 -8.1411739
    < [19] -12.6837062 3.9199660 15.8279495 5.1497888 5.1587148 18.4970015
    < [25] -9.5453940 -15.6832444 -16.9275238 7.0602816 13.6265383 12.7896251
    < [31] -24.1381137
    ---
    > [1] -10.1920391 -2.4599140 -0.6909621 -3.5895204 2.1447083 0.8127578
    > [7] 15.9459641 3.5338385 -5.1342719 13.1468576 -20.2854004 -9.0239748
    > [13] -2.7864786 9.4881006 9.1064404 4.0873685 1.3878628 -8.1411746
    > [19] -12.6837062 3.9199671 15.8279504 5.1497891 5.1587149 18.4970023
    > [25] -9.5453932 -15.6832439 -16.9275236 7.0602823 13.6265390 12.7896257
    > [31] -24.1381132
    4457,4462c4440,4445
    < gamma 3.503791e-02 3.936889e-06 -8.719842e-09 -5.030838e-03 2.690117e-02
    < lambda 3.936889e-06 5.566354e-09 -5.704386e-12 -6.440990e-07 1.567414e-05
    < delta_1 -8.719842e-09 -5.704386e-12 1.086675e-14 1.300803e-09 -3.124705e-08
    < delta -5.030838e-03 -6.440990e-07 1.300803e-09 7.250265e-04 -3.977105e-03
    < rho_1 2.690117e-02 1.567414e-05 -3.124705e-08 -3.977105e-03 9.024086e-02
    < rho -3.755812e-02 -5.010387e-06 9.792245e-09 5.421779e-03 -2.984173e-02
    ---
    > gamma 3.503820e-02 3.936909e-06 -8.719883e-09 -5.030890e-03 2.690129e-02
    > lambda 3.936909e-06 5.566354e-09 -5.704387e-12 -6.441035e-07 1.567414e-05
    > delta_1 -8.719883e-09 -5.704387e-12 1.086675e-14 1.300812e-09 -3.124705e-08
    > delta -5.030890e-03 -6.441035e-07 1.300812e-09 7.250358e-04 -3.977132e-03
    > rho_1 2.690129e-02 1.567414e-05 -3.124705e-08 -3.977132e-03 9.024087e-02
    > rho -3.755826e-02 -5.010389e-06 9.792249e-09 5.421813e-03 -2.984174e-02
    4464,4469c4447,4452
    < gamma -3.755812e-02
    < lambda -5.010387e-06
    < delta_1 9.792245e-09
    < delta 5.421779e-03
    < rho_1 -2.984173e-02
    < rho 4.057608e-02
    ---
    > gamma -3.755826e-02
    > lambda -5.010389e-06
    > delta_1 9.792249e-09
    > delta 5.421813e-03
    > rho_1 -2.984174e-02
    > rho 4.057607e-02
    4603c4586
    < gamma 1.452e+00 2.067e+00 0.702 0.48247
    ---
    > gamma 1.452e+00 2.067e+00 0.702 0.48248
    4633c4616
    < parameter estimates: 6.42908513463114, 0.0207793928590808, 6.51072710978773e-14, 0.298917441430005
    ---
    > parameter estimates: 6.42908513280758, 0.0207793928595606, 6.51072710385735e-14, 0.298917441489288
    4691,4695c4674,4678
    < [6] 0.05836877 11.75212521 0.56556694 -6.20352523 9.83628856
    < [11] -19.59237947 -7.60206035 -1.50187431 8.75053029 8.43218369
    < [16] 2.98721223 -0.81897451 -6.88766153 -11.17726369 6.01029608
    < [21] 17.50776799 6.10029701 5.81165693 19.47307010 -8.92093820
    < [26] -15.64810525 -17.11149037 6.94087068 13.15440420 11.96339906
    ---
    > [6] 0.05836876 11.75212522 0.56556694 -6.20352524 9.83628856
    > [11] -19.59237947 -7.60206034 -1.50187430 8.75053029 8.43218369
    > [16] 2.98721223 -0.81897452 -6.88766153 -11.17726369 6.01029608
    > [21] 17.50776799 6.10029701 5.81165692 19.47307011 -8.92093820
    > [26] -15.64810526 -17.11149037 6.94087068 13.15440420 11.96339906
    4708c4691
    < rho -5.748566e-01 -3.915611e-06 1.579256e-14 3.968911e-02 -8.572878e-02
    ---
    > rho -5.748566e-01 -3.915611e-06 1.579256e-14 3.968911e-02 -8.572879e-02
    4714c4697
    < rho_1 -8.572878e-02
    ---
    > rho_1 -8.572879e-02
    5246c5229
    < [1] -6.473446e-05 -4.113767e-01 -3.628841e+03 -2.011639e-02
    ---
    > [1] -4.368738e-04 7.941102e-02 3.694676e+03 -6.621719e-02
    5252c5235
    < [1] 181
    ---
    > [1] 180
    5262c5245
    < [1] 181
    ---
    > [1] 180
    5305,5310c5288,5293
    < [1] -12.2393565 -5.6517214 -3.3785258 -6.1543970 2.1714884 2.0351346
    < [7] 16.1974410 5.0809409 -1.8097662 16.5050357 -17.8178980 -6.4163272
    < [13] -0.6891073 7.9953800 7.6163229 2.0539156 -2.1969424 -9.3282620
    < [19] -13.0623169 5.0210976 16.5172148 4.9019428 4.7627772 19.1084407
    < [25] -9.0601179 -15.8303034 -17.3463369 7.3629486 13.8912843 13.0744719
    < [31] -24.0165810
    ---
    > [1] -12.2393542 -5.6517193 -3.3785238 -6.1543951 2.1714904 2.0351366
    > [7] 16.1974427 5.0809425 -1.8097643 16.5050374 -17.8178969 -6.4163262
    > [13] -0.6891064 7.9953805 7.6163232 2.0539159 -2.1969422 -9.3282621
    > [19] -13.0623171 5.0210973 16.5172144 4.9019423 4.7627765 19.1084400
    > [25] -9.0601188 -15.8303044 -17.3463381 7.3629472 13.8912827 13.0744702
    > [31] -24.0165828
    5318c5301
    < lambda 9.378598e-05 5.836282e-09 -6.423819e-12 -1.421653e-06 1.706463e-05
    ---
    > lambda 9.378598e-05 5.836283e-09 -6.423819e-12 -1.421653e-06 1.706463e-05
    5322c5305
    < rho -5.145242e-01 -6.793056e-06 1.177738e-08 7.444101e-03 -3.352402e-02
    ---
    > rho -5.145242e-01 -6.793057e-06 1.177738e-08 7.444101e-03 -3.352402e-02
    5325c5308
    < lambda -6.793056e-06
    ---
    > lambda -6.793057e-06
    5336c5319
    < 4 10.0 -0.9 91011.788 TRUE
    ---
    > 4 10.0 -0.9 35632.050 FALSE
    5340,5341c5323,5324
    < 8 10.0 -0.4 6931.490 TRUE
    < 9 -0.9 0.0 4919.926 TRUE
    ---
    > 8 10.0 -0.4 12617.399 FALSE
    > 9 -0.9 0.0 4919.926 FALSE
    5344c5327
    < 12 10.0 0.0 20735.829 TRUE
    ---
    > 12 10.0 0.0 20735.826 TRUE
    5430c5413
    < 1.330e+01 -1.715e-02 2.502e-08 2.167e-01 1.000e+01 -9.000e-01
    ---
    > 2.734e+01 8.481e-03 1.979e-10 3.184e-02 1.000e+01 -9.000e-01
    5514c5497
    < 1.642e+01 1.949e-02 1.194e-12 1.333e-01 1.000e+01 -4.000e-01
    ---
    > 1.643e+01 1.585e-02 6.542e-12 1.468e-01 1.000e+01 -4.000e-01
    5598c5581
    < 2.006e+01 1.913e-02 3.259e-11 2.202e-01 1.000e+01 0.000e+00
    ---
    > 2.006e+01 1.913e-02 3.260e-11 2.202e-01 1.000e+01 0.000e+00
    5781c5764
    < 10 91011.788 6931.490 20735.829 46211.918 39181.04
    ---
    > 10 35632.050 12617.399 20735.826 46211.918 39181.04
    5820c5803
    < Convergence achieved after 181 iterations
    ---
    > Convergence achieved after 180 iterations
    5854c5837
    < 6.469284e+00 2.082639e-02 1.674548e-17 2.972768e-01 1.282925e+01
    ---
    > 6.412528e+00 2.085586e-02 1.743150e-19 2.990110e-01 1.437594e+01
    5857c5840
    < [1] 3448.839
    ---
    > [1] 3443.514
    5860c5843
    < [1] 1
    ---
    > [1] 0
    5863c5846
    < [1] 513
    ---
    > [1] 651
    5867c5850
    < 836 513
    ---
    > 939 652
    5870c5853
    < [1] "false convergence (8)"
    ---
    > [1] "relative convergence (4)"
    5875c5858
    < 6.469284e+00 2.082639e-02 1.674548e-17 2.972768e-01 1.282925e+01
    ---
    > 6.412528e+00 2.085586e-02 1.743150e-19 2.990110e-01 1.437594e+01
    5880c5863
    < [1] 513
    ---
    > [1] 651
    5883c5866
    < [1] FALSE
    ---
    > [1] TRUE
    5886c5869
    < [1] "false convergence (8)"
    ---
    > [1] "relative convergence (4)"
    5890c5873
    < 0.0723105 1.6666667
    ---
    > 0.06503666 1.66666667
    5917,5920c5900,5903
    < [1] 451.6211 476.1417 499.0370 514.1181 553.1276 587.4793 589.4378 582.6311
    < [9] 633.5143 678.3770 741.7920 741.9852 761.9793 791.8157 806.8179 827.4461
    < [17] 871.7476 866.5345 856.1027 810.3485 811.2655 843.4288 862.1933 860.6821
    < [25] 877.4862 908.0996 941.7404 961.6712 989.2911 990.4262 965.1456
    ---
    > [1] 450.0639 475.3602 498.6430 513.9653 553.2542 587.7743 590.0387 583.2902
    > [9] 634.2461 679.3289 741.4860 741.6170 761.6521 791.6719 806.6822 827.3395
    > [17] 871.6957 866.4021 855.9601 810.1413 811.1060 843.3382 862.1266 860.5666
    > [25] 877.3951 908.0711 941.7453 961.6340 989.2693 990.4047 965.1561
    5923,5928c5906,5912
    < [1] 1.8788981 0.5182681 -0.4769693 -5.1881275 0.7324203 -0.7692683
    < [7] 9.8022473 -1.2211203 -7.6542825 7.5730163 -19.5219862 -7.4251712
    < [13] -1.2593410 9.1243054 8.8021407 3.3539331 -0.4275798 -6.4945219
    < [19] -10.8627207 6.1815080 17.6644905 6.2711587 5.9467369 19.4979077
    < [25] -8.9362360 -15.6696459 -17.1704239 6.7688243 12.9189278 11.6537763
    < [31] -25.6756388
    ---
    > [1] 3.43608703 1.29983872 -0.08295711 -5.03533968 0.60576047
    > [6] -1.06429816 9.20132807 -1.88017611 -8.38606522 6.62111050
    > [11] -19.21603538 -7.05697515 -0.93207888 9.26809201 8.93781282
    > [16] 3.46053894 -0.37569941 -6.36212333 -10.72008216 6.38867306
    > [21] 17.82397602 6.36175334 6.01339975 19.61341308 -8.84514175
    > [26] -15.64112164 -17.17534376 6.80598488 12.94070152 11.67529225
    > [31] -25.68606023
    5931c5915
    < [1] 3448.839
    ---
    > [1] 3443.514
    5935,5940c5919,5924
    < gamma 7.891939e+00 3.912923e-05 -7.845099e-17 -5.387276e-01 1.645406e+00
    < lambda 3.912923e-05 2.167968e-09 -8.277204e-22 -2.796823e-06 1.632520e-05
    < delta_1 -7.845099e-17 -8.277204e-22 1.646744e-33 5.384921e-18 -3.386838e-17
    < delta -5.387276e-01 -2.796823e-06 5.384921e-18 3.680095e-02 -1.128189e-01
    < rho_1 1.645406e+00 1.632520e-05 -3.386838e-17 -1.128189e-01 6.973240e-01
    < rho -6.413513e-01 -3.450926e-06 6.438972e-18 4.383950e-02 -1.347744e-01
    ---
    > gamma 8.255586e+00 3.805017e-05 -1.014593e-18 -5.694231e-01 2.035105e+00
    > lambda 3.805017e-05 2.090084e-09 -9.678070e-24 -2.746159e-06 1.834891e-05
    > delta_1 -1.014593e-18 -9.678070e-24 2.511553e-37 7.032262e-20 -4.951676e-19
    > delta -5.694231e-01 -2.746159e-06 7.032262e-20 3.930123e-02 -1.409269e-01
    > rho_1 2.035105e+00 1.834891e-05 -4.951676e-19 -1.409269e-01 9.771153e-01
    > rho -6.752986e-01 -3.374066e-06 8.372481e-20 4.663685e-02 -1.676508e-01
    5942,5947c5926,5931
    < gamma -6.413513e-01
    < lambda -3.450926e-06
    < delta_1 6.438972e-18
    < delta 4.383950e-02
    < rho_1 -1.347744e-01
    < rho 5.225538e-02
    ---
    > gamma -6.752986e-01
    > lambda -3.374066e-06
    > delta_1 8.372481e-20
    > delta 4.663685e-02
    > rho_1 -1.676508e-01
    > rho 5.537272e-02
    5951,5955c5935,5939
    < 1 -0.9 3507.913 FALSE
    < 2 -0.4 3448.839 FALSE
    < 3 0.0 3523.631 FALSE
    < 4 0.5 3525.857 FALSE
    < 5 1.0 3587.051 FALSE
    ---
    > 1 -0.9 3444.913 FALSE
    > 2 -0.4 3443.514 TRUE
    > 3 0.0 3524.830 FALSE
    > 4 0.5 3546.167 FALSE
    > 5 1.0 4867.661 TRUE
    5970c5954
    < 1.416e+01 2.076e-02 3.861e-14 5.183e-02 1.024e+01 -9.000e-01
    ---
    > 1.365e+01 2.084e-02 1.298e-16 5.428e-02 1.215e+01 -9.000e-01
    5974c5958
    < 0.08898 10.00000
    ---
    > 0.07602 10.00000
    5991c5975
    < 6.469e+00 2.083e-02 1.675e-17 2.973e-01 1.283e+01 -4.000e-01
    ---
    > 6.413e+00 2.086e-02 1.743e-19 2.990e-01 1.438e+01 -4.000e-01
    5995c5979
    < 0.07231 1.66667
    ---
    > 0.06504 1.66667
    6012c5996
    < 3.011e+00 2.073e-02 5.619e-13 6.776e-01 9.245e+00 0.000e+00
    ---
    > 3.011e+00 2.074e-02 6.043e-13 6.775e-01 9.217e+00 0.000e+00
    6016c6000
    < 0.09761 1.00000
    ---
    > 0.09787 1.00000
    6033c6017
    < 1.565e+00 2.076e-02 1.901e-14 9.414e-01 1.036e+01 5.000e-01
    ---
    > 1.586e+00 2.071e-02 6.276e-13 9.401e-01 9.180e+00 5.000e-01
    6037c6021
    < 0.08804 0.66667
    ---
    > 0.09823 0.66667
    6054c6038
    < 1.201e+00 2.071e-02 1.144e-12 9.917e-01 8.935e+00 1.000e+00
    ---
    > 1.01521 0.02161 0.00000 0.99517 -0.64355 1.00000
    6058c6042
    < 0.1007 0.5000
    ---
    > 2.805 0.500
    6079c6063
    < 6.469e+00 2.083e-02 1.675e-17 2.973e-01 1.283e+01 -4.000e-01
    ---
    > 6.413e+00 2.086e-02 1.743e-19 2.990e-01 1.438e+01 -4.000e-01
    6083c6067
    < 0.07231 1.66667
    ---
    > 0.06504 1.66667
    6098,6099c6082,6083
    < Convergence NOT achieved after 513 iterations
    < Message: false convergence (8)
    ---
    > Convergence achieved after 651 iterations
    > Message: relative convergence (4)
    6103,6108c6087,6092
    < gamma 6.469e+00 2.963e+01 0.218 0.827
    < lambda 2.083e-02 4.911e-04 42.406 <2e-16 ***
    < delta_1 1.675e-17 4.280e-16 0.039 0.969
    < delta 2.973e-01 2.023e+00 0.147 0.883
    < rho_1 1.283e+01 8.808e+00 1.457 0.145
    < rho -4.000e-01 2.411e+00 -0.166 0.868
    ---
    > gamma 6.413e+00 3.028e+01 0.212 0.832
    > lambda 2.086e-02 4.818e-04 43.284 <2e-16 ***
    > delta_1 1.743e-19 5.282e-18 0.033 0.974
    > delta 2.990e-01 2.089e+00 0.143 0.886
    > rho_1 1.438e+01 1.042e+01 1.380 0.168
    > rho -4.000e-01 2.480e+00 -0.161 0.872
    6112,6113c6096,6097
    < Residual standard error: 10.54765
    < Multiple R-squared: 0.9956457
    ---
    > Residual standard error: 10.5395
    > Multiple R-squared: 0.9956524
    6117,6118c6101,6102
    < E_1_2 (HM) 0.07231 0.04605 1.570 0.116
    < E_(1,2)_3 (AU) 1.66667 6.69759 0.249 0.803
    ---
    > E_1_2 (HM) 0.06504 0.04407 1.476 0.140
    > E_(1,2)_3 (AU) 1.66667 6.88915 0.242 0.809
    6131c6115
    < 6.428981e+00 2.077942e-02 6.510386e-14 2.989208e-01
    ---
    > 6.428977e+00 2.077942e-02 6.510373e-14 2.989209e-01
    6140c6124
    < [1] 198
    ---
    > [1] 213
    6144c6128
    < 477 199
    ---
    > 531 214
    6152c6136
    < 6.428981e+00 2.077942e-02 6.510386e-14 2.989208e-01 1.000000e+01
    ---
    > 6.428977e+00 2.077942e-02 6.510373e-14 2.989209e-01 1.000000e+01
    6157c6141
    < [1] 198
    ---
    > [1] 213
    6198,6200c6182,6184
    < [9] 632.0638 676.1138 741.8621 742.1617 762.2216 792.1895 807.1879 827.8129
    < [17] 872.1392 866.9277 856.4173 810.5196 811.4222 843.5997 862.3284 860.7069
    < [25] 877.4709 908.0782 941.6816 961.4991 989.0556 990.1166 964.8014
    ---
    > [9] 632.0639 676.1138 741.8621 742.1617 762.2216 792.1895 807.1879 827.8129
    > [17] 872.1392 866.9277 856.4173 810.5196 811.4222 843.5998 862.3284 860.7069
    > [25] 877.4709 908.0782 941.6816 961.4992 989.0556 990.1166 964.8014
    6203,6209c6187,6193
    < [1] -1.67255555 -0.86938332 -0.95232106 -5.09732727 1.28396624
    < [6] 0.05825817 11.75235749 0.56560869 -6.20384930 9.83616815
    < [11] -19.59207532 -7.60169535 -1.50160050 8.75047040 8.43211427
    < [16] 2.98709699 -0.81919156 -6.88772478 -11.17727791 6.01044715
    < [21] 17.50784969 6.10026017 5.81159412 19.47312833 -8.92090489
    < [26] -15.64817216 -17.11159923 6.94087024 13.15440091 11.96342451
    < [31] -25.33136948
    ---
    > [1] -1.67255680 -0.86937705 -0.95231279 -5.09731777 1.28397293
    > [6] 0.05826247 11.75237352 0.56561695 -6.20385432 9.83617034
    > [11] -19.59205693 -7.60167623 -1.50158554 8.75046893 8.43211105
    > [16] 2.98709075 -0.81920286 -6.88773252 -11.17728551 6.01044391
    > [21] 17.50784268 6.10024735 5.81157864 19.47311530 -8.92092062
    > [26] -15.64819342 -17.11162427 6.94084657 13.15437469 11.96339742
    > [31] -25.33139870
    6216,6221c6200,6205
    < gamma 7.017556e+00 4.412107e-05 -1.899992e-13 -4.837741e-01 1.034569e+00
    < lambda 4.412107e-05 2.477194e-09 -2.865816e-18 -3.181873e-06 1.455055e-05
    < delta_1 -1.899992e-13 -2.865816e-18 1.274502e-26 1.320492e-14 -6.757550e-14
    < delta -4.837741e-01 -3.181873e-06 1.320492e-14 3.337692e-02 -7.178585e-02
    < rho_1 1.034569e+00 1.455055e-05 -6.757550e-14 -7.178585e-02 3.588870e-01
    < rho -5.748593e-01 -3.915540e-06 1.579132e-14 3.969010e-02 -8.572658e-02
    ---
    > gamma 7.017554e+00 4.412102e-05 -1.899985e-13 -4.837743e-01 1.034568e+00
    > lambda 4.412102e-05 2.477193e-09 -2.865810e-18 -3.181871e-06 1.455055e-05
    > delta_1 -1.899985e-13 -2.865810e-18 1.274496e-26 1.320488e-14 -6.757533e-14
    > delta -4.837743e-01 -3.181871e-06 1.320488e-14 3.337695e-02 -7.178580e-02
    > rho_1 1.034568e+00 1.455055e-05 -6.757533e-14 -7.178580e-02 3.588868e-01
    > rho -5.748594e-01 -3.915537e-06 1.579128e-14 3.969014e-02 -8.572650e-02
    6223,6228c6207,6212
    < gamma -5.748593e-01
    < lambda -3.915540e-06
    < delta_1 1.579132e-14
    < delta 3.969010e-02
    < rho_1 -8.572658e-02
    < rho 4.722910e-02
    ---
    > gamma -5.748594e-01
    > lambda -3.915537e-06
    > delta_1 1.579128e-14
    > delta 3.969014e-02
    > rho_1 -8.572650e-02
    > rho 4.722913e-02
    6243c6227
    < 12 10.0 0.0 7615.192 FALSE
    ---
    > 12 10.0 0.0 3503.803 TRUE
    6497c6481
    < 9.783e+00 1.895e-02 2.286e-12 3.983e-01 1.000e+01 0.000e+00
    ---
    > 2.981e+00 2.077e-02 6.092e-14 6.798e-01 1.000e+01 0.000e+00
    6680c6664
    < 10 3504.655 3495.409 7615.192 46211.947 29186.823
    ---
    > 10 3504.655 3495.409 3503.803 46211.947 29186.823
    6719c6703
    < Convergence achieved after 198 iterations
    ---
    > Convergence achieved after 213 iterations
    6739c6723
    < E_(1,2)_3 (AU) 1.66667 6.41018 0.260 0.7949
    ---
    > E_(1,2)_3 (AU) 1.66667 6.41019 0.260 0.7949
    Running 'SunHenKum.R'
    Comparing 'SunHenKum.Rout' to 'SunHenKum.Rout.save' ...37,52d36
    < Attaching package: 'boot'
    <
    < The following object(s) are masked from 'package:car':
    <
    < logit
    <
    < The following object(s) are masked from 'package:survival':
    <
    < aml
    <
    < The following object(s) are masked from 'package:lattice':
    <
    < melanoma
    <
    < Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-12)
    <
    Running 'rhoZero.R'
    Comparing 'rhoZero.Rout' to 'rhoZero.Rout.save' ...20,35d19
    < Attaching package: 'boot'
    <
    < The following object(s) are masked from 'package:car':
    <
    < logit
    <
    < The following object(s) are masked from 'package:survival':
    <
    < aml
    <
    < The following object(s) are masked from 'package:lattice':
    <
    < melanoma
    <
    < Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-12)
    <
    668c652
    < 5 "-0.00003606168"
    ---
    > 5 "-0.00003606167"
    3526c3510
    < 0.00012340980408668 "-0.00158071867"
    ---
    > 0.00012340980408668 "-0.00158071868"
    3680c3664
    < -0.000911881965554516 " 0.00324875123"
    ---
    > -0.000911881965554516 " 0.00324875117"
    4289c4273
    < 1.67017007902457e-05 " 0.00000006958"
    ---
    > 1.67017007902457e-05 " 0.00000006970"
    4804c4788
    < -0.00247875217666636 "-0.00001640775"
    ---
    > -0.00247875217666636 "-0.00001640774"
    4834c4818
    < 0.00247875217666636 " 0.00001642477"
    ---
    > 0.00247875217666636 " 0.00001642476"
    4894c4878
    < -0.00247875217666636 " 0.00008119170"
    ---
    > -0.00247875217666636 " 0.00008119169"
    5254c5238
    < -0.00247875217666636 "-0.00000341615"
    ---
    > -0.00247875217666636 "-0.00000341616"
    5837c5821
    < -0.0183156388887342 " 0.00770078271"
    ---
    > -0.0183156388887342 " 0.00770078272"
    6380c6364
    < -0.000911881965554516 " 0.00054582050"
    ---
    > -0.000911881965554516 " 0.00054582049"
    Running 'rhoZeroMult.R'
    Comparing 'rhoZeroMult.Rout' to 'rhoZeroMult.Rout.save' ...20,35d19
    < Attaching package: 'boot'
    <
    < The following object(s) are masked from 'package:car':
    <
    < logit
    <
    < The following object(s) are masked from 'package:survival':
    <
    < aml
    <
    < The following object(s) are masked from 'package:lattice':
    <
    < melanoma
    <
    < Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-12)
    <
    Running 'simData.R'
    Comparing 'simData.Rout' to 'simData.Rout.save' ...20,35d19
    < Attaching package: 'boot'
    <
    < The following object(s) are masked from 'package:car':
    <
    < logit
    <
    < The following object(s) are masked from 'package:survival':
    <
    < aml
    <
    < The following object(s) are masked from 'package:lattice':
    <
    < melanoma
    <
    < Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-12)
    <
    686c670
    < [161] -0.087347184 0.965225248 -0.280184535 -0.905570786 -0.143719485
    ---
    > [161] -0.087347184 0.965225248 -0.280184535 -0.905570786 -0.143719484
    827c811
    < [161] -0.087347184 0.965225248 -0.280184535 -0.905570786 -0.143719485
    ---
    > [161] -0.087347184 0.965225248 -0.280184535 -0.905570786 -0.143719484
    920c904
    < [157] 628.763967 630.408937 2532.862383 1710.748428 1255.395375 666.401369
    ---
    > [157] 628.763967 630.408937 2532.862383 1710.748428 1255.395374 666.401369
    926c910
    < [193] 3465.765486 1514.516072 1853.980330 1546.619201 3545.191209 1967.539057
    ---
    > [193] 3465.765486 1514.516072 1853.980330 1546.619201 3545.191208 1967.539057
    933c917
    < [16] 1.05122551 -0.69513967 1.27455884 0.79517126 1.80775815
    ---
    > [16] 1.05122550 -0.69513967 1.27455884 0.79517126 1.80775815
    937c921
    < [36] 0.94811222 -4.82848542 -1.58208654 -0.07742092 0.78389646
    ---
    > [36] 0.94811222 -4.82848543 -1.58208654 -0.07742092 0.78389646
    940,941c924,925
    < [51] -0.80177567 9.12531863 -0.36875205 8.90329786 -6.79058796
    < [56] 2.37916317 12.94185910 -3.01794603 6.46861794 -3.88553809
    ---
    > [51] -0.80177567 9.12531863 -0.36875206 8.90329786 -6.79058796
    > [56] 2.37916317 12.94185910 -3.01794603 6.46861794 -3.88553810
    943,969c927,953
    < [66] 12.04462046 12.80509515 18.65230389 -8.73663525 2.09175310
    < [71] 3.24259274 -12.34916528 -6.54763784 -0.26448867 25.17634451
    < [76] 0.09264876 -17.75326844 10.41192435 -5.12817322 61.97852911
    < [81] 11.96597464 -23.57007767 26.42398201 18.58566649 -19.98670055
    < [86] 28.57788247 -12.23153748 -2.41434928 0.02354941 -8.49853341
    < [91] 14.75126825 -27.89930212 2.57863122 9.38569020 8.35852945
    < [96] -28.07559250 -13.06590875 -5.64558485 -9.40949121 -41.53427523
    < [101] 16.53023503 -6.92421727 9.00272797 1.34246080 -39.69484618
    < [106] -32.75608911 35.57161050 -11.83668389 8.43996660 44.48138840
    < [111] 13.78920647 15.32821710 98.79491654 -61.72569354 -2.55706229
    < [116] 73.61217216 3.35680972 45.06159622 -19.06222968 -1.91886460
    < [121] 65.75248906 35.90088561 18.91758141 75.50043226 38.65425074
    < [126] -51.78823771 44.85110711 -68.47078108 -100.10800301 55.42909606
    < [131] -96.68024651 -85.64843048 -12.38520365 73.17897191 -90.19777927
    < [136] 190.00023441 -78.24990991 18.69231210 -115.54129592 73.88178295
    < [141] -35.70824540 91.50725604 37.68768139 92.14128785 195.14378307
    < [146] 33.93723364 -42.41992209 -157.99943618 -90.52723118 161.56249006
    < [151] 345.33870916 -182.98427390 -226.46943036 50.19138571 -184.78538638
    < [156] 300.46861809 72.89416527 -144.35791487 -127.47197935 -38.67132094
    < [161] 177.58998665 14.97910758 386.75563315 -54.80921966 -201.51376803
    < [166] 475.00778020 -308.13914333 -256.16724633 -12.92734729 143.85644959
    < [171] -287.51855755 705.45054876 -208.34784281 28.58380411 445.88640447
    < [176] 179.76959597 -69.00938651 296.90543361 352.90838434 -97.15255644
    < [181] 1102.15670686 520.78384432 -366.11898984 22.19272096 160.40613989
    < [186] -647.63867833 -363.22934027 206.80862066 -119.84862353 29.69181375
    < [191] -602.72083527 -377.51125820 -397.52868151 -374.15234124 453.23016377
    < [196] 185.11992441 144.64991582 662.79927886 -164.88811662 366.85014565
    ---
    > [66] 12.04462046 12.80509515 18.65230389 -8.73663525 2.09175311
    > [71] 3.24259274 -12.34916528 -6.54763785 -0.26448867 25.17634451
    > [76] 0.09264876 -17.75326845 10.41192435 -5.12817322 61.97852911
    > [81] 11.96597465 -23.57007768 26.42398201 18.58566649 -19.98670055
    > [86] 28.57788247 -12.23153748 -2.41434928 0.02354940 -8.49853341
    > [91] 14.75126825 -27.89930213 2.57863122 9.38569020 8.35852944
    > [96] -28.07559250 -13.06590875 -5.64558486 -9.40949121 -41.53427523
    > [101] 16.53023503 -6.92421727 9.00272798 1.34246080 -39.69484618
    > [106] -32.75608913 35.57161049 -11.83668389 8.43996660 44.48138839
    > [111] 13.78920647 15.32821708 98.79491654 -61.72569354 -2.55706230
    > [116] 73.61217216 3.35680973 45.06159622 -19.06222968 -1.91886464
    > [121] 65.75248907 35.90088561 18.91758141 75.50043226 38.65425074
    > [126] -51.78823770 44.85110711 -68.47078108 -100.10800301 55.42909606
    > [131] -96.68024658 -85.64843051 -12.38520364 73.17897191 -90.19777926
    > [136] 190.00023438 -78.24990992 18.69231210 -115.54129594 73.88178295
    > [141] -35.70824539 91.50725605 37.68768137 92.14128786 195.14378308
    > [146] 33.93723364 -42.41992208 -157.99943619 -90.52723117 161.56249006
    > [151] 345.33870917 -182.98427390 -226.46943043 50.19138572 -184.78538636
    > [156] 300.46861811 72.89416527 -144.35791487 -127.47197949 -38.67132104
    > [161] 177.58998666 14.97910759 386.75563316 -54.80921965 -201.51376800
    > [166] 475.00778021 -308.13914333 -256.16724632 -12.92734728 143.85644949
    > [171] -287.51855753 705.45054869 -208.34784279 28.58380413 445.88640448
    > [176] 179.76959598 -69.00938648 296.90543363 352.90838436 -97.15255642
    > [181] 1102.15670689 520.78384434 -366.11898996 22.19272098 160.40613991
    > [186] -647.63867834 -363.22934023 206.80862069 -119.84862350 29.69181380
    > [191] -602.72083524 -377.51125819 -397.52868148 -374.15234131 453.23016379
    > [196] 185.11992443 144.64991586 662.79927888 -164.88811657 366.85014537
    1154c1138
    < [181] 248.71266119 -27.37644959 -90.50861667 -68.95764498 -52.90710371
    ---
    > [181] 248.71266118 -27.37644959 -90.50861667 -68.95764498 -52.90710371
    1315c1299
    < [36] -0.81743609 -1.84310189 -1.00034176 0.21279875 -2.11950582
    ---
    > [36] -0.81743608 -1.84310189 -1.00034176 0.21279875 -2.11950582
    1322c1306
    < [71] -2.11061881 -3.71286639 -4.25263691 -4.27507281 -1.26974043
    ---
    > [71] -2.11061880 -3.71286638 -4.25263691 -4.27507281 -1.26974043
    1327c1311
    < [96] -5.44716853 -6.79042518 -6.93686232 -5.67009168 -4.94006694
    ---
    > [96] -5.44716853 -6.79042517 -6.93686232 -5.67009168 -4.94006693
    1330,1331c1314,1315
    < [111] -4.53900396 -10.58699420 7.48523245 -12.19802089 -11.04067840
    < [116] 1.60671834 -6.67922350 -1.89998720 -7.63169065 -10.47201214
    ---
    > [111] -4.53900396 -10.58699419 7.48523246 -12.19802089 -11.04067840
    > [116] 1.60671835 -6.67922350 -1.89998720 -7.63169064 -10.47201214
    1333,1347c1317,1331
    < [126] -12.98078288 -4.43914215 -12.97876323 -13.71007072 -2.31929184
    < [131] 0.85801192 -17.90290788 -8.76342275 -3.45866862 -14.42336203
    < [136] -14.29582844 -16.52193547 -8.61936709 -22.13757572 -2.19661182
    < [141] -14.77156523 2.29238718 -21.09393005 -2.31700208 14.67904192
    < [146] -6.23845976 -16.64425968 -25.80918360 -12.81633638 8.37137538
    < [151] 44.72022028 -19.00650503 -18.81101719 -9.05051981 7.72331051
    < [156] 33.51589939 -8.48819327 -28.49783878 -10.43784285 -32.20715519
    < [161] 7.01791481 -18.76186230 45.73745707 -20.72304531 11.34895776
    < [166] 62.27830865 -33.50195074 -38.27286049 -21.08737777 -45.68001208
    < [171] -35.14197955 -11.81148871 -26.13683563 -10.55019210 48.41961273
    < [176] -3.04412613 2.80745886 21.80201855 28.23462824 -34.34469401
    < [181] 193.10449665 65.02424300 -63.46074776 -21.35054152 -3.76029988
    < [186] -28.81739330 -12.72149579 13.33900194 -41.45882409 47.34515946
    < [191] -38.66256656 -66.33703930 -52.98596364 -70.14753787 36.00075434
    < [196] -13.25236129 0.93585603 80.14218997 -11.25404019 -64.79639640
    ---
    > [126] -12.98078288 -4.43914214 -12.97876323 -13.71007072 -2.31929183
    > [131] 0.85801193 -17.90290787 -8.76342274 -3.45866862 -14.42336203
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    > [146] -6.23845976 -16.64425967 -25.80918360 -12.81633637 8.37137539
    > [151] 44.72022030 -19.00650502 -18.81101718 -9.05051980 7.72331053
    > [156] 33.51589941 -8.48819326 -28.49783877 -10.43784283 -32.20715518
    > [161] 7.01791482 -18.76186229 45.73745708 -20.72304529 11.34895779
    > [166] 62.27830867 -33.50195072 -38.27286048 -21.08737775 -45.68001206
    > [171] -35.14197953 -11.81148871 -26.13683561 -10.55019208 48.41961275
    > [176] -3.04412611 2.80745889 21.80201857 28.23462826 -34.34469399
    > [181] 193.10449670 65.02424302 -63.46074774 -21.35054150 -3.76029985
    > [186] -28.81739326 -12.72149575 13.33900198 -41.45882407 47.34515952
    > [191] -38.66256652 -66.33703928 -52.98596360 -70.14753786 36.00075436
    > [196] -13.25236127 0.93585608 80.14218999 -11.25404014 -64.79639635
    1495,1496c1479,1480
    < [181] 4581.306709 1935.481474 1946.626493 2143.222100 2386.250161 3853.926495
    < [187] 3911.004633 3251.963758 2124.282665 5087.460862 3824.365439 1527.399889
    ---
    > [181] 4581.306709 1935.481474 1946.626493 2143.222100 2386.250161 3853.926496
    > [187] 3911.004634 3251.963758 2124.282665 5087.460862 3824.365439 1527.399889
    1516c1500
    < [76] -2.73386904 -5.19669202 -3.95780097 -2.84734304 -6.36585142
    ---
    > [76] -2.73386904 -5.19669202 -3.95780097 -2.84734304 -6.36585143
    1519,1521c1503,1505
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    < [96] -5.70998901 -7.34972632 -3.02379431 -7.14974589 -8.65699680
    < [101] -6.44882058 -5.39398372 -5.95447585 -3.62803725 -7.02417748
    ---
    > [91] -2.66387227 -5.16337684 -3.68893713 -6.23187566 -3.46689925
    > [96] -5.70998901 -7.34972632 -3.02379431 -7.14974589 -8.65699681
    > [101] -6.44882058 -5.39398372 -5.95447586 -3.62803725 -7.02417748
    1523,1524c1507,1508
    < [111] -3.86466637 -3.39150425 -4.53101849 -10.70138119 -3.78600383
    < [116] -6.58002956 -4.54619889 -4.45466554 -10.61030250 -8.80272051
    ---
    > [111] -3.86466638 -3.39150425 -4.53101849 -10.70138120 -3.78600383
    > [116] -6.58002956 -4.54619889 -4.45466554 -10.61030251 -8.80272051
    1526,1540c1510,1524
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    < [131] -13.18473682 -9.28812545 -14.38251935 -10.00424251 -10.78800569
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    < [196] -3.19052963 -6.55867762 34.14013064 -9.16640851 48.64008061
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    2063c2047
    < 0.9546997 0.5881194 0.3207768 1.1167212
    ---
    > 0.9494620 0.5881974 0.3275715 1.1190656
    2066c2050
    < [1] 186.1312
    ---
    > [1] 186.1144
    2070c2054
    < 403 101
    ---
    > 402 101
    2081c2065
    < 0.9546997 0.5881194 0.3207768 1.1167212
    ---
    > 0.9494620 0.5881974 0.3275715 1.1190656
    2085c2069
    < 403 101
    ---
    > 402 101
    2092c2076
    < 0.7571302
    ---
    > 0.7532551
    2115,2195c2099,2179
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    < [15] 16.091464 7.366972 8.901101 10.744515 7.728081 11.783658 5.487527
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    < [36] 6.239923 11.140727 6.275995 10.057560 5.069201 12.723449 13.837623
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    < [57] 9.621995 5.596972 16.167260 8.038860 4.851597 9.056650 12.991406
    < [64] 13.038340 8.027918 9.503621 14.744173 20.349386 12.761253 9.876925
    < [71] 12.697335 7.179077 9.224385 8.266609 22.310557 8.883189 17.683652
    < [78] 11.173302 11.650746 29.094359 12.771309 16.126707 11.013081 12.799702
    < [85] 12.056853 16.844016 9.235035 8.247560 9.613398 9.164789 8.253220
    < [92] 10.501009 7.501715 8.888375 11.526729 14.660430 13.034567 9.229756
    < [99] 14.319169 21.264250 15.685236 7.293261 12.216150 6.793322 16.332142
    < [106] 14.833300 14.368566 12.044017 9.704667 10.301174 5.418355 9.536285
    < [113] 14.738807 13.348871 6.283495 12.612015 4.516895 7.071425 14.960302
    < [120] 19.520348 7.546296 3.388610 13.902484 8.738696 12.393039 13.576981
    < [127] 10.641083 6.196314 15.710014 7.724128 27.240243 10.121227 15.074445
    < [134] 10.522366 11.903827 11.271043 4.453581 11.688293 7.849623 7.555663
    < [141] 6.214802 15.525861 4.497842 8.681092 12.614933 3.392720 9.978405
    < [148] 8.886936 15.059559 11.022414 20.054527 13.974480 16.597773 9.186067
    < [155] 23.515216 18.350191 6.480401 4.268832 21.028352 14.139213 11.821935
    < [162] 5.374283 12.536826 11.242586 21.197746 15.112580 11.587333 7.450557
    < [169] 8.920014 11.170881 10.805427 11.951781 12.144659 11.726314 11.441193
    < [176] 7.982227 15.686625 11.395547 11.556138 7.613988 21.331701 8.836399
    < [183] 8.106100 8.703794 9.476407 14.829051 14.599874 11.843455 7.379526
    < [190] 17.489240 12.629461 4.786294 9.550788 3.391317 6.943925 4.972864
    < [197] 10.255173 7.342749 11.922952 14.053710
    <
    < $residuals
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    < [6] -1.316625199 -2.508200980 1.892012155 0.911388392 0.222205458
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    < [76] -0.997520823 0.864484986 0.278481183 0.255299999 0.323073586
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    < [196] -1.274321982 2.200347130 -0.373427665 -0.429971052 0.795531415
    <
    < $rss
    < [1] 186.132
    <
    < $cov.unscaled
    < gamma delta rho nu
    < gamma 1.922404e-03 6.729696e-05 0.0013343428 -8.037105e-04
    < delta 6.729696e-05 1.125616e-04 0.0003070532 -2.588462e-05
    < rho 1.334343e-03 3.070532e-04 0.0109371370 -4.238792e-04
    < nu -8.037105e-04 -2.588462e-05 -0.0004238792 3.434667e-04
    ---
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    > [8] 7.122046 20.629712 11.970746 14.223875 13.760911 8.018693 19.017771
    > [15] 16.098394 7.354437 8.893709 10.739501 7.716714 11.780179 5.471993
    > [22] 4.564465 5.998738 9.431848 12.475194 13.456020 13.305074 12.790870
    > [29] 12.937725 13.227798 14.998588 6.165669 10.841920 13.970880 19.585257
    > [36] 6.229720 11.135500 6.266283 10.051924 5.054072 12.720764 13.838570
    > [43] 4.712114 6.648764 4.632568 14.426612 10.948142 9.170946 14.791832
    > [50] 7.634131 12.782724 15.922636 7.739307 9.435385 21.177176 9.296706
    > [57] 9.607721 5.585549 16.173761 8.027833 4.841437 9.046443 12.989339
    > [64] 13.038188 8.019338 9.492792 14.746570 20.367007 12.760360 9.870758
    > [71] 12.696351 7.169428 9.214635 8.258353 22.333905 8.875810 17.691882
    > [78] 11.168335 11.647835 29.137589 12.769456 16.132215 11.003354 12.797004
    > [85] 12.053999 16.850484 9.228193 8.239453 9.602270 9.157882 8.236708
    > [92] 10.494638 7.487848 8.880036 11.516742 14.663145 13.034371 9.218966
    > [99] 14.321808 21.284041 15.690807 7.284223 12.214029 6.783626 16.338801
    > [106] 14.833794 14.360374 12.041877 9.698080 10.283515 5.406781 9.523061
    > [113] 14.733738 13.348371 6.269918 12.605887 4.506132 7.057553 14.964440
    > [120] 19.529284 7.530182 3.371692 13.903829 8.724820 12.390460 13.577809
    > [127] 10.634778 6.186005 15.714958 7.712417 27.277095 10.113735 15.078855
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    > [141] 6.205050 15.530047 4.481531 8.670224 12.606843 3.380931 9.972673
    > [148] 8.878969 15.063853 11.013896 20.065687 13.975714 16.603343 9.178175
    > [155] 23.543303 18.358725 6.468716 4.258470 21.043098 14.135222 11.816515
    > [162] 5.363429 12.525320 11.238897 21.218766 15.107686 11.583622 7.441288
    > [169] 8.912473 11.157505 10.800697 11.911087 12.142654 11.723120 11.430038
    > [176] 7.971131 15.692507 11.388939 11.548985 7.605198 21.340999 8.817822
    > [183] 8.096002 8.695707 9.468425 14.831885 14.603069 11.839546 7.370482
    > [190] 17.499644 12.628019 4.776055 9.544400 3.381094 6.928761 4.960363
    > [197] 10.248861 7.324215 11.920473 14.044873
    >
    > $residuals
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    > [6] -1.315818664 -2.488322251 1.923540047 0.892293110 0.224836967
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    > [26] -0.726367190 -1.782257508 0.066508548 -1.292245877 -1.182043365
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    > [41] -0.689646926 1.581472225 0.295399166 -1.051988907 -0.364100903
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    > [56] -0.153534046 0.161508590 -0.963294707 0.266628562 1.512165729
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    > [151] -1.237387578 0.778316255 0.157588592 -0.042863471 -0.701909951
    > [156] 1.525722027 0.420577081 0.368087777 -2.618298412 -1.921128780
    > [161] -0.084710987 0.975684796 -0.296157697 -0.894672835 -0.147565176
    > [166] -0.807287803 0.345308713 -0.779007752 -0.800689503 0.283180544
    > [171] 1.061815034 1.094221322 0.403632036 -0.296955423 -1.615326751
    > [176] -0.876590126 1.187747288 -0.755978986 0.399401442 -0.195767741
    > [181] 0.353796403 -0.335622866 -0.588663479 -0.649459771 0.037839325
    > [186] 0.802574494 1.723945803 1.656666959 1.533095526 -0.967031805
    > [191] 0.735069743 -0.362592360 -0.290425552 0.310087383 1.410022658
    > [196] -1.261820778 2.206658724 -0.354893454 -0.427491574 0.804368847
    >
    > $rss
    > [1] 186.115
    >
    > $cov.unscaled
    > gamma delta rho nu
    > gamma 1.903165e-03 6.692792e-05 0.0013323678 -7.999070e-04
    > delta 6.692792e-05 1.124107e-04 0.0003082085 -2.587283e-05
    > rho 1.332368e-03 3.082085e-04 0.0109632808 -4.258274e-04
    > nu -7.999070e-04 -2.587283e-05 -0.0004258274 3.436599e-04
    2208c2192
    < 0.9547 0.5881 0.3208 1.1167
    ---
    > 0.9495 0.5882 0.3276 1.1191
    2210c2194
    < Elasticity of Substitution: 0.7571
    ---
    > Elasticity of Substitution: 0.7533
    2221c2205
    < Convergence NOT achieved after 403 function and 101 gradient calls
    ---
    > Convergence NOT achieved after 402 function and 101 gradient calls
    2225,2228c2209,2212
    < gamma 0.95470 0.04230 22.571 < 2e-16 ***
    < delta 0.58812 0.01024 57.461 < 2e-16 ***
    < rho 0.32078 0.10089 3.179 0.00148 **
    < nu 1.11672 0.01788 62.461 < 2e-16 ***
    ---
    > gamma 0.94946 0.04208 22.561 < 2e-16 ***
    > delta 0.58820 0.01023 57.510 < 2e-16 ***
    > rho 0.32757 0.10101 3.243 0.00118 **
    > nu 1.11907 0.01788 62.577 < 2e-16 ***
    2232,2233c2216,2217
    < Residual standard error: 0.9647073
    < Multiple R-squared: 0.9563683
    ---
    > Residual standard error: 0.9646633
    > Multiple R-squared: 0.9563723
    2237c2221
    < E_1_2 (all) 0.75713 0.05783 13.09 <2e-16 ***
    ---
    > E_1_2 (all) 0.75326 0.05731 13.14 <2e-16 ***
    2243c2227
    < 0.9546997 0.5881194 0.3207768 1.1167212
    ---
    > 0.9494620 0.5881974 0.3275715 1.1190656
    2246,2249c2230,2233
    < gamma 1.789104e-03 6.263059e-05 0.0012418196 -7.479813e-04
    < delta 6.263059e-05 1.047566e-04 0.0002857622 -2.408978e-05
    < rho 1.241820e-03 2.857622e-04 0.0101787573 -3.944875e-04
    < nu -7.479813e-04 -2.408978e-05 -0.0003944875 3.196507e-04
    ---
    > gamma 1.771038e-03 6.228146e-05 0.0012398684 -7.443736e-04
    > delta 6.228146e-05 1.046066e-04 0.0002868112 -2.407661e-05
    > rho 1.239868e-03 2.868112e-04 0.0102021572 -3.962644e-04
    > nu -7.443736e-04 -2.407661e-05 -0.0003962644 3.198014e-04
    2252,2255c2236,2239
    < gamma 0.9546997 0.04229781 22.570905 8.371570e-113
    < delta 0.5881194 0.01023507 57.461223 0.000000e+00
    < rho 0.3207768 0.10088983 3.179476 1.475415e-03
    < nu 1.1167212 0.01787878 62.460708 0.000000e+00
    ---
    > gamma 0.9494620 0.04208370 22.561278 1.040715e-112
    > delta 0.5881974 0.01022774 57.510032 0.000000e+00
    > rho 0.3275715 0.10100573 3.243098 1.182376e-03
    > nu 1.1190656 0.01788299 62.577089 0.000000e+00
    2257,2285c2241,2269
    < [1] 9.018727 14.237331 5.344076 13.717132 15.538500 12.826187 8.356877
    < [8] 7.153573 20.610617 11.973378 14.221725 13.761507 8.026956 19.003050
    < [15] 16.091464 7.366972 8.901101 10.744515 7.728081 11.783658 5.487527
    < [22] 4.574969 6.008864 9.438402 12.481794 13.460368 13.306641 12.793066
    < [29] 12.938606 13.230775 14.996470 6.176467 10.846820 13.976761 19.568857
    < [36] 6.239923 11.140727 6.275995 10.057560 5.069201 12.723449 13.837623
    < [43] 4.722972 6.667690 4.643425 14.425662 10.953754 9.178329 14.807368
    < [50] 7.652198 12.783399 15.917931 7.751798 9.453194 21.159768 9.303992
    < [57] 9.621995 5.596972 16.167260 8.038860 4.851597 9.056650 12.991406
    < [64] 13.038340 8.027918 9.503621 14.744173 20.349386 12.761253 9.876925
    < [71] 12.697335 7.179077 9.224385 8.266609 22.310557 8.883189 17.683652
    < [78] 11.173302 11.650746 29.094359 12.771309 16.126707 11.013081 12.799702
    < [85] 12.056853 16.844016 9.235035 8.247560 9.613398 9.164789 8.253220
    < [92] 10.501009 7.501715 8.888375 11.526729 14.660430 13.034567 9.229756
    < [99] 14.319169 21.264250 15.685236 7.293261 12.216150 6.793322 16.332142
    < [106] 14.833300 14.368566 12.044017 9.704667 10.301174 5.418355 9.536285
    < [113] 14.738807 13.348871 6.283495 12.612015 4.516895 7.071425 14.960302
    < [120] 19.520348 7.546296 3.388610 13.902484 8.738696 12.393039 13.576981
    < [127] 10.641083 6.196314 15.710014 7.724128 27.240243 10.121227 15.074445
    < [134] 10.522366 11.903827 11.271043 4.453581 11.688293 7.849623 7.555663
    < [141] 6.214802 15.525861 4.497842 8.681092 12.614933 3.392720 9.978405
    < [148] 8.886936 15.059559 11.022414 20.054527 13.974480 16.597773 9.186067
    < [155] 23.515216 18.350191 6.480401 4.268832 21.028352 14.139213 11.821935
    < [162] 5.374283 12.536826 11.242586 21.197746 15.112580 11.587333 7.450557
    < [169] 8.920014 11.170881 10.805427 11.951781 12.144659 11.726314 11.441193
    < [176] 7.982227 15.686625 11.395547 11.556138 7.613988 21.331701 8.836399
    < [183] 8.106100 8.703794 9.476407 14.829051 14.599874 11.843455 7.379526
    < [190] 17.489240 12.629461 4.786294 9.550788 3.391317 6.943925 4.972864
    < [197] 10.255173 7.342749 11.922952 14.053710
    ---
    > [1] 9.010967 14.235367 5.329251 13.716726 15.534631 12.825380 8.336998
    > [8] 7.122046 20.629712 11.970746 14.223875 13.760911 8.018693 19.017771
    > [15] 16.098394 7.354437 8.893709 10.739501 7.716714 11.780179 5.471993
    > [22] 4.564465 5.998738 9.431848 12.475194 13.456020 13.305074 12.790870
    > [29] 12.937725 13.227798 14.998588 6.165669 10.841920 13.970880 19.585257
    > [36] 6.229720 11.135500 6.266283 10.051924 5.054072 12.720764 13.838570
    > [43] 4.712114 6.648764 4.632568 14.426612 10.948142 9.170946 14.791832
    > [50] 7.634131 12.782724 15.922636 7.739307 9.435385 21.177176 9.296706
    > [57] 9.607721 5.585549 16.173761 8.027833 4.841437 9.046443 12.989339
    > [64] 13.038188 8.019338 9.492792 14.746570 20.367007 12.760360 9.870758
    > [71] 12.696351 7.169428 9.214635 8.258353 22.333905 8.875810 17.691882
    > [78] 11.168335 11.647835 29.137589 12.769456 16.132215 11.003354 12.797004
    > [85] 12.053999 16.850484 9.228193 8.239453 9.602270 9.157882 8.236708
    > [92] 10.494638 7.487848 8.880036 11.516742 14.663145 13.034371 9.218966
    > [99] 14.321808 21.284041 15.690807 7.284223 12.214029 6.783626 16.338801
    > [106] 14.833794 14.360374 12.041877 9.698080 10.283515 5.406781 9.523061
    > [113] 14.733738 13.348371 6.269918 12.605887 4.506132 7.057553 14.964440
    > [120] 19.529284 7.530182 3.371692 13.903829 8.724820 12.390460 13.577809
    > [127] 10.634778 6.186005 15.714958 7.712417 27.277095 10.113735 15.078855
    > [134] 10.514738 11.901005 11.241635 4.443006 11.685053 7.840255 7.543612
    > [141] 6.205050 15.530047 4.481531 8.670224 12.606843 3.380931 9.972673
    > [148] 8.878969 15.063853 11.013896 20.065687 13.975714 16.603343 9.178175
    > [155] 23.543303 18.358725 6.468716 4.258470 21.043098 14.135222 11.816515
    > [162] 5.363429 12.525320 11.238897 21.218766 15.107686 11.583622 7.441288
    > [169] 8.912473 11.157505 10.800697 11.911087 12.142654 11.723120 11.430038
    > [176] 7.971131 15.692507 11.388939 11.548985 7.605198 21.340999 8.817822
    > [183] 8.096002 8.695707 9.468425 14.831885 14.603069 11.839546 7.370482
    > [190] 17.499644 12.628019 4.776055 9.544400 3.381094 6.928761 4.960363
    > [197] 10.248861 7.324215 11.920473 14.044873
    2287,2326c2271,2310
    < [1] 0.195298981 0.217404917 -0.194759531 0.579481870 0.026951977
    < [6] -1.316625199 -2.508200980 1.892012155 0.911388392 0.222205458
    < [11] -0.531250686 -0.709606556 0.689816376 -0.888319488 -0.255843073
    < [16] 0.648056762 -0.996117826 0.230370608 1.028928108 0.895767017
    < [21] 0.243312452 -1.768003608 -0.276123823 -0.835706385 -0.338920223
    < [26] -0.730715481 -1.783824668 0.064312730 -1.293127626 -1.185020316
    < [31] 0.664654960 0.379444842 -0.771076200 0.388715816 0.674639548
    < [36] 0.159559632 1.657092909 0.535882675 1.064375439 -0.237905726
    < [41] -0.692331317 1.582419604 0.284540820 -1.070915565 -0.374957333
    < [46] -1.590732240 0.293937975 0.245213178 0.694835547 -0.036825744
    < [51] 0.783235029 -0.588667373 -0.562821054 -0.296053482 1.696172682
    < [56] -0.160820033 0.147234401 -0.974717272 0.273129858 1.501139284
    < [61] -0.211491918 1.034083284 -0.806050632 -0.710365308 -0.569759992
    < [66] -1.523218827 -0.554868371 1.855233017 -0.132336325 1.471763451
    < [71] 0.206275679 -0.131214406 0.447813452 -0.706520774 0.995795936
    < [76] -0.997520823 0.864484986 0.278481183 0.255299999 0.323073586
    < [81] -0.828535138 -1.136294879 -0.411018319 1.205513315 0.700469246
    < [86] 2.214083054 -0.877013602 0.215386107 3.127508900 0.145088841
    < [91] 0.887078246 0.972266688 1.669955624 0.112533973 1.239378764
    < [96] -1.639374890 -0.642537730 0.163015470 -0.493056628 0.257429095
    < [101] -1.671833077 0.646548725 -0.415572769 -0.368368094 -0.057901829
    < [106] -0.504796564 -1.776841443 0.711435747 0.109745520 -3.123951274
    < [111] 1.149535114 -0.658624974 -0.061226152 0.407402602 -0.978521554
    < [116] -1.624518798 1.603271904 1.859810212 0.689380577 0.145700666
    < [121] -0.009664443 0.175083621 -0.214001046 0.923078384 0.729046499
    < [126] -0.484282364 0.149741764 0.162559716 0.163552273 1.013900052
    < [131] -0.600344207 0.740356073 0.252885877 -0.050578846 1.104762901
    < [136] -0.216833994 -0.984472295 -1.209650857 -0.214133741 -0.736323204
    < [141] -1.125907877 -0.663662447 -1.820867402 -0.444281912 -0.545496108
    < [146] -0.284830481 0.089631085 0.493562489 -0.370613247 0.218664025
    < [151] -1.226228332 0.779549971 0.163158681 -0.050755134 -0.673822714
    < [156] 1.534255755 0.408892613 0.357725463 -2.603552929 -1.925120342
    < [161] -0.090130644 0.964830944 -0.307664676 -0.898360920 -0.126545269
    < [166] -0.812181971 0.341597679 -0.788276352 -0.808230925 0.269804348
    < [171] 1.057085001 1.053526840 0.401626377 -0.300149672 -1.626482085
    < [176] -0.887686264 1.193628694 -0.762587089 0.392248148 -0.204557545
    < [181] 0.363093515 -0.354200186 -0.598761366 -0.657547245 0.029857027
    < [186] 0.805408606 1.727140420 1.652758425 1.524051933 -0.956627857
    < [191] 0.733627982 -0.372831411 -0.296813156 0.299864478 1.394858634
    < [196] -1.274321982 2.200347130 -0.373427665 -0.429971052 0.795531415
    ---
    > [1] 0.203059492 0.219368303 -0.179934686 0.579887668 0.030820361
    > [6] -1.315818664 -2.488322251 1.923540047 0.892293110 0.224836967
    > [11] -0.533401162 -0.709009817 0.698079581 -0.903040133 -0.262772443
    > [16] 0.660591440 -0.988726627 0.235384697 1.040295975 0.899245518
    > [21] 0.258846438 -1.757499514 -0.265997713 -0.829153166 -0.332320610
    > [26] -0.726367190 -1.782257508 0.066508548 -1.292245877 -1.182043365
    > [31] 0.662536819 0.390242579 -0.766176283 0.394596850 0.658239377
    > [36] 0.169763112 1.662320542 0.545595065 1.070011795 -0.222776563
    > [41] -0.689646926 1.581472225 0.295399166 -1.051988907 -0.364100903
    > [46] -1.591681889 0.299550226 0.252596075 0.710371203 -0.018758896
    > [51] 0.783910432 -0.593372163 -0.550330813 -0.278244605 1.678764156
    > [56] -0.153534046 0.161508590 -0.963294707 0.266628562 1.512165729
    > [61] -0.201332073 1.044290182 -0.803983749 -0.710213236 -0.561179807
    > [66] -1.512389764 -0.557265374 1.837611691 -0.131444210 1.477930728
    > [71] 0.207260322 -0.121564577 0.457563774 -0.698265278 0.972448012
    > [76] -0.990142663 0.856254894 0.283448011 0.258211251 0.279843399
    > [81] -0.826681876 -1.141802516 -0.401291411 1.208211109 0.703322438
    > [86] 2.207614579 -0.870171361 0.223492759 3.138637402 0.151995919
    > [91] 0.903590485 0.978637403 1.683822950 0.120872889 1.249365311
    > [96] -1.642089339 -0.642341672 0.173804733 -0.495696082 0.237638490
    > [101] -1.677404080 0.655586882 -0.413451693 -0.358671389 -0.064560169
    > [106] -0.505290404 -1.768650067 0.713575447 0.116332488 -3.106292983
    > [111] 1.161108758 -0.645400060 -0.056156871 0.407902813 -0.964944794
    > [116] -1.618390348 1.614034846 1.873681795 0.685242813 0.136764310
    > [121] 0.006449393 0.192000791 -0.215345628 0.936953704 0.731624974
    > [126] -0.485110509 0.156047063 0.172868281 0.158607647 1.025611401
    > [131] -0.637195450 0.747848608 0.248475410 -0.042951611 1.107585558
    > [136] -0.187426303 -0.973897378 -1.206410750 -0.204765033 -0.724272227
    > [141] -1.116156152 -0.667849137 -1.804556655 -0.433413345 -0.537405863
    > [146] -0.273041221 0.095362447 0.501529702 -0.374907291 0.227181558
    > [151] -1.237387578 0.778316255 0.157588592 -0.042863471 -0.701909951
    > [156] 1.525722027 0.420577081 0.368087777 -2.618298412 -1.921128780
    > [161] -0.084710987 0.975684796 -0.296157697 -0.894672835 -0.147565176
    > [166] -0.807287803 0.345308713 -0.779007752 -0.800689503 0.283180544
    > [171] 1.061815034 1.094221322 0.403632036 -0.296955423 -1.615326751
    > [176] -0.876590126 1.187747288 -0.755978986 0.399401442 -0.195767741
    > [181] 0.353796403 -0.335622866 -0.588663479 -0.649459771 0.037839325
    > [186] 0.802574494 1.723945803 1.656666959 1.533095526 -0.967031805
    > [191] 0.735069743 -0.362592360 -0.290425552 0.310087383 1.410022658
    > [196] -1.261820778 2.206658724 -0.354893454 -0.427491574 0.804368847
    3960c3944
    < 1.36481413 0.02957371 0.61195246 0.57816546
    ---
    > 1.36481416 0.02957371 0.61195246 0.57816544
    3967c3951
    < 339 43
    ---
    > 371 41
    3978c3962
    < 1.36481413 0.02957371 0.61195246 0.57816546
    ---
    > 1.36481416 0.02957371 0.61195246 0.57816544
    3982c3966
    < 339 43
    ---
    > 371 41
    4013c3997
    < [7] 10.602441 8.927575 26.991852 17.214170 20.550008 20.361672
    ---
    > [7] 10.602442 8.927575 26.991852 17.214170 20.550008 20.361672
    4015,4087c3999,4071
    < [19] 14.763639 22.560070 11.198949 10.379813 13.511663 20.951408
    < [25] 26.999009 29.823060 31.302875 31.129099 32.373406 33.284729
    < [31] 38.581292 17.926261 30.808048 38.750773 55.743678 20.482737
    < [37] 35.889599 22.056836 34.666516 19.085347 44.740481 50.036168
    < [43] 19.871318 25.883706 20.763425 58.090219 47.512982 41.332005
    < [49] 64.568283 35.230986 61.172679 75.872237 41.422621 50.211768
    < [55] 108.517149 52.976302 54.086872 36.017699 95.147668 52.781273
    < [61] 34.608372 60.731662 87.414443 91.536654 61.225953 70.976169
    < [67] 110.602292 152.322529 104.268530 84.790358 109.605085 68.169250
    < [73] 87.722924 81.370719 203.250866 92.241673 177.144903 119.250465
    < [79] 129.037406 296.637323 147.070956 189.140761 133.566861 160.317726
    < [85] 159.265143 217.736570 132.831938 123.131753 145.658085 144.103271
    < [91] 133.328249 173.122135 130.860724 155.812212 204.292238 262.648270
    < [97] 242.999294 183.509333 280.331500 412.583079 321.186104 166.899128
    < [103] 272.303818 165.496980 377.562957 356.618057 353.681698 313.019884
    < [109] 264.083227 284.024181 163.865169 284.313067 419.651948 411.368327
    < [115] 214.274805 402.351630 167.514526 251.168796 526.678628 688.506338
    < [121] 287.049875 137.850320 552.290922 361.421307 525.970781 594.729166
    < [127] 484.821338 313.040655 741.635812 392.370300 1287.807434 546.521437
    < [133] 801.134073 586.766357 690.468381 646.379130 303.926363 736.134930
    < [139] 535.630244 516.262592 458.716235 1064.362712 357.342360 659.696879
    < [145] 941.788775 298.156405 837.402086 781.097614 1287.664016 974.563643
    < [151] 1721.844451 1318.131973 1584.211599 946.921845 2294.871405 1852.831622
    < [157] 748.098767 544.463687 2335.101103 1681.827299 1448.940227 740.607579
    < [163] 1576.290329 1539.213367 2809.374823 2054.490517 1737.231820 1204.870848
    < [169] 1445.279979 1815.260639 1835.852218 1928.030597 2159.352444 2140.503771
    < [175] 2083.308047 1579.509209 3048.894324 2312.487128 2403.477753 1740.547726
    < [181] 4366.293324 1983.825916 2023.571098 2197.552544 2428.086033 3800.558214
    < [187] 3853.534753 3248.642366 2207.189032 4928.990723 3814.313083 1647.402409
    < [193] 3145.783224 1284.538089 2389.766994 1855.902273 3730.544139 2694.019734
    < [199] 4565.151115 5424.343234
    <
    < $residuals
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    < [196] -124.16314719 -40.70301469 -63.68139879 0.28691992 58.19168115
    ---
    > [19] 14.763639 22.560070 11.198949 10.379813 13.511664 20.951409
    > [25] 26.999009 29.823060 31.302875 31.129100 32.373407 33.284729
    > [31] 38.581292 17.926261 30.808049 38.750774 55.743679 20.482737
    > [37] 35.889600 22.056836 34.666516 19.085348 44.740481 50.036168
    > [43] 19.871318 25.883707 20.763425 58.090220 47.512983 41.332005
    > [49] 64.568284 35.230986 61.172680 75.872238 41.422622 50.211769
    > [55] 108.517151 52.976302 54.086872 36.017700 95.147670 52.781274
    > [61] 34.608373 60.731663 87.414444 91.536655 61.225954 70.976170
    > [67] 110.602293 152.322531 104.268531 84.790359 109.605086 68.169251
    > [73] 87.722925 81.370720 203.250868 92.241674 177.144905 119.250467
    > [79] 129.037407 296.637326 147.070958 189.140764 133.566863 160.317727
    > [85] 159.265145 217.736572 132.831939 123.131754 145.658087 144.103272
    > [91] 133.328251 173.122137 130.860725 155.812213 204.292240 262.648272
    > [97] 242.999296 183.509335 280.331502 412.583083 321.186107 166.899129
    > [103] 272.303820 165.496981 377.562960 356.618060 353.681702 313.019886
    > [109] 264.083229 284.024184 163.865170 284.313070 419.651951 411.368330
    > [115] 214.274807 402.351632 167.514527 251.168798 526.678631 688.506344
    > [121] 287.049876 137.850321 552.290924 361.421309 525.970783 594.729169
    > [127] 484.821341 313.040657 741.635815 392.370302 1287.807442 546.521440
    > [133] 801.134076 586.766359 690.468384 646.379139 303.926365 736.134932
    > [139] 535.630246 516.262593 458.716237 1064.362715 357.342364 659.696881
    > [145] 941.788777 298.156406 837.402088 781.097617 1287.664019 974.563644
    > [151] 1721.844453 1318.131976 1584.211604 946.921846 2294.871409 1852.831623
    > [157] 748.098768 544.463688 2335.101110 1681.827305 1448.940227 740.607579
    > [163] 1576.290329 1539.213367 2809.374824 2054.490516 1737.231821 1204.870848
    > [169] 1445.279978 1815.260646 1835.852218 1928.030619 2159.352443 2140.503768
    > [175] 2083.308044 1579.509206 3048.894319 2312.487123 2403.477748 1740.547722
    > [181] 4366.293314 1983.825912 2023.571097 2197.552538 2428.086026 3800.558207
    > [187] 3853.534744 3248.642355 2207.189025 4928.990707 3814.313073 1647.402405
    > [193] 3145.783214 1284.538086 2389.766985 1855.902265 3730.544123 2694.019725
    > [199] 4565.151095 5424.343233
    >
    > $residuals
    > [1] -1.32786719 -0.02244038 -0.80453207 -0.75269649 -1.15172700
    > [6] -0.53326084 -1.08358201 -1.38802325 -0.19803839 -2.56071236
    > [11] -0.43375940 -0.64243266 -2.61030515 -0.44822294 -2.20965612
    > [16] -0.46888224 -2.67316615 -1.68716574 -3.01668742 -1.89457525
    > [21] -0.75752471 1.72796383 -0.75569045 -3.12835346 -0.71140389
    > [26] -3.25056120 -2.24545568 -1.15779909 -4.40068953 -1.11267050
    > [31] -0.89015029 -2.95376084 -2.45156437 0.53627774 -2.16185843
    > [36] -2.26363817 -2.89192229 -2.39791439 -1.11661638 -3.39217623
    > [41] -2.69848399 -2.84107530 -3.69932958 -4.61092590 -3.13525634
    > [46] -4.71733109 -3.69472114 -4.17468496 -2.48716473 -3.06876770
    > [51] -4.10310211 -3.22909953 -4.20413658 -3.38253765 -1.39263045
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    > [71] -4.55465784 -6.83704429 -6.84917450 -8.01127596 -0.12493616
    > [76] -6.63357230 -3.91509688 -6.67261201 -5.66535044 10.51809657
    > [81] -7.38946786 -5.84417863 -6.59770112 -7.17532472 -6.96554566
    > [86] -4.54986240 -10.41444828 -9.56087542 -9.34327577 -7.67689656
    > [91] -10.85904568 -10.62566213 -12.14352283 -12.14812983 -9.61881844
    > [96] -6.31371087 -9.73965274 -11.26852865 -7.62629543 2.94248699
    > [101] -4.02323085 -14.29582985 -9.29014757 -13.17316324 -4.01879109
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    > [111] -15.76655620 -15.76039440 -1.94404430 -13.72979368 -19.58501332
    > [116] -8.93841012 -18.88520467 -17.34253933 -7.76083375 4.70511565
    > [121] -15.84077240 -14.94331285 -10.27403595 -16.40341185 -13.56828117
    > [126] -14.51827065 -17.19129151 -25.95586351 -7.56009768 -21.60036981
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    > [136] -19.27895164 -33.67083986 -18.96478562 -36.11316653 -27.44070485
    > [141] -35.10537723 2.20903015 -39.69219354 -28.45432940 -7.25489757
    > [146] -33.81116925 -31.34341522 -40.03528154 -2.97769000 -17.12689354
    > [151] 59.04164525 -10.61401409 10.56328609 -34.52336771 89.60366075
    > [156] 46.59040936 -46.44063558 -58.41266627 70.28929408 -9.75019743
    > [161] -15.95486584 -59.22710243 6.70805255 -33.08505254 99.29048879
    > [166] 41.27609273 -33.71999241 -67.07480184 -52.78174319 -39.88005121
    > [171] -42.60374576 -13.34359272 -24.03211960 -23.60632934 -2.77046662
    > [176] -60.45508505 44.78698768 -13.62609089 -10.36885988 -80.40127235
    > [181] 248.83063102 -27.41814963 -90.41348771 -68.80252770 -52.74687426
    > [186] 39.37780777 43.39115376 -5.94990743 -100.22435509 153.80885721
    > [191] -3.92264346 -137.77569588 -77.54641012 -144.17435538 -82.55649105
    > [196] -124.16313948 -40.70299857 -63.68138929 0.28693941 58.19168162
    4123c4107
    < Convergence achieved after 339 function and 43 gradient calls
    ---
    > Convergence achieved after 371 function and 41 gradient calls
    4127c4111
    < gamma 1.3648141 0.0286756 47.59 <2e-16 ***
    ---
    > gamma 1.3648142 0.0286756 47.59 <2e-16 ***
    4130c4114
    < rho 0.5781655 0.0360217 16.05 <2e-16 ***
    ---
    > rho 0.5781654 0.0360217 16.05 <2e-16 ***
    4151c4135
    < 1.00083750 0.02999837 0.59982687 0.49905838 1.09974817
    ---
    > 1.00083751 0.02999837 0.59982687 0.49905838 1.09974817
    4158c4142
    < 385 49
    ---
    > 379 47
    4169c4153
    < 1.00083750 0.02999837 0.59982687 0.49905838 1.09974817
    ---
    > 1.00083751 0.02999837 0.59982687 0.49905838 1.09974817
    4173c4157
    < 385 49
    ---
    > 379 47
    4207,4211c4191,4195
    < [25] 25.405300 28.243996 29.265142 29.018578 30.250334 31.457211
    < [31] 36.814947 15.818645 28.521639 37.043975 54.324274 18.084100
    < [37] 33.170301 19.420190 31.844388 16.461613 42.255417 47.509132
    < [43] 17.050535 23.500691 17.803770 55.584613 44.030905 37.941362
    < [49] 61.577729 32.399732 57.753552 73.389639 37.285528 46.087227
    ---
    > [25] 25.405300 28.243996 29.265142 29.018579 30.250334 31.457212
    > [31] 36.814947 15.818645 28.521639 37.043975 54.324275 18.084100
    > [37] 33.170301 19.420191 31.844388 16.461613 42.255417 47.509133
    > [43] 17.050535 23.500691 17.803770 55.584613 44.030905 37.941363
    > [49] 61.577730 32.399732 57.753552 73.389639 37.285528 46.087227
    4213,4278c4197,4262
    < [61] 30.057330 56.346882 83.474837 87.013592 55.668309 66.363211
    < [67] 106.860185 151.419436 99.047508 79.012859 104.404033 61.511961
    < [73] 80.889778 74.759795 204.394071 85.302270 173.505450 112.992322
    < [79] 122.177268 306.931677 141.141874 184.220838 127.555465 154.325243
    < [85] 151.394314 214.901932 123.573423 113.672412 135.714336 134.171221
    < [91] 122.757994 162.908279 119.477065 145.680992 193.962036 255.300183
    < [97] 234.165901 171.012396 272.708922 415.096646 315.946104 153.288815
    < [103] 262.213923 151.413622 371.950903 348.014749 344.301839 301.126514
    < [109] 249.956508 269.032246 148.103423 267.369546 417.025718 399.425989
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    < [139] 501.081318 487.833899 422.087174 1066.579034 318.947305 631.723043
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    < [157] 701.084024 486.480294 2404.007823 1671.591786 1433.164896 681.814867
    < [163] 1581.890766 1508.254749 2908.207447 2093.703436 1703.834303 1136.525601
    < [169] 1392.271035 1775.022480 1793.308583 1915.512811 2135.309058 2117.553240
    < [175] 2080.729394 1520.867542 3093.769065 2298.116755 2395.242509 1659.322561
    < [181] 4615.812828 1955.465428 1933.112386 2127.925400 2375.157315 3841.074921
    < [187] 3896.307350 3242.763470 2106.908784 5081.724987 3810.115204 1509.944926
    < [193] 3070.791779 1140.797068 2306.889489 1731.131727 3688.832276 2630.725605
    < [199] 4565.233964 5482.464667
    <
    < $residuals
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    < [6] 0.683629346 -0.151783690 -0.620777815 0.626506397 -1.196104343
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    < [191] 0.275226106 -0.318217663 -2.554975334 -0.433336968 0.321005242
    < [196] 0.607398976 1.008848762 -0.387269645 0.204070726 0.070247322
    ---
    > [61] 30.057331 56.346882 83.474837 87.013593 55.668310 66.363211
    > [67] 106.860186 151.419436 99.047509 79.012859 104.404034 61.511961
    > [73] 80.889779 74.759795 204.394072 85.302270 173.505451 112.992322
    > [79] 122.177268 306.931678 141.141874 184.220839 127.555465 154.325243
    > [85] 151.394314 214.901933 123.573423 113.672413 135.714337 134.171221
    > [91] 122.757994 162.908280 119.477065 145.680993 193.962037 255.300184
    > [97] 234.165902 171.012397 272.708922 415.096647 315.946105 153.288815
    > [103] 262.213923 151.413623 371.950904 348.014750 344.301839 301.126514
    > [109] 249.956508 269.032247 148.103423 267.369547 417.025718 399.425989
    > [115] 194.355870 393.757837 148.964145 234.490175 518.774775 692.475445
    > [121] 270.935630 122.674691 542.617918 345.053032 512.905505 582.022260
    > [127] 467.466486 285.455963 735.421275 369.738824 1341.250033 521.214567
    > [133] 794.903389 568.046319 669.966830 626.581846 270.072677 716.935058
    > [139] 501.081318 487.833899 422.087174 1066.579035 318.947305 631.723043
    > [145] 935.230088 263.715847 805.714497 741.946017 1284.757123 956.105754
    > [151] 1780.720630 1306.567649 1593.543111 910.667918 2386.608475 1902.007916
    > [157] 701.084024 486.480295 2404.007824 1671.591787 1433.164897 681.814867
    > [163] 1581.890767 1508.254750 2908.207448 2093.703437 1703.834304 1136.525601
    > [169] 1392.271036 1775.022480 1793.308584 1915.512810 2135.309059 2117.553240
    > [175] 2080.729394 1520.867543 3093.769065 2298.116755 2395.242509 1659.322561
    > [181] 4615.812826 1955.465428 1933.112386 2127.925400 2375.157314 3841.074920
    > [187] 3896.307349 3242.763469 2106.908784 5081.724984 3810.115202 1509.944926
    > [193] 3070.791778 1140.797068 2306.889488 1731.131726 3688.832274 2630.725603
    > [199] 4565.233961 5482.464663
    >
    > $residuals
    > [1] -0.304802606 1.085561187 0.036843060 0.281942962 -0.006378711
    > [6] 0.683629267 -0.151783738 -0.620777853 0.626506264 -1.196104425
    > [11] 0.830485884 0.591586791 -1.184701207 0.664110120 -0.882304916
    > [16] 1.094215479 -1.095794688 -0.098442919 -1.516065368 -0.269981163
    > [21] 0.591580365 3.300839139 0.942070618 -1.220893703 0.882305337
    > [26] -1.671497038 -0.207722208 0.952722145 -2.277616550 0.714847025
    > [31] 0.876194793 -0.846144002 -0.165154453 2.243076083 -0.742454332
    > [36] 0.134998546 -0.172622990 0.238731005 1.705512104 -0.768440997
    > [41] -0.213419634 -0.314039565 -0.878546868 -2.227910266 -0.175601298
    > [46] -2.211724430 -0.212644026 -0.784042294 0.503390243 -0.237513501
    > [51] -0.683974757 -0.746500832 -0.067042365 0.742004069 0.134451900
    > [56] -0.604539351 -0.212301029 1.969469593 -1.362876944 -0.273517593
    > [61] -0.482310739 -0.590581255 2.313677329 -0.500495502 -0.780890379
    > [66] -0.992323017 1.249907719 1.090840562 -1.933445869 -0.379909091
    > [71] 0.646395004 -0.179754956 -0.016027831 -1.400350661 -1.268140023
    > [76] 0.305831543 -0.275642662 -0.414467805 1.194788082 0.223744854
    > [81] -1.460384331 -0.924253603 -0.586303201 -1.182840382 0.905285445
    > [86] -1.715223354 -1.155932047 -0.101533674 0.600474620 2.255154407
    > [91] -0.288788414 -0.411804601 -0.759862313 -2.016909454 0.711385176
    > [96] 1.034377488 -0.906258358 1.228409991 -0.003715709 0.428923093
    > [101] 1.216770830 -0.685515337 0.799749064 0.910195422 1.593265185
    > [106] 1.560607905 1.153612295 -1.308501217 0.545144318 -0.318511962
    > [111] -0.004809561 1.183128774 0.682188409 -1.787453586 0.333924147
    > [116] -0.344614854 -0.334822789 -0.663916418 0.143022165 0.736014591
    > [121] 0.273474121 0.232316530 -0.601029094 -0.035134449 -0.503002860
    > [126] -1.811361080 0.163563239 1.628830018 -1.345556836 1.031107732
    > [131] 1.268084653 0.379274952 -0.883917764 -1.486716847 1.514363793
    > [136] 0.518341248 0.182847926 0.235088555 -1.564238976 0.987989236
    > [141] 1.523685106 -0.007289640 -1.297134824 -0.480492196 -0.696208669
    > [146] 0.629389487 0.344175898 -0.883681755 -0.070793386 1.330996632
    > [151] 0.165468358 0.950312538 1.231779667 1.730560894 -2.133405009
    > [156] -2.585884114 0.574107863 -0.429272893 1.382580298 0.485320077
    > [161] -0.179535577 -0.434391121 1.107615014 -2.126435292 0.457865020
    > [166] 2.063172125 -0.322474774 1.270445070 0.227198777 0.358114698
    > [171] -0.060111807 -0.825783503 0.011264314 -0.655801443 -0.191816707
    > [176] -1.813421621 -0.087758077 0.744277640 -2.133620983 0.823888886
    > [181] -0.688881501 0.942335076 0.045223318 0.824610509 0.181837612
    > [186] -1.138905235 0.618548650 -0.071020870 0.055886643 1.074579945
    > [191] 0.275227653 -0.318217274 -2.554974083 -0.433336630 0.321006578
    > [196] 0.607399795 1.008850819 -0.387267609 0.204073600 0.070252169
    4288c4272
    < rho 9.202789e-08 -1.188276e-11 2.395185e-08 7.471128e-07 -2.506879e-08
    ---
    > rho 9.202789e-08 -1.188276e-11 2.395185e-08 7.471129e-07 -2.506879e-08
    4315c4299
    < Convergence achieved after 385 function and 49 gradient calls
    ---
    > Convergence achieved after 379 function and 47 gradient calls
    4932c4916
    < [181] 0.390527625 -0.320991551 -0.599079227 -0.660275954 0.029893247
    ---
    > [181] 0.390527625 -0.320991551 -0.599079227 -0.660275954 0.029893246
    5074c5058
    < [181] 0.390527625 -0.320991551 -0.599079227 -0.660275954 0.029893247
    ---
    > [181] 0.390527625 -0.320991551 -0.599079227 -0.660275954 0.029893246
    5086c5070
    < 1.36482177 0.02957368 0.61195255 0.57816972
    ---
    > 1.3648147 0.0295737 0.6119524 0.5781642
    5093c5077
    < 123 123
    ---
    > 148 148
    5104c5088
    < 1.36482177 0.02957368 0.61195255 0.57816972
    ---
    > 1.3648147 0.0295737 0.6119524 0.5781642
    5108c5092
    < 123 123
    ---
    > 148 148
    5118c5102
    < 0.6336454
    ---
    > 0.6336476
    5141,5216c5125,5200
    < [1] 10.120046 15.850935 6.452755 16.045917 18.637581 16.257827
    < [7] 10.602491 8.927609 26.991996 17.214261 20.550116 20.361777
    < [13] 13.106062 29.262579 25.938239 13.254136 16.133454 19.610969
    < [19] 14.763710 22.560182 11.198998 10.379864 13.511729 20.951511
    < [25] 26.999133 29.823197 31.303023 31.129246 32.373559 33.284880
    < [31] 38.581469 17.926342 30.808189 38.750938 55.743931 20.482828
    < [37] 35.889759 22.056934 34.666669 19.085421 44.740672 50.036383
    < [43] 19.871402 25.883798 20.763512 58.090459 47.513178 41.332175
    < [49] 64.568505 35.231107 61.172927 75.872537 41.422776 50.211936
    < [55] 108.517567 52.976506 54.087056 36.017833 95.148028 52.781464
    < [61] 34.608502 60.731876 87.414757 91.536988 61.226174 70.976405
    < [67] 110.602680 152.323061 104.268895 84.790650 109.605461 68.169480
    < [73] 87.723207 81.370990 203.251530 92.241975 177.145466 119.250841
    < [79] 129.037818 296.638226 147.071408 189.141340 133.567232 160.318197
    < [85] 159.265619 217.737198 132.832329 123.132111 145.658468 144.103682
    < [91] 133.328554 173.122608 130.861040 155.812625 204.292727 262.648966
    < [97] 242.999935 183.509772 280.332222 412.584115 321.186906 166.899541
    < [103] 272.304480 165.497375 377.563852 356.618860 353.682383 313.020603
    < [109] 264.083817 284.024636 163.865502 284.313580 419.652707 411.369183
    < [115] 214.275184 402.352360 167.514849 251.169201 526.679660 688.507537
    < [121] 287.050265 137.850426 552.291924 361.421810 525.971682 594.730201
    < [127] 484.822121 313.041169 741.637016 392.370842 1287.809370 546.522238
    < [133] 801.135295 586.767141 690.469385 646.379277 303.926775 736.135920
    < [139] 535.630934 516.263136 458.716821 1064.363981 357.342536 659.697512
    < [145] 941.789562 298.156632 837.403001 781.098419 1287.665347 974.564386
    < [151] 1721.845779 1318.133190 1584.212925 946.922608 2294.873326 1852.832863
    < [157] 748.099210 544.464082 2335.102465 1681.828094 1448.940973 740.607976
    < [163] 1576.290554 1539.214236 2809.376326 2054.490835 1737.232608 1204.871359
    < [169] 1445.280540 1815.260528 1835.852849 1928.027981 2159.353077 2140.504271
    < [175] 2083.307718 1579.509197 3048.894831 2312.487049 2403.477506 1740.547837
    < [181] 4366.292061 1983.824588 2023.570836 2197.552336 2428.085597 3800.557698
    < [187] 3853.534214 3248.641565 2207.188552 4928.989532 3814.312034 1647.401912
    < [193] 3145.782205 1284.537525 2389.764942 1855.900980 3730.542221 2694.016558
    < [199] 4565.148750 5424.338134
    <
    < $residuals
    < [1] -1.32792315 -0.02252589 -0.80456449 -0.75278326 -1.15182288
    < [6] -0.53334899 -1.08363114 -1.38805755 -0.19818187 -2.56080348
    < [11] -0.43386742 -0.64253752 -2.61037344 -0.44837453 -2.20978971
    < [16] -0.46894676 -2.67324800 -1.68726424 -3.01675847 -1.89468687
    < [21] -0.75757415 1.72791301 -0.75575624 -3.12845545 -0.71152791
    < [26] -3.25069804 -2.24560317 -1.15794525 -4.40084182 -1.11282161
    < [31] -0.89032653 -2.95384188 -2.45170481 0.53611315 -2.16211100
    < [36] -2.26372935 -2.89208075 -2.39801240 -1.11676934 -3.39224988
    < [41] -2.69867442 -2.84128983 -3.69941333 -4.61101657 -3.13534255
    < [46] -4.71756987 -3.69491613 -4.17485426 -2.48738520 -3.06888786
    < [51] -4.10334941 -3.22939844 -4.20429073 -3.38270425 -1.39304646
    < [56] -4.71547646 -3.61481576 -2.48317772 -4.26200026 -5.24594277
    < [61] -5.03348220 -4.97557449 -1.62624312 -5.02389139 -6.33875498
    < [66] -5.60551682 -2.49258622 0.18721565 -7.15483207 -6.15770059
    < [71] -4.55503258 -6.83727355 -6.84945594 -8.01154553 -0.12559828
    < [76] -6.63387328 -3.91565801 -6.67298672 -5.66576120 10.51719643
    < [81] -7.38991808 -5.84475542 -6.59806995 -7.17579409 -6.96601921
    < [86] -4.55048881 -10.41483835 -9.56123207 -9.34365682 -7.67730656
    < [91] -10.85934854 -10.62613267 -12.14383699 -12.14854154 -9.61930536
    < [96] -6.31440446 -9.74029182 -11.26896527 -7.62701555 2.94145535
    < [101] -4.02403040 -14.29624164 -9.29080797 -13.17355710 -4.01968295
    < [106] -7.04350230 -8.22693092 -13.20259006 -13.58216411 -15.31090147
    < [111] -15.76688859 -15.76090461 -1.94480014 -13.73064726 -19.58538971
    < [116] -8.93913758 -18.88552636 -17.34294285 -7.76186295 4.70392278
    < [121] -15.84116140 -14.94341779 -10.27503550 -16.40391271 -13.56918006
    < [126] -14.51930273 -17.19207186 -25.95637581 -7.56129839 -21.60090996
    < [131] 54.70874703 -24.92839586 -7.11582349 -20.20753829 -18.98819119
    < [136] -19.27908995 -33.67125028 -18.96577388 -36.11385507 -27.44124778
    < [141] -35.10596121 2.20776434 -39.69236558 -28.45496067 -7.25568210
    < [146] -33.81139549 -31.34432822 -40.03608402 -2.97901744 -17.12763497
    < [151] 59.04031967 -10.61522867 10.56196558 -34.52412923 89.60174394
    < [156] 46.58916965 -46.44107793 -58.41305987 70.28793911 -9.75098695
    < [161] -15.95561229 -59.22750001 6.70782807 -33.08592128 99.28898678
    < [166] 41.27577414 -33.72077946 -67.07531222 -52.78230543 -39.87993300
    < [171] -42.60437714 -13.34095466 -24.03275380 -23.60683191 -2.77014002
    < [176] -60.45507581 44.78647558 -13.62601656 -10.36861779 -80.40138754
    < [181] 248.83188383 -27.41682567 -90.41322673 -68.80232540 -52.74644487
    < [186] 39.37831721 43.39168330 -5.94911762 -100.22388233 153.81003190
    < [191] -3.92160403 -137.77520348 -77.54540086 -144.17379367 -82.55444731
    < [196] -124.16185438 -40.70109658 -63.67822193 0.28928475 58.19678060
    ---
    > [1] 10.119994 15.850856 6.452726 16.045836 18.637494 16.257745
    > [7] 10.602448 8.927582 26.991862 17.214176 20.550015 20.361680
    > [13] 13.105999 29.262438 25.938114 13.254077 16.133377 19.610877
    > [19] 14.763645 22.560078 11.198954 10.379817 13.511668 20.951415
    > [25] 26.999019 29.823071 31.302886 31.129110 32.373417 33.284740
    > [31] 38.581305 17.926267 30.808058 38.750788 55.743695 20.482743
    > [37] 35.889611 22.056842 34.666526 19.085356 44.740494 50.036182
    > [43] 19.871324 25.883719 20.763431 58.090236 47.512995 41.332016
    > [49] 64.568314 35.231001 61.172694 75.872257 41.422635 50.211790
    > [55] 108.517178 52.976315 54.086891 36.017709 95.147691 52.781288
    > [61] 34.608380 60.731679 87.414464 91.536673 61.225966 70.976189
    > [67] 110.602316 152.322561 104.268551 84.790375 109.605106 68.169264
    > [73] 87.722945 81.370735 203.250905 92.241689 177.144939 119.250488
    > [79] 129.037427 296.637381 147.070982 189.140795 133.566893 160.317755
    > [85] 159.265169 217.736607 132.831958 123.131771 145.658118 144.103291
    > [91] 133.328290 173.122162 130.860755 155.812234 204.292283 262.648303
    > [97] 242.999322 183.509367 280.331531 412.583129 321.186139 166.899145
    > [103] 272.303846 165.496997 377.562995 356.618102 353.681773 313.019910
    > [109] 264.083250 284.024260 163.865188 284.313121 419.652015 411.368359
    > [115] 214.274841 402.351679 167.514539 251.168835 526.678655 688.506414
    > [121] 287.049930 137.850368 552.290946 361.421361 525.970806 594.729185
    > [127] 484.821363 313.040667 741.635835 392.370332 1287.807493 546.521462
    > [133] 801.134081 586.766385 690.468388 646.379373 303.926368 736.134930
    > [139] 535.630250 516.262621 458.716229 1064.362708 357.342435 659.696904
    > [145] 941.788832 298.156426 837.402059 781.097597 1287.663969 974.563665
    > [151] 1721.844465 1318.131921 1584.211563 946.921812 2294.871290 1852.831583
    > [157] 748.098759 544.463659 2335.101058 1681.827304 1448.940175 740.607540
    > [163] 1576.290400 1539.213241 2809.374592 2054.490531 1737.231680 1204.870746
    > [169] 1445.279847 1815.260717 1835.852039 1928.031389 2159.352211 2140.503545
    > [175] 2083.308027 1579.509108 3048.893956 2312.486945 2403.477581 1740.547504
    > [181] 4366.293137 1983.826021 2023.570897 2197.552257 2428.085744 3800.557696
    > [187] 3853.534179 3248.641927 2207.188694 4928.989946 3814.312487 1647.402144
    > [193] 3145.782698 1284.537908 2389.766886 1855.902082 3730.543527 2694.019763
    > [199] 4565.150272 5424.342907
    >
    > $residuals
    > [1] -1.32787116 -0.02244714 -0.80453535 -0.75270277 -1.15173568
    > [6] -0.53326682 -1.08358808 -1.38803026 -0.19804814 -2.56071853
    > [11] -0.43376669 -0.64244024 -2.61030969 -0.44823300 -2.20966494
    > [16] -0.46888776 -2.67317159 -1.68717240 -3.01669311 -1.89458287
    > [21] -0.75753002 1.72796037 -0.75569485 -3.12836007 -0.71141409
    > [26] -3.25057217 -2.24546600 -1.15780911 -4.40069945 -1.11268169
    > [31] -0.89016254 -2.95376656 -2.45157355 0.53626334 -2.16187425
    > [36] -2.26364417 -2.89193298 -2.39792046 -1.11662583 -3.39218442
    > [41] -2.69849697 -2.84108886 -3.69933525 -4.61093796 -3.13526217
    > [46] -4.71734700 -3.69473399 -4.17469553 -2.48719399 -3.06878261
    > [51] -4.10311667 -3.22911874 -4.20414959 -3.38255884 -1.39265817
    > [56] -4.71528514 -3.61465093 -2.48305368 -4.26166270 -5.24576721
    > [61] -5.03336026 -4.97537801 -1.62594953 -5.02357619 -6.33854718
    > [66] -5.60530071 -2.49222246 0.18771548 -7.15448819 -6.15742526
    > [71] -4.55467791 -6.83705731 -6.84919437 -8.01129044 -0.12497302
    > [76] -6.63358793 -3.91513052 -6.67263336 -5.66537093 10.51804145
    > [81] -7.38949250 -5.84420976 -6.59773146 -7.17535198 -6.96556969
    > [86] -4.54989758 -10.41446643 -9.56089203 -9.34330656 -7.67691495
    > [91] -10.85908438 -10.62568703 -12.14355263 -12.14815099 -9.61886111
    > [96] -6.31374184 -9.73967895 -11.26856056 -7.62632400 2.94244069
    > [101] -4.02326290 -14.29584569 -9.29017338 -13.17317906 -4.01882623
    > [106] -7.04274424 -8.22632145 -13.20189671 -13.58159757 -15.31052474
    > [111] -15.76657463 -15.76044573 -1.94410841 -13.72982288 -19.58504670
    > [116] -8.93845708 -18.88521718 -17.34257700 -7.76085752 4.70504497
    > [121] -15.84082581 -14.94336004 -10.27405706 -16.40346359 -13.56830365
    > [126] -14.51828673 -17.19131441 -25.95587411 -7.56011756 -21.60040014
    > [131] 54.71062381 -24.92761985 -7.11460898 -20.20678231 -18.98719400
    > [136] -19.27918545 -33.67084332 -18.96478362 -36.11317017 -27.44073265
    > [141] -35.10536959 2.20903675 -39.69226487 -28.45435228 -7.25495193
    > [146] -33.81118923 -31.34338676 -40.03526232 -2.97763956 -17.12691393
    > [151] 59.04163306 -10.61395941 10.56332751 -34.52333370 89.60378014
    > [156] 46.59044945 -46.44062694 -58.41263692 70.28934549 -9.75019642
    > [161] -15.95481405 -59.22706330 6.70798149 -33.08492706 99.29072128
    > [166] 41.27607787 -33.71985066 -67.07469961 -52.78161246 -39.88012205
    > [171] -42.60356669 -13.34436266 -24.03188761 -23.60610567 -2.77044903
    > [176] -60.45498745 44.78735055 -13.62591248 -10.36869270 -80.40105406
    > [181] 248.83080831 -27.41825816 -90.41328788 -68.80224683 -52.74659208
    > [186] 39.37831880 43.39171927 -5.94947958 -100.22402394 153.80961842
    > [191] -3.92205734 -137.77543560 -77.54589348 -144.17417670 -82.55639137
    > [196] -124.16295650 -40.70240220 -63.68142703 0.28776219 58.19200757
    5223,5226c5207,5210
    < gamma 5.771783e-07 -2.320465e-09 3.331555e-09 2.072354e-08
    < lambda -2.320465e-09 9.459177e-12 -7.652802e-12 1.056166e-10
    < delta 3.331555e-09 -7.652802e-12 1.035301e-08 2.864412e-08
    < rho 2.072354e-08 1.056166e-10 2.864412e-08 9.107764e-07
    ---
    > gamma 5.771733e-07 -2.320457e-09 3.331549e-09 2.072346e-08
    > lambda -2.320457e-09 9.459193e-12 -7.652855e-12 1.056160e-10
    > delta 3.331549e-09 -7.652855e-12 1.035299e-08 2.864399e-08
    > rho 2.072346e-08 1.056160e-10 2.864399e-08 9.107724e-07
    5239c5223
    < 1.36482 0.02957 0.61195 0.57817
    ---
    > 1.36481 0.02957 0.61195 0.57816
    5252c5236
    < Convergence achieved after 123 function and 123 gradient calls
    ---
    > Convergence achieved after 148 function and 148 gradient calls
    5257c5241
    < gamma 1.3648218 0.0286757 47.59 <2e-16 ***
    ---
    > gamma 1.3648147 0.0286756 47.59 <2e-16 ***
    5259,5260c5243,5244
    < delta 0.6119525 0.0038405 159.34 <2e-16 ***
    < rho 0.5781697 0.0360218 16.05 <2e-16 ***
    ---
    > delta 0.6119524 0.0038405 159.34 <2e-16 ***
    > rho 0.5781642 0.0360217 16.05 <2e-16 ***
    5281c5265
    < 1.88424079 0.02958493 0.99254039 12.63550220 0.87796442
    ---
    > 1.8841122 0.0295852 0.9925586 12.6400403 0.8779708
    5284c5268
    < [1] 5487349
    ---
    > [1] 5487603
    5288c5272
    < 135 135
    ---
    > 129 129
    5291c5275
    < [1] 1
    ---
    > [1] 0
    5294c5278
    < [1] "NEW_X"
    ---
    > [1] "CONVERGENCE: REL_REDUCTION_OF_F <= FACTR*EPSMCH"
    5299c5283
    < 1.88424079 0.02958493 0.99254039 12.63550220 0.87796442
    ---
    > 1.8841122 0.0295852 0.9925586 12.6400403 0.8779708
    5303c5287
    < 135 135
    ---
    > 129 129
    5306c5290
    < [1] FALSE
    ---
    > [1] TRUE
    5309c5293
    < [1] "NEW_X"
    ---
    > [1] "CONVERGENCE: REL_REDUCTION_OF_F <= FACTR*EPSMCH"
    5313c5297
    < 0.07333797
    ---
    > 0.07331357
    5336,5422c5320,5406
    < [1] 10.118007 16.710666 5.643435 14.948131 17.667351 17.939310
    < [7] 8.322053 6.374368 25.656681 19.370319 20.436647 18.798556
    < [13] 14.452524 30.354897 26.801500 14.096752 16.926239 19.576486
    < [19] 13.592665 21.966114 9.631021 13.256707 14.375356 22.320138
    < [25] 23.256642 25.748062 35.294449 35.468659 36.403836 29.822982
    < [31] 35.354795 17.896500 30.617519 32.144463 55.065310 21.298279
    < [37] 41.467778 25.645508 38.483905 18.655440 41.624479 48.751332
    < [43] 25.028669 20.858022 26.174785 53.603689 54.920293 41.775370
    < [49] 52.997023 28.494616 64.261315 69.985981 43.604654 44.095736
    < [55] 115.134408 53.212161 44.737563 42.984628 91.672951 58.499939
    < [61] 42.057535 55.130381 81.432412 97.350371 72.530823 62.505928
    < [67] 104.368442 141.039989 114.672446 86.837395 111.858560 82.873945
    < [73] 96.736621 84.901878 184.801334 97.381390 192.954202 114.524955
    < [79] 140.238254 248.425222 140.531855 210.668450 114.575108 148.404155
    < [85] 182.217638 197.035309 149.434766 131.747124 149.940626 160.892239
    < [91] 122.718536 200.871883 131.849690 152.482254 200.802733 292.917442
    < [97] 261.537989 194.359042 296.457829 445.781240 315.700110 181.493198
    < [103] 273.869717 173.967971 416.924951 387.318813 325.012511 332.280242
    < [109] 267.138393 246.796323 160.203120 276.173123 344.284631 467.193961
    < [115] 223.694211 348.134672 174.632914 220.415573 553.670958 684.988611
    < [121] 239.508148 112.965676 547.168224 306.600281 504.531341 649.331423
    < [127] 459.203307 387.276973 825.748197 358.082087 1329.926472 625.769369
    < [133] 823.195085 536.643730 781.489651 478.095711 389.567580 736.591502
    < [139] 644.825725 469.035015 514.076597 998.795692 329.944049 597.093634
    < [145] 790.239246 284.731098 896.445341 928.474809 1375.117658 855.283599
    < [151] 1439.717757 1476.050399 1740.794310 928.230109 2408.882720 1605.698809
    < [157] 709.642609 700.681755 2381.596533 1696.719014 1317.381759 757.681848
    < [163] 1270.053426 1608.409453 2942.020384 1672.607717 1998.237537 1453.186776
    < [169] 1488.596699 1676.599482 2096.999116 1296.424084 2354.379970 2138.255268
    < [175] 1729.643887 1456.207395 3103.916315 2084.550516 2125.614741 1869.579730
    < [181] 3445.072216 1574.883764 2339.623787 2217.986007 2324.631517 4263.726988
    < [187] 4141.106079 3092.687233 2362.434641 4864.309826 4295.603555 2047.844158
    < [193] 3517.373046 1668.638582 2046.884166 1750.793109 3637.285166 2175.355202
    < [199] 4711.390374 4987.187188
    <
    < $residuals
    < [1] -1.325885e+00 -8.822569e-01 4.755365e-03 3.450021e-01 -1.815922e-01
    < [6] -2.214831e+00 1.196806e+00 1.165184e+00 1.137133e+00 -4.716862e+00
    < [11] -3.203981e-01 9.206831e-01 -3.956835e+00 -1.540693e+00 -3.073051e+00
    < [16] -1.311563e+00 -3.466034e+00 -1.652782e+00 -1.845713e+00 -1.300619e+00
    < [21] 8.104034e-01 -1.148930e+00 -1.619383e+00 -4.497082e+00 3.030964e+00
    < [26] 8.244367e-01 -6.237029e+00 -5.497358e+00 -8.431119e+00 2.349076e+00
    < [31] 2.336347e+00 -2.923999e+00 -2.261035e+00 7.142588e+00 -1.483490e+00
    < [36] -3.079180e+00 -8.470100e+00 -5.986587e+00 -4.934006e+00 -2.962269e+00
    < [41] 4.175186e-01 -1.556239e+00 -8.856680e+00 4.147585e-01 -8.546616e+00
    < [46] -2.308005e-01 -1.110203e+01 -4.618050e+00 9.084096e+00 3.667603e+00
    < [51] -7.191738e+00 2.657158e+00 -6.386168e+00 2.733495e+00 -8.009887e+00
    < [56] -4.951131e+00 5.734678e+00 -9.449973e+00 -7.869230e-01 -1.096442e+01
    < [61] -1.248252e+01 6.259202e-01 4.356102e+00 -1.083727e+01 -1.764340e+01
    < [66] 2.864960e+00 3.741652e+00 1.147029e+01 -1.755838e+01 -8.204445e+00
    < [71] -6.808131e+00 -2.154174e+01 -1.586287e+01 -1.154243e+01 1.832460e+01
    < [76] -1.177329e+01 -1.972439e+01 -1.947101e+00 -1.686620e+01 5.873020e+01
    < [81] -8.503649e-01 -2.737187e+01 1.239405e+01 4.738247e+00 -2.991804e+01
    < [86] 1.615140e+01 -2.701727e+01 -1.817624e+01 -1.362581e+01 -2.446586e+01
    < [91] -2.493304e-01 -3.837541e+01 -1.313249e+01 -8.818171e+00 -6.129311e+00
    < [96] -3.658288e+01 -2.827835e+01 -2.211824e+01 -2.375262e+01 -3.025567e+01
    < [101] 1.462766e+00 -2.888990e+01 -1.085604e+01 -2.164415e+01 -4.338078e+01
    < [106] -3.774346e+01 2.044294e+01 -3.246223e+01 -1.663674e+01 2.191741e+01
    < [111] -1.210451e+01 -7.620447e+00 7.342328e+01 -6.955542e+01 -2.900442e+01
    < [116] 4.527855e+01 -2.600359e+01 1.341068e+01 -3.475316e+01 8.222848e+00
    < [121] 3.170096e+01 9.941332e+00 -5.151335e+00 3.841762e+01 7.871161e+00
    < [126] -6.912052e+01 8.426742e+00 -1.001922e+02 -9.167248e+01 1.268784e+01
    < [131] 1.259165e+01 -1.041755e+02 -2.917561e+01 2.991587e+01 -1.100085e+02
    < [136] 1.490045e+02 -1.193121e+02 -1.942136e+01 -1.453086e+02 1.978687e+01
    < [141] -9.046574e+01 6.777605e+01 -1.229388e+01 3.414892e+01 1.442946e+02
    < [146] -2.038586e+01 -9.038667e+01 -1.874125e+02 -9.043133e+01 1.021532e+02
    < [151] 3.411683e+02 -1.685324e+02 -1.460194e+02 -1.583163e+01 -2.440765e+01
    < [156] 2.937232e+02 -7.984477e+00 -2.146307e+02 2.379387e+01 -2.464191e+01
    < [161] 1.156036e+02 -7.630137e+01 3.129450e+02 -1.022811e+02 -3.335507e+01
    < [166] 4.231589e+02 -2.947257e+02 -3.153907e+02 -9.609846e+01 9.878111e+01
    < [171] -3.037506e+02 6.182629e+02 -2.190596e+02 -2.135783e+01 3.508937e+02
    < [176] 6.284673e+01 -1.023501e+01 2.143105e+02 2.674941e+02 -2.094333e+02
    < [181] 1.170052e+03 3.815240e+02 -4.064662e+02 -8.923600e+01 5.070763e+01
    < [186] -4.237910e+02 -2.441802e+02 1.500052e+02 -2.554700e+02 2.184897e+02
    < [191] -4.852131e+02 -5.382174e+02 -4.491362e+02 -5.282749e+02 2.603263e+02
    < [196] -1.905398e+01 5.255596e+01 4.549831e+02 -1.459523e+02 4.953477e+02
    <
    < $rss
    < [1] 5487349
    <
    < $cov.unscaled
    < gamma lambda delta rho nu
    < gamma 1.961428e-06 -3.962837e-09 -7.665474e-09 -2.759790e-06 -1.423464e-07
    < lambda -3.962837e-09 1.037458e-11 8.164502e-11 2.919553e-08 9.832033e-11
    < delta -7.665474e-09 8.164502e-11 2.311464e-08 8.125254e-06 -6.672384e-09
    < rho -2.759790e-06 2.919553e-08 8.125254e-06 2.894063e-03 -2.293567e-06
    < nu -1.423464e-07 9.832033e-11 -6.672384e-09 -2.293567e-06 2.636753e-08
    ---
    > [1] 10.117426 16.710629 5.643087 14.947318 17.667285 17.938536
    > [7] 8.321566 6.373983 25.655401 19.369591 20.435598 18.797572
    > [13] 14.451768 30.353582 26.800242 14.096691 16.925354 19.575478
    > [19] 13.591927 21.965001 9.630475 13.256473 14.374587 22.319036
    > [25] 23.255477 25.746793 35.294525 35.468584 36.402833 29.821552
    > [31] 35.353146 17.895577 30.616066 32.142946 55.062997 21.297215
    > [37] 41.467816 25.644373 38.482347 18.655410 41.622610 48.749211
    > [43] 25.028707 20.856984 26.174843 53.601397 54.920553 41.773518
    > [49] 52.997365 28.493272 64.258798 69.983149 43.604912 44.095974
    > [55] 115.136117 53.209918 44.735617 42.984996 91.669477 58.500511
    > [61] 42.055998 55.128083 81.429256 97.347038 72.529316 62.503395
    > [67] 104.364614 141.035143 114.669307 86.834130 111.854614 82.873617
    > [73] 96.738026 84.898691 184.795414 97.377873 192.957808 114.520901
    > [79] 140.234098 248.417847 140.527117 210.669991 114.571080 148.399229
    > [85] 182.216787 197.029198 149.430689 131.742761 149.943171 160.887748
    > [91] 122.720375 200.875411 131.851775 152.477313 200.806576 292.915978
    > [97] 261.531781 194.362895 296.450811 445.786262 315.691804 181.487769
    > [103] 273.862243 173.962625 416.924844 387.329433 325.020012 332.272353
    > [109] 267.131095 246.801539 160.198137 276.179260 344.275873 467.198238
    > [115] 223.698913 348.125905 174.627655 220.409316 553.660913 685.009668
    > [121] 239.501534 112.961946 547.156663 306.592418 504.520291 649.323760
    > [127] 459.192967 387.282366 825.756820 358.073431 1329.975701 625.789429
    > [133] 823.181711 536.632460 781.488445 478.108821 389.575182 736.578088
    > [139] 644.841698 469.024865 514.066473 998.779757 329.952341 597.081898
    > [145] 790.225367 284.724002 896.431851 928.491448 1375.107380 855.269316
    > [151] 1439.699246 1476.062936 1740.861797 928.215416 2408.899901 1605.679906
    > [157] 709.630082 700.691877 2381.699241 1696.785305 1317.364734 757.669069
    > [163] 1270.036813 1608.392903 2942.030199 1672.589472 1998.272583 1453.207513
    > [169] 1488.579839 1676.664133 2097.013165 1296.471710 2354.373567 2138.237275
    > [175] 1729.626335 1456.190884 3103.902794 2084.532556 2125.596847 1869.563486
    > [181] 3445.055690 1574.867343 2339.728841 2217.968899 2324.614304 4263.840186
    > [187] 4141.119283 3092.671350 2362.419042 4864.304829 4295.666020 2047.855413
    > [193] 3517.377027 1668.708916 2046.868251 1750.777610 3637.272709 2175.339624
    > [199] 4711.387223 4987.427840
    >
    > $residuals
    > [1] -1.325304e+00 -8.822202e-01 5.103129e-03 3.458160e-01 -1.815266e-01
    > [6] -2.214058e+00 1.197294e+00 1.165569e+00 1.138413e+00 -4.716134e+00
    > [11] -3.193490e-01 9.216670e-01 -3.956079e+00 -1.539378e+00 -3.071793e+00
    > [16] -1.311502e+00 -3.465148e+00 -1.651773e+00 -1.844975e+00 -1.299506e+00
    > [21] 8.109495e-01 -1.148696e+00 -1.618614e+00 -4.495981e+00 3.032128e+00
    > [26] 8.257054e-01 -6.237105e+00 -5.497283e+00 -8.430116e+00 2.350507e+00
    > [31] 2.337996e+00 -2.923077e+00 -2.259582e+00 7.144106e+00 -1.481177e+00
    > [36] -3.078116e+00 -8.470138e+00 -5.985451e+00 -4.932447e+00 -2.962238e+00
    > [41] 4.193874e-01 -1.554118e+00 -8.856718e+00 4.157966e-01 -8.546674e+00
    > [46] -2.285080e-01 -1.110229e+01 -4.616198e+00 9.083755e+00 3.668946e+00
    > [51] -7.189220e+00 2.659990e+00 -6.386427e+00 2.733257e+00 -8.011596e+00
    > [56] -4.948888e+00 5.736623e+00 -9.450341e+00 -7.834486e-01 -1.096499e+01
    > [61] -1.248098e+01 6.282176e-01 4.359258e+00 -1.083394e+01 -1.764190e+01
    > [66] 2.867493e+00 3.745479e+00 1.147513e+01 -1.755524e+01 -8.201181e+00
    > [71] -6.804186e+00 -2.154141e+01 -1.586428e+01 -1.153925e+01 1.833052e+01
    > [76] -1.176977e+01 -1.972800e+01 -1.943047e+00 -1.686204e+01 5.873758e+01
    > [81] -8.456270e-01 -2.737341e+01 1.239808e+01 4.743174e+00 -2.991719e+01
    > [86] 1.615751e+01 -2.701320e+01 -1.817188e+01 -1.362836e+01 -2.446137e+01
    > [91] -2.511689e-01 -3.837894e+01 -1.313457e+01 -8.813230e+00 -6.133154e+00
    > [96] -3.658142e+01 -2.827214e+01 -2.212209e+01 -2.374560e+01 -3.026069e+01
    > [101] 1.471072e+00 -2.888447e+01 -1.084857e+01 -2.163881e+01 -4.338067e+01
    > [106] -3.775408e+01 2.043544e+01 -3.245434e+01 -1.662944e+01 2.191220e+01
    > [111] -1.209952e+01 -7.626585e+00 7.343203e+01 -6.955970e+01 -2.900912e+01
    > [116] 4.528732e+01 -2.599833e+01 1.341694e+01 -3.474312e+01 8.201792e+00
    > [121] 3.170757e+01 9.945062e+00 -5.139774e+00 3.842548e+01 7.882210e+00
    > [126] -6.911286e+01 8.437082e+00 -1.001976e+02 -9.168110e+01 1.269650e+01
    > [131] 1.254242e+01 -1.041956e+02 -2.916224e+01 2.992714e+01 -1.100073e+02
    > [136] 1.489914e+02 -1.193197e+02 -1.940794e+01 -1.453246e+02 1.979702e+01
    > [141] -9.045561e+01 6.779199e+01 -1.230217e+01 3.416065e+01 1.443085e+02
    > [146] -2.037877e+01 -9.037318e+01 -1.874291e+02 -9.042105e+01 1.021674e+02
    > [151] 3.411869e+02 -1.685450e+02 -1.460869e+02 -1.581694e+01 -2.442483e+01
    > [156] 2.937421e+02 -7.971950e+00 -2.146409e+02 2.369116e+01 -2.470820e+01
    > [161] 1.156206e+02 -7.628859e+01 3.129616e+02 -1.022646e+02 -3.336489e+01
    > [166] 4.231771e+02 -2.947608e+02 -3.154115e+02 -9.608160e+01 9.871646e+01
    > [171] -3.037647e+02 6.182153e+02 -2.190532e+02 -2.133984e+01 3.509112e+02
    > [176] 6.286324e+01 -1.022149e+01 2.143285e+02 2.675120e+02 -2.094170e+02
    > [181] 1.170068e+03 3.815404e+02 -4.065712e+02 -8.921889e+01 5.072485e+01
    > [186] -4.239042e+02 -2.441934e+02 1.500211e+02 -2.554544e+02 2.184947e+02
    > [191] -4.852756e+02 -5.382287e+02 -4.491402e+02 -5.283452e+02 2.603422e+02
    > [196] -1.903848e+01 5.256842e+01 4.549987e+02 -1.459492e+02 4.951071e+02
    >
    > $rss
    > [1] 5487603
    >
    > $cov.unscaled
    > gamma lambda delta rho nu
    > gamma 1.961174e-06 -3.962667e-09 -7.682352e-09 -2.772201e-06 -1.423287e-07
    > lambda -3.962667e-09 1.037478e-11 8.157883e-11 2.923838e-08 9.832244e-11
    > delta -7.682352e-09 8.157883e-11 2.305611e-08 8.123225e-06 -6.660932e-09
    > rho -2.772201e-06 2.923838e-08 8.123225e-06 2.899894e-03 -2.294864e-06
    > nu -1.423287e-07 9.832244e-11 -6.660932e-09 -2.294864e-06 2.636522e-08
    5435c5419
    < 1.88424 0.02958 0.99254 12.63550 0.87796
    ---
    > 1.88411 0.02959 0.99256 12.64004 0.87797
    5437c5421
    < Elasticity of Substitution: 0.07334
    ---
    > Elasticity of Substitution: 0.07331
    5448,5449c5432,5433
    < Convergence NOT achieved after 135 function and 135 gradient calls
    < Message: NEW_X
    ---
    > Convergence achieved after 129 function and 129 gradient calls
    > Message: CONVERGENCE: REL_REDUCTION_OF_F <= FACTR*EPSMCH
    5453,5457c5437,5441
    < gamma 1.884e+00 2.320e-01 8.122 4.57e-16 ***
    < lambda 2.958e-02 5.335e-04 55.452 < 2e-16 ***
    < delta 9.925e-01 2.518e-02 39.413 < 2e-16 ***
    < rho 1.264e+01 8.911e+00 1.418 0.156
    < nu 8.780e-01 2.690e-02 32.642 < 2e-16 ***
    ---
    > gamma 1.884e+00 2.320e-01 8.122 4.58e-16 ***
    > lambda 2.959e-02 5.335e-04 55.451 < 2e-16 ***
    > delta 9.926e-01 2.515e-02 39.463 < 2e-16 ***
    > rho 1.264e+01 8.920e+00 1.417 0.156
    > nu 8.780e-01 2.690e-02 32.643 < 2e-16 ***
    5461,5462c5445,5446
    < Residual standard error: 165.6404
    < Multiple R-squared: 0.9761978
    ---
    > Residual standard error: 165.6442
    > Multiple R-squared: 0.9761967
    5466c5450
    < E_1_2 (all) 0.07334 0.04793 1.53 0.126
    ---
    > E_1_2 (all) 0.07331 0.04794 1.529 0.126
    5476c5460
    < 0.75548524 0.02882846 0.48597924 0.79803963 1.28678635
    ---
    > 0.75548440 0.02882846 0.48597932 0.79804014 1.28678688
    5494c5478
    < 0.75548524 0.02882846 0.48597924 0.79803963 1.28678635
    ---
    > 0.75548440 0.02882846 0.48597932 0.79804014 1.28678688
    5508c5492
    < 0.5561613
    ---
    > 0.5561611
    5531,5606c5515,5590
    < [1] 10.323140 15.654667 6.152845 18.379631 17.888234 16.951841
    < [7] 11.456440 9.323900 33.259213 17.452528 22.938204 23.287362
    < [13] 12.376656 33.898349 29.088322 10.597682 15.879282 20.506583
    < [19] 14.856628 24.276049 10.646499 7.956527 12.123851 20.620460
    < [25] 30.746616 34.473265 30.903377 30.638345 32.831681 37.694691
    < [31] 44.444081 16.506497 31.984545 45.514795 65.498534 18.529825
    < [37] 33.793409 18.953327 33.509611 12.716230 49.100843 54.769333
    < [43] 14.821711 25.669465 15.383537 65.449142 44.121026 40.679042
    < [49] 54.321958 35.905725 63.227119 86.909407 32.558644 37.943803
    < [55] 117.209401 52.119586 57.492398 27.140049 106.765315 42.827324
    < [61] 27.139733 61.587061 94.751047 93.525742 53.494716 73.300194
    < [67] 122.110650 181.274129 103.867858 82.888740 112.977040 56.662396
    < [73] 73.386014 75.794933 247.252857 86.627994 180.610516 122.267287
    < [79] 126.085311 393.462049 155.087112 191.313899 141.952792 170.991940
    < [85] 150.852165 248.091825 120.986700 112.180432 117.837733 131.268549
    < [91] 96.498339 153.547543 96.554953 149.246360 170.051896 260.627908
    < [97] 240.841888 147.700005 285.253939 443.248770 344.104540 145.625723
    < [103] 273.723814 144.246274 381.954261 335.158031 301.659354 304.887251
    < [109] 251.258585 210.207166 139.507695 218.722678 472.028942 389.345039
    < [115] 149.873113 428.609862 133.161046 234.027619 534.338079 667.047358
    < [121] 274.650490 109.189924 565.715247 355.127635 532.599114 577.277859
    < [127] 477.155891 239.444814 726.446723 364.758344 1402.205904 459.616555
    < [133] 814.566537 581.083366 635.152114 432.652691 210.913049 716.069348
    < [139] 428.460842 474.839979 371.035879 1126.438353 204.620277 624.426259
    < [145] 992.212132 225.031786 759.420932 648.090082 1269.280956 978.088318
    < [151] 2001.434182 1241.160284 1502.862884 873.057251 2479.180395 2076.850890
    < [157] 647.062793 372.180819 2276.563802 1440.189122 1445.391785 595.376854
    < [163] 1656.464200 1428.682936 2958.903430 2239.656913 1532.060426 948.903860
    < [169] 1282.204167 1366.921792 1605.742218 1187.116602 1981.513621 2030.270030
    < [175] 2107.311125 1424.135213 3038.575197 2267.424929 2378.758453 1454.468548
    < [181] 5132.530379 1903.090762 1533.886723 1935.192104 2223.795391 3512.251004
    < [187] 3658.480042 3119.635227 1823.229214 5047.721856 3414.782017 1154.397400
    < [193] 2675.602142 782.090231 2109.123684 1474.841870 3417.759152 2436.808287
    < [199] 4203.382335 4285.189472
    <
    < $residuals
    < [1] -2.118187e-01 -7.489983e-01 1.746547e+00 1.936800e-01 1.847306e+00
    < [6] 9.978821e-01 6.054912e-01 -6.893472e-01 1.987349e+00 6.170826e-01
    < [11] -8.921226e-01 -6.083133e-01 2.037472e+00 9.042411e-01 -1.312694e+00
    < [16] -1.956905e+00 1.170726e+00 -7.769869e-01 -6.045266e-01 -2.021153e+00
    < [21] 1.665242e+00 -1.617727e-02 -1.669569e+00 1.182836e+00 -1.829763e-01
    < [26] -1.152759e+00 -1.278516e+00 5.851315e-02 1.208147e+00 -3.784649e-01
    < [31] -9.006780e-01 1.114132e+00 9.533923e-01 1.043033e+00 1.211323e-01
    < [36] -9.018598e-01 4.253693e-01 -4.282077e-01 -2.627634e+00 6.099221e-01
    < [41] 7.584604e-01 2.792309e-01 3.592167e-01 -1.802792e-02 6.657784e-01
    < [46] -8.997862e-01 -1.412725e+00 6.601244e-02 -6.773292e-01 4.704842e-01
    < [51] -1.543017e+00 1.441594e+00 1.550259e+00 -8.153266e-01 1.327866e+00
    < [56] -1.515912e+00 -4.705749e-01 6.226135e-02 7.831474e-01 7.225976e-01
    < [61] -1.402413e+00 -8.033969e-01 -3.227283e-01 4.920330e-01 1.296942e+00
    < [66] -7.344070e-01 2.906567e-01 -8.016876e-06 -2.772273e-01 -1.213225e-01
    < [71] -7.612406e-01 -2.983245e-03 1.679651e+00 -2.421036e+00 -5.023664e-01
    < [76] -1.097694e+00 7.815178e-01 4.763115e-01 -2.353641e+00 -3.211987e-01
    < [81] 2.502164e+00 7.571605e-02 1.180601e+00 1.758061e-01 1.383275e+00
    < [86] -6.327846e-01 4.269012e-01 -7.461698e-02 5.949078e-01 -2.232539e+00
    < [91] -1.036958e+00 -1.058519e-01 -2.017216e-01 9.284454e-01 -1.686737e-01
    < [96] -3.136450e-02 9.909428e-01 8.221319e-01 -3.225241e-01 5.883658e-01
    < [101] -5.088725e-03 5.069619e-01 7.914520e-01 -6.444970e-01 -1.598309e+00
    < [106] 1.005170e+00 -1.462240e+00 1.899569e-01 -4.171110e-01 9.974609e-01
    < [111] 2.315503e+00 -4.611107e-01 -2.482570e-01 2.949509e-01 -5.848269e-01
    < [116] -4.987656e-01 -1.174367e+00 -1.669680e+00 -9.699457e-01 2.607546e-01
    < [121] -2.776180e-02 -8.423169e-01 -5.085977e-01 -5.250335e-01 -6.981660e-01
    < [126] -1.035342e+00 3.008300e-01 7.207569e-01 -6.237680e-01 1.389625e+00
    < [131] 9.682697e-01 -4.141514e-01 -1.096851e+00 4.060190e-01 -4.291046e-01
    < [136] 2.796126e-01 1.038881e+00 6.988150e-02 -4.574769e-01 -6.875022e-01
    < [141] 4.529728e-01 2.886414e-01 4.032449e-03 3.564485e-01 -9.791300e-01
    < [146] 1.941200e+00 -1.362608e+00 1.777387e+00 1.364051e-01 -2.181650e-02
    < [151] -1.445873e+00 8.311408e-01 1.349153e+00 -9.785378e-01 6.668250e-01
    < [156] 1.240775e+00 1.796540e+00 -5.919627e-01 -9.588919e-01 -7.114120e-02
    < [161] 1.502028e-01 -7.339800e-01 -7.769631e-01 1.165811e+00 -1.835022e-01
    < [166] 9.001407e-01 -3.920081e-01 1.107255e+00 1.634062e-01 1.468506e-01
    < [171] -1.754496e+00 -9.435862e-01 7.856299e-01 -1.252745e+00 -1.078958e+00
    < [176] 2.289265e-01 9.335413e-01 -2.804388e-01 8.367612e-01 -1.127647e+00
    < [181] 8.970034e-01 7.897177e-01 -3.019029e-01 4.012705e-01 1.271124e+00
    < [186] -9.130990e-01 -8.291592e-01 6.882254e-02 -2.774765e-01 -2.405971e-01
    < [191] 7.537916e-01 4.868818e-01 1.662682e+00 -6.467068e-01 6.087799e-01
    < [196] 1.846341e-01 -8.943717e-01 -1.619877e+00 7.454448e-01 1.636201e-01
    ---
    > [1] 10.323140 15.654669 6.152843 18.379634 17.888237 16.951843
    > [7] 11.456437 9.323895 33.259225 17.452530 22.938208 23.287365
    > [13] 12.376655 33.898360 29.088329 10.597681 15.879282 20.506584
    > [19] 14.856626 24.276051 10.646494 7.956524 12.123848 20.620460
    > [25] 30.746617 34.473268 30.903382 30.638349 32.831685 37.694695
    > [31] 44.444089 16.506493 31.984546 45.514799 65.498556 18.529820
    > [37] 33.793411 18.953323 33.509612 12.716225 49.100848 54.769342
    > [43] 14.821706 25.669456 15.383532 65.449153 44.121028 40.679041
    > [49] 54.321963 35.905715 63.227128 86.909425 32.558640 37.943799
    > [55] 117.209444 52.119584 57.492390 27.140041 106.765340 42.827320
    > [61] 27.139724 61.587055 94.751057 93.525755 53.494711 73.300188
    > [67] 122.110672 181.274191 103.867872 82.888741 112.977054 56.662388
    > [73] 73.386011 75.794927 247.252951 86.627990 180.610567 122.267293
    > [79] 126.085323 393.462240 155.087130 191.313946 141.952788 170.991957
    > [85] 150.852181 248.091883 120.986697 112.180423 117.837728 131.268546
    > [91] 96.498324 153.547549 96.554936 149.246350 170.051903 260.627960
    > [97] 240.841923 147.699997 285.253993 443.248936 344.104618 145.625703
    > [103] 273.723842 144.246248 381.954357 335.158095 301.659393 304.887284
    > [109] 251.258583 210.207151 139.507649 218.722665 472.028992 389.345100
    > [115] 149.873075 428.609887 133.160994 234.027559 534.338191 667.047565
    > [121] 274.650417 109.189837 565.715341 355.127577 532.599167 577.277955
    > [127] 477.155899 239.444763 726.446892 364.758280 1402.206584 459.616561
    > [133] 814.566710 581.083362 635.152179 432.652638 210.912971 716.069406
    > [139] 428.460799 474.839889 371.035801 1126.438587 204.620179 624.426186
    > [145] 992.212167 225.031651 759.420944 648.090057 1269.281229 978.088311
    > [151] 2001.434758 1241.160506 1502.863263 873.057210 2479.181452 2076.851431
    > [157] 647.062634 372.180676 2276.564606 1440.189340 1445.391860 595.376671
    > [163] 1656.464193 1428.683038 2958.904547 2239.657165 1532.060562 948.903746
    > [169] 1282.204108 1366.921792 1605.742311 1187.116402 1981.513845 2030.270199
    > [175] 2107.311064 1424.134998 3038.575900 2267.424992 2378.758511 1454.468380
    > [181] 5132.531823 1903.090326 1533.886579 1935.191980 2223.795303 3512.251729
    > [187] 3658.480777 3119.635458 1823.228974 5047.723269 3414.782467 1154.397021
    > [193] 2675.602140 782.089838 2109.123077 1474.841288 3417.759181 2436.807504
    > [199] 4203.382751 4285.189976
    >
    > $residuals
    > [1] -2.118186e-01 -7.489985e-01 1.746547e+00 1.936799e-01 1.847306e+00
    > [6] 9.978820e-01 6.054915e-01 -6.893466e-01 1.987348e+00 6.170825e-01
    > [11] -8.921228e-01 -6.083134e-01 2.037472e+00 9.042408e-01 -1.312694e+00
    > [16] -1.956905e+00 1.170726e+00 -7.769870e-01 -6.045265e-01 -2.021153e+00
    > [21] 1.665243e+00 -1.617691e-02 -1.669568e+00 1.182836e+00 -1.829764e-01
    > [26] -1.152759e+00 -1.278516e+00 5.851302e-02 1.208147e+00 -3.784650e-01
    > [31] -9.006782e-01 1.114132e+00 9.533923e-01 1.043033e+00 1.211320e-01
    > [36] -9.018596e-01 4.253693e-01 -4.282075e-01 -2.627634e+00 6.099225e-01
    > [41] 7.584603e-01 2.792308e-01 3.592171e-01 -1.802754e-02 6.657788e-01
    > [46] -8.997864e-01 -1.412725e+00 6.601248e-02 -6.773293e-01 4.704845e-01
    > [51] -1.543018e+00 1.441593e+00 1.550259e+00 -8.153265e-01 1.327866e+00
    > [56] -1.515912e+00 -4.705748e-01 6.226163e-02 7.831472e-01 7.225977e-01
    > [61] -1.402412e+00 -8.033968e-01 -3.227284e-01 4.920329e-01 1.296942e+00
    > [66] -7.344069e-01 2.906565e-01 -8.356321e-06 -2.772274e-01 -1.213225e-01
    > [71] -7.612407e-01 -2.983104e-03 1.679652e+00 -2.421036e+00 -5.023668e-01
    > [76] -1.097694e+00 7.815176e-01 4.763114e-01 -2.353641e+00 -3.211992e-01
    > [81] 2.502164e+00 7.571581e-02 1.180601e+00 1.758060e-01 1.383275e+00
    > [86] -6.327849e-01 4.269012e-01 -7.461691e-02 5.949078e-01 -2.232539e+00
    > [91] -1.036958e+00 -1.058519e-01 -2.017214e-01 9.284455e-01 -1.686738e-01
    > [96] -3.136470e-02 9.909426e-01 8.221320e-01 -3.225243e-01 5.883654e-01
    > [101] -5.088949e-03 5.069620e-01 7.914519e-01 -6.444968e-01 -1.598309e+00
    > [106] 1.005170e+00 -1.462240e+00 1.899568e-01 -4.171110e-01 9.974610e-01
    > [111] 2.315503e+00 -4.611107e-01 -2.482571e-01 2.949507e-01 -5.848266e-01
    > [116] -4.987656e-01 -1.174367e+00 -1.669680e+00 -9.699459e-01 2.607543e-01
    > [121] -2.776153e-02 -8.423161e-01 -5.085979e-01 -5.250334e-01 -6.981661e-01
    > [126] -1.035343e+00 3.008299e-01 7.207571e-01 -6.237682e-01 1.389626e+00
    > [131] 9.682692e-01 -4.141514e-01 -1.096851e+00 4.060190e-01 -4.291047e-01
    > [136] 2.796127e-01 1.038881e+00 6.988142e-02 -4.574768e-01 -6.875020e-01
    > [141] 4.529730e-01 2.886412e-01 4.032929e-03 3.564487e-01 -9.791301e-01
    > [146] 1.941201e+00 -1.362609e+00 1.777387e+00 1.364049e-01 -2.181649e-02
    > [151] -1.445873e+00 8.311406e-01 1.349152e+00 -9.785378e-01 6.668245e-01
    > [156] 1.240775e+00 1.796541e+00 -5.919624e-01 -9.588922e-01 -7.114135e-02
    > [161] 1.502027e-01 -7.339797e-01 -7.769631e-01 1.165811e+00 -1.835026e-01
    > [166] 9.001406e-01 -3.920082e-01 1.107255e+00 1.634062e-01 1.468506e-01
    > [171] -1.754496e+00 -9.435860e-01 7.856298e-01 -1.252745e+00 -1.078958e+00
    > [176] 2.289266e-01 9.335410e-01 -2.804388e-01 8.367612e-01 -1.127647e+00
    > [181] 8.970031e-01 7.897180e-01 -3.019028e-01 4.012706e-01 1.271124e+00
    > [186] -9.130992e-01 -8.291594e-01 6.882246e-02 -2.774763e-01 -2.405974e-01
    > [191] 7.537915e-01 4.868821e-01 1.662682e+00 -6.467063e-01 6.087802e-01
    > [196] 1.846345e-01 -8.943717e-01 -1.619877e+00 7.454447e-01 1.636200e-01
    5613,5617c5597,5601
    < gamma 0.1229087962 -1.195137e-04 -2.067513e-03 1.377466e-01 -6.582269e-02
    < lambda -0.0001195137 1.501179e-06 -1.577886e-07 1.682765e-05 4.536862e-06
    < delta -0.0020675128 -1.577886e-07 1.003936e-02 -5.400573e-03 1.347774e-03
    < rho 0.1377465683 1.682765e-05 -5.400573e-03 1.039137e+00 -6.206073e-02
    < nu -0.0658226914 4.536862e-06 1.347774e-03 -6.206073e-02 3.925796e-02
    ---
    > gamma 0.1229085268 -1.195136e-04 -2.067505e-03 1.377464e-01 -6.582262e-02
    > lambda -0.0001195136 1.501179e-06 -1.577880e-07 1.682766e-05 4.536861e-06
    > delta -0.0020675051 -1.577880e-07 1.003935e-02 -5.400554e-03 1.347771e-03
    > rho 0.1377464159 1.682766e-05 -5.400554e-03 1.039137e+00 -6.206073e-02
    > nu -0.0658226193 4.536861e-06 1.347771e-03 -6.206073e-02 3.925796e-02
    5630c5614
    < 0.75549 0.02883 0.48598 0.79804 1.28679
    ---
    > 0.75548 0.02883 0.48598 0.79804 1.28679
    5648c5632
    < gamma 0.755485 0.347017 2.177 0.0295 *
    ---
    > gamma 0.755484 0.347016 2.177 0.0295 *
    5651,5652c5635,5636
    < rho 0.798040 1.009010 0.791 0.4290
    < nu 1.286786 0.196120 6.561 5.34e-11 ***
    ---
    > rho 0.798040 1.009009 0.791 0.4290
    > nu 1.286787 0.196120 6.561 5.34e-11 ***
    5672c5656
    < parameter estimates: 1.2696091880604, 0.599081607983197, 0.517370702577377
    ---
    > parameter estimates: 1.2696091880604, 0.599081607983197, 0.517370702577379
    5927c5911
    < parameter estimates: 0.954818809438674, 0.588668948140892, 0.34213782921586, 1.11696359700292
    ---
    > parameter estimates: 0.954818809438674, 0.588668948140892, 0.342137829215862, 1.11696359700292
    6188c6172
    < parameter estimates: 1.36481417251883, 0.0295737075234315, 0.611952465047146, 0.57816543413744
    ---
    > parameter estimates: 1.36481417251883, 0.0295737075234315, 0.611952465047146, 0.578165434137439
    6549c6533
    < parameter estimates: 1.14112177697565, 0.721052732876398, 0.83560558255924
    ---
    > parameter estimates: 1.14112177697564, 0.721052732876398, 0.83560558255923
    6725c6709
    < [1] -3.767423e-06 -4.218131e-07 -2.379026e-07
    ---
    > [1] -3.767411e-06 -4.218132e-07 -2.379021e-07
    6986c6970
    < [1] -1.197103e-04 -1.499630e-05 2.382046e-06 -2.620058e-04
    ---
    > [1] -1.197103e-04 -1.499630e-05 2.382047e-06 -2.620058e-04
    7252c7236
    < [1] 1.36481416 0.02957371 0.61195246 0.57816544
    ---
    > [1] 1.36481415 0.02957371 0.61195247 0.57816544
    7255c7239
    < [1] 0.038832634 9.257848362 0.020506014 -0.004322175
    ---
    > [1] -0.37288278 -90.87889289 0.13474447 0.02583423
    7266c7250
    < 1.36481416 0.02957371 0.61195246 0.57816544
    ---
    > 1.36481415 0.02957371 0.61195247 0.57816544
    7301c7285
    < [13] 13.105994 29.262428 25.938105 13.254071 16.133372 19.610870
    ---
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    > [1] 9.096925 14.742848 5.611347 15.011191 17.492137 15.040849
    > [7] 9.670644 8.160330 26.167308 15.849562 19.285763 19.127653
    > [13] 11.680390 28.150095 24.610754 11.690973 14.556001 18.022148
    > [19] 13.263017 20.935476 9.849844 8.806938 11.813903 19.043949
    > [25] 25.405300 28.243996 29.265142 29.018579 30.250334 31.457212
    > [31] 36.814948 15.818645 28.521639 37.043976 54.324275 18.084101
    > [37] 33.170301 19.420191 31.844388 16.461613 42.255417 47.509133
    > [43] 17.050535 23.500691 17.803771 55.584614 44.030906 37.941363
    > [49] 61.577730 32.399733 57.753553 73.389640 37.285528 46.087228
    > [55] 106.990069 48.865569 50.684542 31.565186 92.248906 47.809039
    > [61] 30.057331 56.346883 83.474838 87.013593 55.668310 66.363212
    > [67] 106.860187 151.419437 99.047509 79.012860 104.404034 61.511962
    > [73] 80.889779 74.759796 204.394073 85.302271 173.505452 112.992323
    > [79] 122.177269 306.931679 141.141875 184.220840 127.555466 154.325244
    > [85] 151.394315 214.901934 123.573424 113.672414 135.714338 134.171222
    > [91] 122.757995 162.908281 119.477066 145.680994 193.962038 255.300185
    > [97] 234.165903 171.012398 272.708924 415.096649 315.946107 153.288816
    > [103] 262.213925 151.413624 371.950906 348.014752 344.301842 301.126516
    > [109] 249.956510 269.032249 148.103424 267.369549 417.025720 399.425992
    > [115] 194.355872 393.757839 148.964146 234.490176 518.774778 692.475448
    > [121] 270.935631 122.674692 542.617920 345.053034 512.905507 582.022262
    > [127] 467.466488 285.455965 735.421278 369.738826 1341.250036 521.214570
    > [133] 794.903392 568.046322 669.966833 626.581849 270.072679 716.935061
    > [139] 501.081321 487.833902 422.087177 1066.579038 318.947307 631.723046
    > [145] 935.230092 263.715849 805.714500 741.946020 1284.757127 956.105758
    > [151] 1780.720633 1306.567653 1593.543115 910.667921 2386.608478 1902.007920
    > [157] 701.084028 486.480298 2404.007828 1671.591792 1433.164901 681.814871
    > [163] 1581.890771 1508.254754 2908.207451 2093.703441 1703.834309 1136.525606
    > [169] 1392.271040 1775.022486 1793.308589 1915.512816 2135.309064 2117.553245
    > [175] 2080.729399 1520.867547 3093.769069 2298.116759 2395.242513 1659.322566
    > [181] 4615.812826 1955.465432 1933.112392 2127.925405 2375.157320 3841.074925
    > [187] 3896.307353 3242.763473 2106.908789 5081.724986 3810.115207 1509.944932
    > [193] 3070.791784 1140.797073 2306.889493 1731.131732 3688.832278 2630.725608
    > [199] 4565.233965 5482.464667
    >
    > $residuals
    > [1] -0.304802722 1.085561014 0.036842983 0.281942792 -0.006378910
    > [6] 0.683629093 -0.151783857 -0.620777956 0.626506004 -1.196104608
    > [11] 0.830485674 0.591586584 -1.184701352 0.664109839 -0.882305170
    > [16] 1.094215329 -1.095794860 -0.098443122 -1.516065527 -0.269981391
    > [21] 0.591580239 3.300839018 0.942070469 -1.220893919 0.882305076
    > [26] -1.671497321 -0.207722512 0.952721842 -2.277616861 0.714846714
    > [31] 0.876194443 -0.846144191 -0.165154748 2.243075734 -0.742454802
    > [36] 0.134998333 -0.172623333 0.238730776 1.705511773 -0.768441207
    > [41] -0.213420032 -0.314040001 -0.878547080 -2.227910521 -0.175601519
    > [46] -2.211724919 -0.212644458 -0.784042674 0.503389672 -0.237513830
    > [51] -0.683975276 -0.746501432 -0.067042762 0.742003597 0.134451095
    > [56] -0.604539816 -0.212301493 1.969469240 -1.362877663 -0.273518075
    > [61] -0.482311077 -0.590581770 2.313676650 -0.500496217 -0.780890915
    > [66] -0.992323598 1.249906909 1.090839559 -1.933446665 -0.379909770
    > [71] 0.646394184 -0.179755546 -0.016028556 -1.400351325 -1.268141240
    > [76] 0.305830810 -0.275643841 -0.414468680 1.194787140 0.223743363
    > [81] -1.460385347 -0.924254843 -0.586304141 -1.182841461 0.905284330
    > [86] -1.715224665 -1.155933028 -0.101534598 0.600473532 2.255153363
    > [91] -0.288789459 -0.411805811 -0.759863336 -2.016910545 0.711383780
    > [96] 1.034375910 -0.906259853 1.228408690 -0.003717345 0.428921047
    > [101] 1.216769076 -0.685516517 0.799747452 0.910194249 1.593263186
    > [106] 1.560605918 1.153610246 -1.308503015 0.545142707 -0.318513808
    > [111] -0.004810729 1.183126948 0.682186387 -1.787455769 0.333922627
    > [116] -0.344616887 -0.334823998 -0.663917978 0.143019700 0.736011674
    > [121] 0.273472427 0.232315500 -0.601031621 -0.035136416 -0.503005333
    > [126] -1.811363799 0.163560849 1.628828053 -1.345559889 1.031105596
    > [131] 1.268081232 0.379272175 -0.883920879 -1.486719523 1.514360727
    > [136] 0.518337862 0.182845944 0.235085471 -1.564241788 0.987986663
    > [141] 1.523682579 -0.007293085 -1.297137192 -0.480495144 -0.696211948
    > [146] 0.629387593 0.344172427 -0.883685262 -0.070797335 1.330993148
    > [151] 0.165464979 0.950308384 1.231775333 1.730557215 -2.133408616
    > [156] -2.585887727 0.574104506 -0.429275936 1.382576025 0.485315198
    > [161] -0.179539697 -0.434394601 1.107611100 -2.126439821 0.457861453
    > [166] 2.063168348 -0.322479697 1.270440420 0.227194131 0.358109062
    > [171] -0.060116889 -0.825790021 0.011259316 -0.655806262 -0.191821042
    > [176] -1.813426372 -0.087762211 0.744273012 -2.133625531 0.823883573
    > [181] -0.688881443 0.942330465 0.045217271 0.824605103 0.181832403
    > [186] -1.138909566 0.618544603 -0.071025441 0.055880788 1.074578545
    > [191] 0.275222800 -0.318223276 -2.554979933 -0.433342298 0.321001121
    > [196] 0.607394041 1.008845928 -0.387272839 0.204069635 0.070247707
    7599c7583
    < Convergence achieved after 155 iterations
    ---
    > Convergence achieved after 164 iterations
    7633c7617
    < [1] 8.315052e-07 3.490431e-05 -3.517548e-07 9.011673e-08 2.127261e-06
    ---
    > [1] 8.311550e-07 3.488123e-05 -3.518411e-07 9.009140e-08 2.126450e-06
    7702c7686
    < [151] 1971.170150 1244.161831 1492.977394 882.577187 2457.719319 2056.942311
    ---
    > [151] 1971.170150 1244.161831 1492.977394 882.577187 2457.719318 2056.942311
    7708c7692
    < [187] 3669.261307 3133.660096 1857.318999 5044.556396 3430.573246 1185.872884
    ---
    > [187] 3669.261306 3133.660096 1857.318999 5044.556396 3430.573246 1185.872884
    8443c8427
    < [157] 748.098768 544.463690 2335.101115 1681.827307 1448.940228 740.607580
    ---
    > [157] 748.098768 544.463690 2335.101115 1681.827308 1448.940228 740.607580
    8475c8459
    < [111] -15.76655595 -15.76039392 -1.94404282 -13.72979417 -19.58501309
    ---
    > [111] -15.76655595 -15.76039393 -1.94404282 -13.72979417 -19.58501309
    8483c8467
    < [151] 59.04164560 -10.61401790 10.56328197 -34.52336922 89.60365379
    ---
    > [151] 59.04164560 -10.61401790 10.56328197 -34.52336922 89.60365378
    8487c8471
    < [171] -42.60375261 -13.34357021 -24.03212776 -23.60633606 -2.77046353
    ---
    > [171] -42.60375261 -13.34357021 -24.03212776 -23.60633606 -2.77046352
    8490,8492c8474,8476
    < [186] 39.37779135 43.39113680 -5.94991731 -100.22436391 153.80883669
    < [191] -3.92266099 -137.77570353 -77.54642472 -144.17436091 -82.55648717
    < [196] -124.16314089 -40.70301189 -63.68137804 0.28691851 58.19167149
    ---
    > [186] 39.37779136 43.39113681 -5.94991731 -100.22436391 153.80883669
    > [191] -3.92266098 -137.77570353 -77.54642472 -144.17436091 -82.55648717
    > [196] -124.16314089 -40.70301189 -63.68137803 0.28691852 58.19167149
    8679c8663
    < [146] 0.629389512 0.344176392 -0.883681305 -0.070792417 1.330997103
    ---
    > [146] 0.629389512 0.344176392 -0.883681305 -0.070792417 1.330997104
    8686c8670
    < [181] -0.688881415 0.942334310 0.045222919 0.824609767 0.181836760
    ---
    > [181] -0.688881415 0.942334310 0.045222920 0.824609767 0.181836760
    8957c8941
    < 1.2696093 0.5990816 0.5173722
    ---
    > 1.2696092 0.5990816 0.5173721
    9037,9041c9021,9025
    < 58 1.337351e+01 0.5574041 3.6628239
    < 59 1.337351e+01 0.5574041 3.6628239
    < 60 1.337351e+01 0.5574041 3.6628239
    < 61 1.337351e+01 0.5574041 3.6628239
    < 62 1.337351e+01 0.5574041 3.6628239
    ---
    > 58 1.337352e+01 0.5574041 3.6628239
    > 59 1.337352e+01 0.5574041 3.6628239
    > 60 1.337352e+01 0.5574041 3.6628239
    > 61 1.337352e+01 0.5574041 3.6628239
    > 62 1.337352e+01 0.5574041 3.6628239
    9043,9179c9027,9163
    < 64 2.468192e+00 0.5472941 9.4317871
    < 65 2.468192e+00 0.5472941 9.4317871
    < 66 2.468192e+00 0.5472941 9.4317871
    < 67 2.468192e+00 0.5472941 9.4317871
    < 68 1.566556e+00 0.5518752 8.5363295
    < 69 1.566556e+00 0.5518752 8.5363295
    < 70 1.223477e+00 0.5596282 3.0263966
    < 71 1.223477e+00 0.5596282 3.0263966
    < 72 1.223477e+00 0.5596282 3.0263966
    < 73 1.223477e+00 0.5596282 3.0263966
    < 74 1.223477e+00 0.5596282 3.0263966
    < 75 1.394981e+00 0.5737795 3.3519074
    < 76 1.295177e+00 0.5801759 0.3101251
    < 77 1.295177e+00 0.5801759 0.3101251
    < 78 1.295177e+00 0.5801759 0.3101251
    < 79 1.295177e+00 0.5801759 0.3101251
    < 80 1.295177e+00 0.5801759 0.3101251
    < 81 1.295177e+00 0.5801759 0.3101251
    < 82 1.251905e+00 0.5801759 0.3101251
    < 83 1.251905e+00 0.5801759 0.3101251
    < 84 1.251905e+00 0.5801759 0.3101251
    < 85 1.251905e+00 0.5801759 0.3101251
    < 86 1.251905e+00 0.5801759 0.3101251
    < 87 1.251905e+00 0.5801759 0.3101251
    < 88 1.251905e+00 0.5818086 0.3101251
    < 89 1.251905e+00 0.5818086 0.3101251
    < 90 1.265762e+00 0.5913105 0.5885065
    < 91 1.265762e+00 0.5913105 0.5885065
    < 92 1.265762e+00 0.5913105 0.5885065
    < 93 1.265762e+00 0.5913105 0.5885065
    < 94 1.265762e+00 0.5913105 0.5885065
    < 95 1.265762e+00 0.5913105 0.5885065
    < 96 1.265762e+00 0.5913105 0.5885065
    < 97 1.265762e+00 0.5913105 0.5885065
    < 98 1.262218e+00 0.5931581 0.4893563
    < 99 1.262218e+00 0.5931581 0.4893563
    < 100 1.262218e+00 0.5931581 0.4893563
    < 101 1.267778e+00 0.6030122 0.4775199
    < 102 1.267778e+00 0.6030122 0.4775199
    < 103 1.272889e+00 0.6001466 0.5784186
    < 104 1.268054e+00 0.6038554 0.4962131
    < 105 1.268054e+00 0.6038554 0.4962131
    < 106 1.269944e+00 0.5950609 0.5061478
    < 107 1.267463e+00 0.5994789 0.4893563
    < 108 1.267463e+00 0.5994789 0.4893563
    < 109 1.267463e+00 0.5994789 0.5142877
    < 110 1.267463e+00 0.5994789 0.5142877
    < 111 1.267463e+00 0.5994789 0.5142877
    < 112 1.269858e+00 0.5993986 0.5316272
    < 113 1.269954e+00 0.5978745 0.5192711
    < 114 1.269954e+00 0.5978745 0.5192711
    < 115 1.269954e+00 0.5978745 0.5192711
    < 116 1.269091e+00 0.5991797 0.5122310
    < 117 1.269091e+00 0.5991797 0.5122310
    < 118 1.269091e+00 0.5991797 0.5122310
    < 119 1.270020e+00 0.5995874 0.5204669
    < 120 1.269929e+00 0.5994789 0.5202446
    < 121 1.269929e+00 0.5994789 0.5202446
    < 122 1.269929e+00 0.5994789 0.5202446
    < 123 1.269626e+00 0.5993986 0.5193945
    < 124 1.269638e+00 0.5993704 0.5188506
    < 125 1.269638e+00 0.5993704 0.5188506
    < 126 1.269584e+00 0.5989545 0.5158355
    < 127 1.269584e+00 0.5989545 0.5158355
    < 128 1.269584e+00 0.5989545 0.5158355
    < 129 1.269584e+00 0.5989545 0.5158355
    < 130 1.269584e+00 0.5989545 0.5158355
    < 131 1.269532e+00 0.5990982 0.5164884
    < 132 1.269532e+00 0.5990982 0.5164884
    < 133 1.269556e+00 0.5990982 0.5164884
    < 134 1.269556e+00 0.5990982 0.5164884
    < 135 1.269635e+00 0.5991072 0.5176378
    < 136 1.269635e+00 0.5991072 0.5176378
    < 137 1.269616e+00 0.5990660 0.5174120
    < 138 1.269616e+00 0.5990660 0.5174120
    < 139 1.269616e+00 0.5990660 0.5174120
    < 140 1.269616e+00 0.5990660 0.5174120
    < 141 1.269616e+00 0.5990660 0.5174120
    < 142 1.269616e+00 0.5990660 0.5174120
    < 143 1.269616e+00 0.5990660 0.5174120
    < 144 1.269600e+00 0.5990776 0.5173668
    < 145 1.269600e+00 0.5990776 0.5173668
    < 146 1.269600e+00 0.5990776 0.5173668
    < 147 1.269614e+00 0.5990893 0.5174226
    < 148 1.269614e+00 0.5990893 0.5174226
    < 149 1.269614e+00 0.5990893 0.5174226
    < 150 1.269614e+00 0.5990893 0.5174226
    < 151 1.269612e+00 0.5990748 0.5173543
    < 152 1.269612e+00 0.5990748 0.5173543
    < 153 1.269609e+00 0.5990799 0.5173660
    < 154 1.269609e+00 0.5990799 0.5173660
    < 155 1.269609e+00 0.5990799 0.5173660
    < 156 1.269609e+00 0.5990799 0.5173660
    < 157 1.269609e+00 0.5990799 0.5173660
    < 158 1.269609e+00 0.5990799 0.5173660
    < 159 1.269609e+00 0.5990799 0.5173660
    < 160 1.269609e+00 0.5990799 0.5173660
    < 161 1.269609e+00 0.5990799 0.5173660
    < 162 1.269610e+00 0.5990817 0.5173767
    < 163 1.269610e+00 0.5990817 0.5173767
    < 164 1.269610e+00 0.5990817 0.5173767
    < 165 1.269610e+00 0.5990817 0.5173767
    < 166 1.269610e+00 0.5990817 0.5173767
    < 167 1.269610e+00 0.5990817 0.5173767
    < 168 1.269610e+00 0.5990817 0.5173767
    < 169 1.269609e+00 0.5990819 0.5173663
    < 170 1.269609e+00 0.5990819 0.5173663
    < 171 1.269610e+00 0.5990818 0.5173699
    < 172 1.269610e+00 0.5990818 0.5173699
    < 173 1.269609e+00 0.5990815 0.5173740
    < 174 1.269609e+00 0.5990815 0.5173740
    < 175 1.269609e+00 0.5990815 0.5173740
    < 176 1.269609e+00 0.5990815 0.5173740
    < 177 1.269609e+00 0.5990817 0.5173740
    < 178 1.269609e+00 0.5990815 0.5173712
    < 179 1.269609e+00 0.5990815 0.5173712
    < 180 1.269609e+00 0.5990815 0.5173712
    < 181 1.269609e+00 0.5990815 0.5173712
    < 182 1.269609e+00 0.5990816 0.5173718
    < 183 1.269609e+00 0.5990816 0.5173718
    < 184 1.269609e+00 0.5990816 0.5173718
    < 185 1.269609e+00 0.5990816 0.5173718
    < 186 1.269609e+00 0.5990816 0.5173718
    < 187 1.269609e+00 0.5990816 0.5173718
    < 188 1.269609e+00 0.5990816 0.5173718
    < 189 1.269609e+00 0.5990816 0.5173718
    < 190 1.269609e+00 0.5990816 0.5173718
    < 191 1.269609e+00 0.5990816 0.5173718
    < 192 1.269609e+00 0.5990816 0.5173718
    < 193 1.269609e+00 0.5990816 0.5173722
    < 194 1.269609e+00 0.5990816 0.5173722
    < 195 1.269609e+00 0.5990816 0.5173722
    < 196 1.269609e+00 0.5990816 0.5173722
    < 197 1.269609e+00 0.5990816 0.5173722
    < 198 1.269609e+00 0.5990816 0.5173722
    < 199 1.269609e+00 0.5990816 0.5173722
    < 200 1.269609e+00 0.5990816 0.5173722
    ---
    > 64 2.468190e+00 0.5472941 9.4317871
    > 65 2.468190e+00 0.5472941 9.4317871
    > 66 2.468190e+00 0.5472941 9.4317871
    > 67 2.468190e+00 0.5472941 9.4317871
    > 68 1.566554e+00 0.5518752 8.5363295
    > 69 1.566554e+00 0.5518752 8.5363295
    > 70 1.223479e+00 0.5596282 3.0263966
    > 71 1.223479e+00 0.5596282 3.0263966
    > 72 1.223479e+00 0.5596282 3.0263966
    > 73 1.223479e+00 0.5596282 3.0263966
    > 74 1.223479e+00 0.5596282 3.0263966
    > 75 1.394985e+00 0.5737795 3.3519074
    > 76 1.295181e+00 0.5801759 0.3101251
    > 77 1.295181e+00 0.5801759 0.3101251
    > 78 1.295181e+00 0.5801759 0.3101251
    > 79 1.295181e+00 0.5801759 0.3101251
    > 80 1.295181e+00 0.5801759 0.3101251
    > 81 1.295181e+00 0.5801759 0.3101251
    > 82 1.251910e+00 0.5801759 0.3101251
    > 83 1.251910e+00 0.5801759 0.3101251
    > 84 1.251910e+00 0.5801759 0.3101251
    > 85 1.251910e+00 0.5801759 0.3101251
    > 86 1.251910e+00 0.5801759 0.3101251
    > 87 1.251910e+00 0.5801759 0.3101251
    > 88 1.251910e+00 0.5818086 0.3101251
    > 89 1.251910e+00 0.5818086 0.3101251
    > 90 1.265770e+00 0.5913105 0.5885065
    > 91 1.265770e+00 0.5913105 0.5885065
    > 92 1.265770e+00 0.5913105 0.5885065
    > 93 1.265770e+00 0.5913105 0.5885065
    > 94 1.265770e+00 0.5913105 0.5885065
    > 95 1.265770e+00 0.5913105 0.5885065
    > 96 1.265770e+00 0.5913105 0.5885065
    > 97 1.265770e+00 0.5913105 0.5885065
    > 98 1.262228e+00 0.5931581 0.4893563
    > 99 1.262228e+00 0.5931581 0.4893563
    > 100 1.262228e+00 0.5931581 0.4893563
    > 101 1.267785e+00 0.6030122 0.4775199
    > 102 1.267785e+00 0.6030122 0.4775199
    > 103 1.272901e+00 0.6001466 0.5784186
    > 104 1.268059e+00 0.6038554 0.4962131
    > 105 1.268059e+00 0.6038554 0.4962131
    > 106 1.269953e+00 0.5950609 0.5061478
    > 107 1.267477e+00 0.5994789 0.4893563
    > 108 1.267477e+00 0.5994789 0.4893563
    > 109 1.267477e+00 0.5994789 0.5142877
    > 110 1.267477e+00 0.5994789 0.5142877
    > 111 1.267477e+00 0.5994789 0.5142877
    > 112 1.269869e+00 0.5993986 0.5316272
    > 113 1.269964e+00 0.5978745 0.5192711
    > 114 1.269964e+00 0.5978745 0.5192711
    > 115 1.269964e+00 0.5978745 0.5192711
    > 116 1.269099e+00 0.5991797 0.5122310
    > 117 1.269099e+00 0.5991797 0.5122310
    > 118 1.269099e+00 0.5991797 0.5122310
    > 119 1.269099e+00 0.5991797 0.5122310
    > 120 1.269099e+00 0.5991797 0.5122310
    > 121 1.269272e+00 0.5994789 0.5142877
    > 122 1.269425e+00 0.5989382 0.5171631
    > 123 1.269538e+00 0.5991674 0.5191168
    > 124 1.269538e+00 0.5991674 0.5191168
    > 125 1.269728e+00 0.5992060 0.5186387
    > 126 1.269728e+00 0.5992060 0.5186387
    > 127 1.269683e+00 0.5992060 0.5186387
    > 128 1.269683e+00 0.5992060 0.5186387
    > 129 1.269584e+00 0.5990874 0.5163716
    > 130 1.269584e+00 0.5990874 0.5163716
    > 131 1.269584e+00 0.5990874 0.5163716
    > 132 1.269584e+00 0.5990874 0.5163716
    > 133 1.269601e+00 0.5990375 0.5168428
    > 134 1.269601e+00 0.5990375 0.5168428
    > 135 1.269601e+00 0.5990375 0.5172577
    > 136 1.269601e+00 0.5990375 0.5172577
    > 137 1.269601e+00 0.5990375 0.5172577
    > 138 1.269601e+00 0.5990375 0.5172577
    > 139 1.269624e+00 0.5991069 0.5175693
    > 140 1.269624e+00 0.5991069 0.5175693
    > 141 1.269624e+00 0.5991069 0.5175693
    > 142 1.269601e+00 0.5990832 0.5172577
    > 143 1.269601e+00 0.5990832 0.5172577
    > 144 1.269601e+00 0.5990832 0.5172577
    > 145 1.269601e+00 0.5990832 0.5172577
    > 146 1.269601e+00 0.5990832 0.5172577
    > 147 1.269601e+00 0.5990832 0.5172577
    > 148 1.269601e+00 0.5990832 0.5172577
    > 149 1.269601e+00 0.5990832 0.5172577
    > 150 1.269615e+00 0.5990885 0.5173993
    > 151 1.269615e+00 0.5990767 0.5173993
    > 152 1.269604e+00 0.5990793 0.5173194
    > 153 1.269607e+00 0.5990760 0.5173501
    > 154 1.269607e+00 0.5990760 0.5173501
    > 155 1.269607e+00 0.5990760 0.5173501
    > 156 1.269607e+00 0.5990760 0.5173501
    > 157 1.269611e+00 0.5990782 0.5173790
    > 158 1.269611e+00 0.5990832 0.5173925
    > 159 1.269609e+00 0.5990815 0.5173583
    > 160 1.269609e+00 0.5990815 0.5173583
    > 161 1.269609e+00 0.5990815 0.5173583
    > 162 1.269609e+00 0.5990815 0.5173583
    > 163 1.269609e+00 0.5990815 0.5173583
    > 164 1.269609e+00 0.5990815 0.5173583
    > 165 1.269609e+00 0.5990815 0.5173583
    > 166 1.269609e+00 0.5990815 0.5173583
    > 167 1.269610e+00 0.5990819 0.5173731
    > 168 1.269610e+00 0.5990819 0.5173731
    > 169 1.269609e+00 0.5990818 0.5173755
    > 170 1.269609e+00 0.5990818 0.5173736
    > 171 1.269609e+00 0.5990818 0.5173736
    > 172 1.269609e+00 0.5990818 0.5173736
    > 173 1.269609e+00 0.5990818 0.5173736
    > 174 1.269609e+00 0.5990818 0.5173736
    > 175 1.269609e+00 0.5990817 0.5173732
    > 176 1.269609e+00 0.5990817 0.5173732
    > 177 1.269609e+00 0.5990816 0.5173709
    > 178 1.269609e+00 0.5990816 0.5173709
    > 179 1.269609e+00 0.5990816 0.5173721
    > 180 1.269609e+00 0.5990816 0.5173721
    > 181 1.269609e+00 0.5990816 0.5173721
    > 182 1.269609e+00 0.5990816 0.5173721
    > 183 1.269609e+00 0.5990816 0.5173721
    > 184 1.269609e+00 0.5990816 0.5173721
    > 185 1.269609e+00 0.5990816 0.5173721
    > 186 1.269609e+00 0.5990816 0.5173721
    > 187 1.269609e+00 0.5990816 0.5173721
    > 188 1.269609e+00 0.5990816 0.5173721
    > 189 1.269609e+00 0.5990816 0.5173719
    > 190 1.269609e+00 0.5990816 0.5173719
    > 191 1.269609e+00 0.5990816 0.5173719
    > 192 1.269609e+00 0.5990816 0.5173719
    > 193 1.269609e+00 0.5990816 0.5173721
    > 194 1.269609e+00 0.5990816 0.5173721
    > 195 1.269609e+00 0.5990816 0.5173721
    > 196 1.269609e+00 0.5990816 0.5173721
    > 197 1.269609e+00 0.5990816 0.5173721
    > 198 1.269609e+00 0.5990816 0.5173721
    > 199 1.269609e+00 0.5990816 0.5173721
    > 200 1.269609e+00 0.5990816 0.5173721
    9190,9191c9174,9175
    < [41] 2.136680e+11 1.470748e+10 1.762506e+08 1.762506e+08 1.762506e+08
    < [46] 1.762506e+08 1.762380e+08 1.762380e+08 1.762380e+08 1.762380e+08
    ---
    > [41] 2.136680e+11 1.470748e+10 1.762507e+08 1.762507e+08 1.762507e+08
    > [46] 1.762507e+08 1.762380e+08 1.762380e+08 1.762380e+08 1.762380e+08
    9193,9208c9177,9192
    < [56] 2.906103e+06 2.905940e+06 2.355592e+06 2.355592e+06 2.355592e+06
    < [61] 2.355592e+06 2.355592e+06 2.108485e+06 1.737395e+04 1.737395e+04
    < [66] 1.737395e+04 1.737395e+04 1.019620e+03 1.019620e+03 6.234634e+02
    < [71] 6.234634e+02 6.234634e+02 6.234634e+02 6.234634e+02 4.565408e+02
    < [76] 2.517755e+02 2.517755e+02 2.517755e+02 2.517755e+02 2.517755e+02
    < [81] 2.517755e+02 2.325627e+02 2.325627e+02 2.325627e+02 2.325627e+02
    < [86] 2.325627e+02 2.325627e+02 2.322190e+02 2.322190e+02 2.280794e+02
    < [91] 2.280794e+02 2.280794e+02 2.280794e+02 2.280794e+02 2.280794e+02
    < [96] 2.280794e+02 2.280794e+02 2.272458e+02 2.272458e+02 2.272458e+02
    < [101] 2.265081e+02 2.265081e+02 2.264670e+02 2.264634e+02 2.264634e+02
    < [106] 2.263308e+02 2.262916e+02 2.262916e+02 2.262870e+02 2.262870e+02
    < [111] 2.262870e+02 2.262243e+02 2.262227e+02 2.262227e+02 2.262227e+02
    < [116] 2.262134e+02 2.262134e+02 2.262134e+02 2.262132e+02 2.262116e+02
    < [121] 2.262116e+02 2.262116e+02 2.262103e+02 2.262100e+02 2.262100e+02
    < [126] 2.262096e+02 2.262096e+02 2.262096e+02 2.262096e+02 2.262096e+02
    < [131] 2.262095e+02 2.262095e+02 2.262095e+02 2.262095e+02 2.262094e+02
    ---
    > [56] 2.906104e+06 2.905941e+06 2.355593e+06 2.355593e+06 2.355593e+06
    > [61] 2.355593e+06 2.355593e+06 2.108486e+06 1.737388e+04 1.737388e+04
    > [66] 1.737388e+04 1.737388e+04 1.019610e+03 1.019610e+03 6.234539e+02
    > [71] 6.234539e+02 6.234539e+02 6.234539e+02 6.234539e+02 4.565474e+02
    > [76] 2.517814e+02 2.517814e+02 2.517814e+02 2.517814e+02 2.517814e+02
    > [81] 2.517814e+02 2.325607e+02 2.325607e+02 2.325607e+02 2.325607e+02
    > [86] 2.325607e+02 2.325607e+02 2.322169e+02 2.322169e+02 2.280772e+02
    > [91] 2.280772e+02 2.280772e+02 2.280772e+02 2.280772e+02 2.280772e+02
    > [96] 2.280772e+02 2.280772e+02 2.272436e+02 2.272436e+02 2.272436e+02
    > [101] 2.265080e+02 2.265080e+02 2.264674e+02 2.264633e+02 2.264633e+02
    > [106] 2.263311e+02 2.262911e+02 2.262911e+02 2.262860e+02 2.262860e+02
    > [111] 2.262860e+02 2.262242e+02 2.262227e+02 2.262227e+02 2.262227e+02
    > [116] 2.262133e+02 2.262133e+02 2.262133e+02 2.262133e+02 2.262133e+02
    > [121] 2.262126e+02 2.262102e+02 2.262100e+02 2.262100e+02 2.262097e+02
    > [126] 2.262097e+02 2.262096e+02 2.262096e+02 2.262095e+02 2.262095e+02
    > [131] 2.262095e+02 2.262095e+02 2.262094e+02 2.262094e+02 2.262094e+02
    9225,9227c9209,9211
    < [1,] 1.269609 0.5990816 0.5173716
    < [2,] 1.269609 0.5990816 0.5173718
    < [3,] 1.269609 0.5990816 0.5173723
    ---
    > [1,] 1.269609 0.5990816 0.5173721
    > [2,] 1.269609 0.5990816 0.5173723
    > [3,] 1.269609 0.5990816 0.5173722
    9229c9213
    < [5,] 1.269609 0.5990817 0.5173723
    ---
    > [5,] 1.269609 0.5990816 0.5173721
    9231,9236c9215,9220
    < [7,] 1.269609 0.5990816 0.5173722
    < [8,] 1.269609 0.5990816 0.5173716
    < [9,] 1.269609 0.5990816 0.5173720
    < [10,] 1.269609 0.5990816 0.5173722
    < [11,] 1.269609 0.5990816 0.5173721
    < [12,] 1.269609 0.5990816 0.5173718
    ---
    > [7,] 1.269609 0.5990816 0.5173720
    > [8,] 1.269609 0.5990816 0.5173723
    > [9,] 1.269609 0.5990816 0.5173722
    > [10,] 1.269609 0.5990816 0.5173720
    > [11,] 1.269609 0.5990816 0.5173719
    > [12,] 1.269609 0.5990816 0.5173721
    9238,9249c9222,9233
    < [14,] 1.269609 0.5990816 0.5173731
    < [15,] 1.269609 0.5990816 0.5173729
    < [16,] 1.269609 0.5990816 0.5173720
    < [17,] 1.269609 0.5990816 0.5173720
    < [18,] 1.269609 0.5990816 0.5173721
    < [19,] 1.269609 0.5990816 0.5173716
    < [20,] 1.269609 0.5990816 0.5173716
    < [21,] 1.269609 0.5990816 0.5173722
    < [22,] 1.269609 0.5990816 0.5173720
    < [23,] 1.269609 0.5990816 0.5173723
    < [24,] 1.269609 0.5990816 0.5173723
    < [25,] 1.269609 0.5990816 0.5173719
    ---
    > [14,] 1.269609 0.5990816 0.5173719
    > [15,] 1.269609 0.5990816 0.5173721
    > [16,] 1.269609 0.5990816 0.5173721
    > [17,] 1.269609 0.5990816 0.5173721
    > [18,] 1.269609 0.5990816 0.5173720
    > [19,] 1.269609 0.5990816 0.5173719
    > [20,] 1.269609 0.5990816 0.5173721
    > [21,] 1.269609 0.5990816 0.5173720
    > [22,] 1.269609 0.5990816 0.5173721
    > [23,] 1.269609 0.5990816 0.5173721
    > [24,] 1.269609 0.5990816 0.5173720
    > [25,] 1.269609 0.5990816 0.5173721
    9251,9254c9235,9238
    < [27,] 1.269609 0.5990816 0.5173717
    < [28,] 1.269609 0.5990816 0.5173721
    < [29,] 1.269609 0.5990816 0.5173729
    < [30,] 1.269609 0.5990816 0.5173715
    ---
    > [27,] 1.269609 0.5990816 0.5173721
    > [28,] 1.269609 0.5990816 0.5173723
    > [29,] 1.269609 0.5990816 0.5173719
    > [30,] 1.269609 0.5990816 0.5173720
    9265c9249
    < 1.2696093 0.5990816 0.5173722
    ---
    > 1.2696092 0.5990816 0.5173721
    9292,9293c9276,9277
    < [8] 7.033707 19.849942 12.239737 14.241715 13.754295 8.546961 18.505087
    < [15] 15.937353 7.866740 9.362051 11.063190 8.143101 12.004877 5.876723
    ---
    > [8] 7.033707 19.849941 12.239737 14.241715 13.754295 8.546961 18.505087
    > [15] 15.937353 7.866740 9.362051 11.063190 8.143101 12.004877 5.876722
    9297,9298c9281,9282
    < [43] 5.314326 6.914225 5.233846 14.352748 11.291430 9.604349 14.452630
    < [50] 7.863629 12.966055 15.689182 8.231095 9.692063 20.347646 9.718919
    ---
    > [43] 5.314326 6.914225 5.233846 14.352748 11.291430 9.604348 14.452630
    > [50] 7.863629 12.966055 15.689182 8.231096 9.692063 20.347646 9.718919
    9300c9284
    < [64] 13.202265 8.556553 9.767786 14.665385 19.592492 12.957342 10.269150
    ---
    > [64] 13.202265 8.556553 9.767786 14.665385 19.592492 12.957342 10.269149
    9302,9303c9286,9287
    < [78] 11.429017 11.939095 26.847751 12.892014 15.973394 11.127626 12.882956
    < [85] 12.314554 16.485101 9.697763 8.748198 9.981200 9.630295 8.613607
    ---
    > [78] 11.429017 11.939095 26.847751 12.892013 15.973394 11.127626 12.882956
    > [85] 12.314554 16.485100 9.697763 8.748198 9.981200 9.630295 8.613607
    9305,9306c9289,9290
    < [99] 14.359210 20.463775 15.545778 7.836891 12.425292 7.338424 16.161138
    < [106] 14.793472 14.231464 12.293565 10.100071 10.464730 5.940745 9.867506
    ---
    > [99] 14.359209 20.463775 15.545778 7.836891 12.425292 7.338423 16.161138
    > [106] 14.793472 14.231465 12.293565 10.100071 10.464730 5.940745 9.867506
    9309,9316c9293,9300
    < [127] 10.921401 6.782841 15.607495 8.127741 25.511931 10.510274 15.026389
    < [134] 10.770853 12.176028 11.073884 5.045267 11.936750 8.380322 7.960524
    < [141] 6.793841 15.358864 4.963493 9.029509 12.549730 3.861996 10.383486
    < [148] 9.369353 15.026303 11.174440 19.143439 14.055941 16.376585 9.589237
    < [155] 22.400913 17.736479 6.963704 4.859312 20.198566 14.117863 11.963749
    < [162] 5.925203 12.381093 11.549405 20.412490 14.725359 11.884214 8.002590
    < [169] 9.370134 11.335893 11.164942 11.430912 12.392811 11.970340 11.453647
    < [176] 8.386074 15.568973 11.559153 11.678383 8.141833 20.071851 8.934156
    ---
    > [127] 10.921401 6.782841 15.607495 8.127741 25.511931 10.510274 15.026388
    > [134] 10.770852 12.176028 11.073884 5.045267 11.936750 8.380322 7.960524
    > [141] 6.793841 15.358864 4.963493 9.029508 12.549730 3.861996 10.383486
    > [148] 9.369353 15.026303 11.174440 19.143438 14.055941 16.376585 9.589237
    > [155] 22.400913 17.736479 6.963704 4.859312 20.198566 14.117863 11.963748
    > [162] 5.925203 12.381093 11.549404 20.412490 14.725359 11.884213 8.002590
    > [169] 9.370134 11.335894 11.164942 11.430913 12.392811 11.970340 11.453647
    > [176] 8.386074 15.568972 11.559153 11.678383 8.141833 20.071851 8.934155
    9318c9302
    < [190] 17.149303 12.838580 5.384867 9.993572 3.949080 7.288537 5.466099
    ---
    > [190] 17.149303 12.838580 5.384867 9.993572 3.949080 7.288536 5.466099
    9322,9361c9306,9345
    < [1] -0.232757007 0.215253372 -0.608511308 0.571415605 0.251958903
    < [6] -1.507319922 -2.611977803 2.011878866 1.672063830 -0.044154411
    < [11] -0.551241227 -0.702394435 0.169811243 -0.390355859 -0.101731629
    < [16] 0.148288923 -1.457067956 -0.088304582 0.613908705 0.674547324
    < [21] -0.145882927 -2.362570834 -0.841879187 -1.272845112 -0.340944259
    < [26] -0.647454526 -1.915341159 -0.120373077 -1.474004074 -1.185797975
    < [31] 0.804230470 -0.150447912 -1.079216645 0.606827914 1.268013250
    < [36] -0.392460017 1.332796948 -0.049085791 0.654778947 -0.740143629
    < [41] -0.788913328 1.541189525 -0.306813025 -1.317450869 -0.965378867
    < [46] -1.517818308 -0.043737816 -0.180806068 1.049573290 -0.248257104
    < [51] 0.600578707 -0.359918561 -1.042118806 -0.534921716 2.508294179
    < [56] -0.575746563 0.003390477 -1.555229219 0.481262583 1.010247585
    < [61] -0.809683691 0.701155408 -0.880143885 -0.874290282 -1.098395125
    < [66] -1.787383697 -0.476080106 2.612126711 -0.328425435 1.079539001
    < [71] 0.029390001 -0.691639220 0.019718064 -1.195768605 2.043006675
    < [76] -1.461813606 1.216154103 0.022765796 -0.033049021 2.569680812
    < [81] -0.949239276 -0.982981572 -0.525563121 1.122258735 0.442767998
    < [86] 2.572998234 -1.339741145 -0.285252319 2.759707857 -0.320416901
    < [91] 0.526692085 0.601531446 1.205556278 -0.305984204 1.043948633
    < [96] -1.650892170 -0.809933837 -0.244665407 -0.533097597 1.057904131
    < [101] -1.532375143 0.102918929 -0.624714770 -0.913469169 0.113102349
    < [106] -0.464968233 -1.639740291 0.461888215 -0.285659437 -3.287507527
    < [111] 0.627145158 -0.989845239 0.264443110 0.268014731 -1.500359391
    < [116] -1.621386567 1.048794950 1.482025858 0.716516164 0.799036781
    < [121] -0.286649746 -0.132248286 -0.261356336 0.676632327 0.572459740
    < [126] -0.603757735 -0.130576638 -0.423967303 0.266070800 0.610287922
    < [131] 1.127968008 0.351309839 0.300942056 -0.299065676 0.832562447
    < [136] -0.019674733 -1.576157877 -1.458107738 -0.744832021 -1.141183874
    < [141] -1.704946733 -0.496665969 -2.286518623 -0.792698149 -0.480293102
    < [146] -0.754106845 -0.315450668 0.011145316 -0.337356684 0.066637514
    < [151] -0.315139672 0.698088379 0.384346987 -0.453925088 0.440480269
    < [156] 2.147968288 -0.074411047 -0.232753705 -1.773766237 -1.903770440
    < [161] -0.231944636 0.413910917 -0.151931491 -1.205179972 0.658710753
    < [166] -0.424961712 0.044717480 -1.340309466 -1.258350342 0.104792215
    < [171] 0.697569318 1.574396254 0.153475154 -0.544175781 -1.638935850
    < [176] -1.291533481 1.311281613 -0.926192718 0.270002912 -0.732403031
    < [181] 1.622943610 -0.451956429 -1.102471513 -1.106852250 -0.335944157
    < [186] 0.813338770 1.711585127 1.458850640 0.989229260 -0.616690834
    < [191] 0.524509438 -0.971405138 -0.739597295 -0.257898219 1.050246914
    < [196] -1.767557494 1.867462428 -0.592468538 -0.677291779 0.900878558
    ---
    > [1] -0.232756907 0.215253302 -0.608511219 0.571415763 0.251958738
    > [6] -1.507319865 -2.611977672 2.011878955 1.672064009 -0.044154368
    > [11] -0.551241101 -0.702394273 0.169811303 -0.390355760 -0.101731526
    > [16] 0.148288854 -1.457067875 -0.088304473 0.613908817 0.674547449
    > [21] -0.145882836 -2.362570829 -0.841879122 -1.272845035 -0.340944083
    > [26] -0.647454341 -1.915341171 -0.120373077 -1.474004035 -1.185797805
    > [31] 0.804230644 -0.150447831 -1.079216533 0.606828115 1.268013394
    > [36] -0.392459945 1.332796945 -0.049085752 0.654779004 -0.740143726
    > [41] -0.788913176 1.541189661 -0.306813032 -1.317450762 -0.965378874
    > [46] -1.517818141 -0.043737822 -0.180805971 1.049572973 -0.248256983
    > [51] 0.600578797 -0.359918384 -1.042118880 -0.534921913 2.508294142
    > [56] -0.575746463 0.003390626 -1.555229242 0.481262736 1.010247536
    > [61] -0.809683664 0.701155536 -0.880143732 -0.874290200 -1.098395099
    > [66] -1.787383557 -0.476079948 2.612126909 -0.328425376 1.079539096
    > [71] 0.029390107 -0.691639210 0.019718015 -1.195768524 2.043006897
    > [76] -1.461813526 1.216154081 0.022765924 -0.033048952 2.569681143
    > [81] -0.949239136 -0.982981558 -0.525562960 1.122258890 0.442768024
    > [86] 2.572998427 -1.339741094 -0.285252247 2.759707768 -0.320416845
    > [91] 0.526691931 0.601531439 1.205556182 -0.305984097 1.043948508
    > [96] -1.650892132 -0.809933762 -0.244665479 -0.533097510 1.057904155
    > [101] -1.532375005 0.102918993 -0.624714657 -0.913469096 0.113102388
    > [106] -0.464968277 -1.639740484 0.461888298 -0.285659337 -3.287507742
    > [111] 0.627145236 -0.989845366 0.264443322 0.268014751 -1.500359466
    > [116] -1.621386391 1.048795010 1.482025970 0.716516255 0.799036661
    > [121] -0.286649626 -0.132248232 -0.261356209 0.676632462 0.572459877
    > [126] -0.603757671 -0.130576508 -0.423967297 0.266070830 0.610288036
    > [131] 1.127967961 0.351309816 0.300942163 -0.299065535 0.832562487
    > [136] -0.019675122 -1.576157876 -1.458107625 -0.744832020 -1.141183761
    > [141] -1.704946681 -0.496665803 -2.286518738 -0.792698024 -0.480292919
    > [146] -0.754106787 -0.315450591 0.011145328 -0.337356605 0.066637670
    > [151] -0.315139413 0.698088417 0.384346968 -0.453924980 0.440480344
    > [156] 2.147968516 -0.074410953 -0.232753698 -1.773766328 -1.903770549
    > [161] -0.231944482 0.413910987 -0.151931302 -1.205179881 0.658710841
    > [166] -0.424961494 0.044717504 -1.340309448 -1.258350252 0.104792043
    > [171] 0.697569356 1.574395730 0.153475221 -0.544175667 -1.638935678
    > [176] -1.291533367 1.311281728 -0.926192565 0.270003072 -0.732402961
    > [181] 1.622943905 -0.451956291 -1.102471541 -1.106852154 -0.335944039
    > [186] 0.813338797 1.711585202 1.458850777 0.989229329 -0.616690693
    > [191] 0.524509480 -0.971405118 -0.739597240 -0.257898226 1.050247026
    > [196] -1.767557416 1.867462545 -0.592468421 -0.677291680 0.900878366
    9368,9370c9352,9354
    < gamma 7.460070e-05 1.109688e-05 0.0005434331
    < delta 1.109688e-05 1.432951e-04 0.0004078238
    < rho 5.434331e-04 4.078238e-04 0.0143354980
    ---
    > gamma 7.460070e-05 1.109688e-05 0.0005434330
    > delta 1.109688e-05 1.432951e-04 0.0004078239
    > rho 5.434330e-04 4.078239e-04 0.0143354975
    9416c9400
    < 1.2696093 0.5990816 0.5173722
    ---
    > 1.2696092 0.5990816 0.5173721
    9419,9421c9403,9405
    < gamma 8.437691e-05 1.255109e-05 0.0006146484
    < delta 1.255109e-05 1.620735e-04 0.0004612679
    < rho 6.146484e-04 4.612679e-04 0.0162141232
    ---
    > gamma 8.437690e-05 1.255109e-05 0.0006146484
    > delta 1.255109e-05 1.620735e-04 0.0004612680
    > rho 6.146484e-04 4.612680e-04 0.0162141227
    9424,9426c9408,9410
    < gamma 1.2696093 0.00918569 138.215987 0.000000e+00
    < delta 0.5990816 0.01273081 47.057621 0.000000e+00
    < rho 0.5173722 0.12733469 4.063089 4.842759e-05
    ---
    > gamma 1.2696092 0.00918569 138.215987 0.000000e+00
    > delta 0.5990816 0.01273081 47.057622 0.000000e+00
    > rho 0.5173721 0.12733469 4.063088 4.842766e-05
    9429,9430c9413,9414
    < [8] 7.033707 19.849942 12.239737 14.241715 13.754295 8.546961 18.505087
    < [15] 15.937353 7.866740 9.362051 11.063190 8.143101 12.004877 5.876723
    ---
    > [8] 7.033707 19.849941 12.239737 14.241715 13.754295 8.546961 18.505087
    > [15] 15.937353 7.866740 9.362051 11.063190 8.143101 12.004877 5.876722
    9434,9435c9418,9419
    < [43] 5.314326 6.914225 5.233846 14.352748 11.291430 9.604349 14.452630
    < [50] 7.863629 12.966055 15.689182 8.231095 9.692063 20.347646 9.718919
    ---
    > [43] 5.314326 6.914225 5.233846 14.352748 11.291430 9.604348 14.452630
    > [50] 7.863629 12.966055 15.689182 8.231096 9.692063 20.347646 9.718919
    9437c9421
    < [64] 13.202265 8.556553 9.767786 14.665385 19.592492 12.957342 10.269150
    ---
    > [64] 13.202265 8.556553 9.767786 14.665385 19.592492 12.957342 10.269149
    9439,9440c9423,9424
    < [78] 11.429017 11.939095 26.847751 12.892014 15.973394 11.127626 12.882956
    < [85] 12.314554 16.485101 9.697763 8.748198 9.981200 9.630295 8.613607
    ---
    > [78] 11.429017 11.939095 26.847751 12.892013 15.973394 11.127626 12.882956
    > [85] 12.314554 16.485100 9.697763 8.748198 9.981200 9.630295 8.613607
    9442,9443c9426,9427
    < [99] 14.359210 20.463775 15.545778 7.836891 12.425292 7.338424 16.161138
    < [106] 14.793472 14.231464 12.293565 10.100071 10.464730 5.940745 9.867506
    ---
    > [99] 14.359209 20.463775 15.545778 7.836891 12.425292 7.338423 16.161138
    > [106] 14.793472 14.231465 12.293565 10.100071 10.464730 5.940745 9.867506
    9446,9453c9430,9437
    < [127] 10.921401 6.782841 15.607495 8.127741 25.511931 10.510274 15.026389
    < [134] 10.770853 12.176028 11.073884 5.045267 11.936750 8.380322 7.960524
    < [141] 6.793841 15.358864 4.963493 9.029509 12.549730 3.861996 10.383486
    < [148] 9.369353 15.026303 11.174440 19.143439 14.055941 16.376585 9.589237
    < [155] 22.400913 17.736479 6.963704 4.859312 20.198566 14.117863 11.963749
    < [162] 5.925203 12.381093 11.549405 20.412490 14.725359 11.884214 8.002590
    < [169] 9.370134 11.335893 11.164942 11.430912 12.392811 11.970340 11.453647
    < [176] 8.386074 15.568973 11.559153 11.678383 8.141833 20.071851 8.934156
    ---
    > [127] 10.921401 6.782841 15.607495 8.127741 25.511931 10.510274 15.026388
    > [134] 10.770852 12.176028 11.073884 5.045267 11.936750 8.380322 7.960524
    > [141] 6.793841 15.358864 4.963493 9.029508 12.549730 3.861996 10.383486
    > [148] 9.369353 15.026303 11.174440 19.143438 14.055941 16.376585 9.589237
    > [155] 22.400913 17.736479 6.963704 4.859312 20.198566 14.117863 11.963748
    > [162] 5.925203 12.381093 11.549404 20.412490 14.725359 11.884213 8.002590
    > [169] 9.370134 11.335894 11.164942 11.430913 12.392811 11.970340 11.453647
    > [176] 8.386074 15.568972 11.559153 11.678383 8.141833 20.071851 8.934155
    9455c9439
    < [190] 17.149303 12.838580 5.384867 9.993572 3.949080 7.288537 5.466099
    ---
    > [190] 17.149303 12.838580 5.384867 9.993572 3.949080 7.288536 5.466099
    9458,9497c9442,9481
    < [1] -0.232757007 0.215253372 -0.608511308 0.571415605 0.251958903
    < [6] -1.507319922 -2.611977803 2.011878866 1.672063830 -0.044154411
    < [11] -0.551241227 -0.702394435 0.169811243 -0.390355859 -0.101731629
    < [16] 0.148288923 -1.457067956 -0.088304582 0.613908705 0.674547324
    < [21] -0.145882927 -2.362570834 -0.841879187 -1.272845112 -0.340944259
    < [26] -0.647454526 -1.915341159 -0.120373077 -1.474004074 -1.185797975
    < [31] 0.804230470 -0.150447912 -1.079216645 0.606827914 1.268013250
    < [36] -0.392460017 1.332796948 -0.049085791 0.654778947 -0.740143629
    < [41] -0.788913328 1.541189525 -0.306813025 -1.317450869 -0.965378867
    < [46] -1.517818308 -0.043737816 -0.180806068 1.049573290 -0.248257104
    < [51] 0.600578707 -0.359918561 -1.042118806 -0.534921716 2.508294179
    < [56] -0.575746563 0.003390477 -1.555229219 0.481262583 1.010247585
    < [61] -0.809683691 0.701155408 -0.880143885 -0.874290282 -1.098395125
    < [66] -1.787383697 -0.476080106 2.612126711 -0.328425435 1.079539001
    < [71] 0.029390001 -0.691639220 0.019718064 -1.195768605 2.043006675
    < [76] -1.461813606 1.216154103 0.022765796 -0.033049021 2.569680812
    < [81] -0.949239276 -0.982981572 -0.525563121 1.122258735 0.442767998
    < [86] 2.572998234 -1.339741145 -0.285252319 2.759707857 -0.320416901
    < [91] 0.526692085 0.601531446 1.205556278 -0.305984204 1.043948633
    < [96] -1.650892170 -0.809933837 -0.244665407 -0.533097597 1.057904131
    < [101] -1.532375143 0.102918929 -0.624714770 -0.913469169 0.113102349
    < [106] -0.464968233 -1.639740291 0.461888215 -0.285659437 -3.287507527
    < [111] 0.627145158 -0.989845239 0.264443110 0.268014731 -1.500359391
    < [116] -1.621386567 1.048794950 1.482025858 0.716516164 0.799036781
    < [121] -0.286649746 -0.132248286 -0.261356336 0.676632327 0.572459740
    < [126] -0.603757735 -0.130576638 -0.423967303 0.266070800 0.610287922
    < [131] 1.127968008 0.351309839 0.300942056 -0.299065676 0.832562447
    < [136] -0.019674733 -1.576157877 -1.458107738 -0.744832021 -1.141183874
    < [141] -1.704946733 -0.496665969 -2.286518623 -0.792698149 -0.480293102
    < [146] -0.754106845 -0.315450668 0.011145316 -0.337356684 0.066637514
    < [151] -0.315139672 0.698088379 0.384346987 -0.453925088 0.440480269
    < [156] 2.147968288 -0.074411047 -0.232753705 -1.773766237 -1.903770440
    < [161] -0.231944636 0.413910917 -0.151931491 -1.205179972 0.658710753
    < [166] -0.424961712 0.044717480 -1.340309466 -1.258350342 0.104792215
    < [171] 0.697569318 1.574396254 0.153475154 -0.544175781 -1.638935850
    < [176] -1.291533481 1.311281613 -0.926192718 0.270002912 -0.732403031
    < [181] 1.622943610 -0.451956429 -1.102471513 -1.106852250 -0.335944157
    < [186] 0.813338770 1.711585127 1.458850640 0.989229260 -0.616690834
    < [191] 0.524509438 -0.971405138 -0.739597295 -0.257898219 1.050246914
    < [196] -1.767557494 1.867462428 -0.592468538 -0.677291779 0.900878558
    ---
    > [1] -0.232756907 0.215253302 -0.608511219 0.571415763 0.251958738
    > [6] -1.507319865 -2.611977672 2.011878955 1.672064009 -0.044154368
    > [11] -0.551241101 -0.702394273 0.169811303 -0.390355760 -0.101731526
    > [16] 0.148288854 -1.457067875 -0.088304473 0.613908817 0.674547449
    > [21] -0.145882836 -2.362570829 -0.841879122 -1.272845035 -0.340944083
    > [26] -0.647454341 -1.915341171 -0.120373077 -1.474004035 -1.185797805
    > [31] 0.804230644 -0.150447831 -1.079216533 0.606828115 1.268013394
    > [36] -0.392459945 1.332796945 -0.049085752 0.654779004 -0.740143726
    > [41] -0.788913176 1.541189661 -0.306813032 -1.317450762 -0.965378874
    > [46] -1.517818141 -0.043737822 -0.180805971 1.049572973 -0.248256983
    > [51] 0.600578797 -0.359918384 -1.042118880 -0.534921913 2.508294142
    > [56] -0.575746463 0.003390626 -1.555229242 0.481262736 1.010247536
    > [61] -0.809683664 0.701155536 -0.880143732 -0.874290200 -1.098395099
    > [66] -1.787383557 -0.476079948 2.612126909 -0.328425376 1.079539096
    > [71] 0.029390107 -0.691639210 0.019718015 -1.195768524 2.043006897
    > [76] -1.461813526 1.216154081 0.022765924 -0.033048952 2.569681143
    > [81] -0.949239136 -0.982981558 -0.525562960 1.122258890 0.442768024
    > [86] 2.572998427 -1.339741094 -0.285252247 2.759707768 -0.320416845
    > [91] 0.526691931 0.601531439 1.205556182 -0.305984097 1.043948508
    > [96] -1.650892132 -0.809933762 -0.244665479 -0.533097510 1.057904155
    > [101] -1.532375005 0.102918993 -0.624714657 -0.913469096 0.113102388
    > [106] -0.464968277 -1.639740484 0.461888298 -0.285659337 -3.287507742
    > [111] 0.627145236 -0.989845366 0.264443322 0.268014751 -1.500359466
    > [116] -1.621386391 1.048795010 1.482025970 0.716516255 0.799036661
    > [121] -0.286649626 -0.132248232 -0.261356209 0.676632462 0.572459877
    > [126] -0.603757671 -0.130576508 -0.423967297 0.266070830 0.610288036
    > [131] 1.127967961 0.351309816 0.300942163 -0.299065535 0.832562487
    > [136] -0.019675122 -1.576157876 -1.458107625 -0.744832020 -1.141183761
    > [141] -1.704946681 -0.496665803 -2.286518738 -0.792698024 -0.480292919
    > [146] -0.754106787 -0.315450591 0.011145328 -0.337356605 0.066637670
    > [151] -0.315139413 0.698088417 0.384346968 -0.453924980 0.440480344
    > [156] 2.147968516 -0.074410953 -0.232753698 -1.773766328 -1.903770549
    > [161] -0.231944482 0.413910987 -0.151931302 -1.205179881 0.658710841
    > [166] -0.424961494 0.044717504 -1.340309448 -1.258350252 0.104792043
    > [171] 0.697569356 1.574395730 0.153475221 -0.544175667 -1.638935678
    > [176] -1.291533367 1.311281728 -0.926192565 0.270003072 -0.732402961
    > [181] 1.622943905 -0.451956291 -1.102471541 -1.106852154 -0.335944039
    > [186] 0.813338797 1.711585202 1.458850777 0.989229329 -0.616690693
    > [191] 0.524509480 -0.971405118 -0.739597240 -0.257898226 1.050247026
    > [196] -1.767557416 1.867462545 -0.592468421 -0.677291680 0.900878366
    9544c9528
    < 0.9563045 0.5896905 0.3355382 1.1160885
    ---
    > 0.9507427 0.5864346 0.3171199 1.1179750
    9547c9531
    < [1] 186.1126
    ---
    > [1] 186.1972
    9650,9653c9634,9637
    < 84 1.945944e+01 0.5825548 8.03582662 0.060385377
    < 85 1.945944e+01 0.5825548 8.03582662 0.060385377
    < 86 1.034698e+00 0.5604777 7.57706951 0.007759714
    < 87 1.945944e+01 0.5814328 7.38938891 0.025917556
    ---
    > 84 1.945945e+01 0.5825548 8.03582662 0.060385377
    > 85 1.945945e+01 0.5825548 8.03582662 0.060385377
    > 86 1.034697e+00 0.5604777 7.57706951 0.007759714
    > 87 1.945945e+01 0.5814328 7.38938891 0.025917556
    9669,9671c9653,9655
    < 103 1.061228e+01 0.6324850 6.64642330 0.044748284
    < 104 1.061228e+01 0.6324850 6.64642330 0.044748284
    < 105 1.061228e+01 0.6324850 6.64642330 0.044748284
    ---
    > 103 1.061229e+01 0.6324850 6.64642330 0.044748284
    > 104 1.061229e+01 0.6324850 6.64642330 0.044748284
    > 105 1.061229e+01 0.6324850 6.64642330 0.044748284
    9673,9766c9657,9750
    < 107 9.496423e+00 0.6892899 5.22173436 0.112511012
    < 108 9.496423e+00 0.6892899 5.22173436 0.112511012
    < 109 9.153161e+00 0.7360360 3.95339587 0.140916574
    < 110 9.153161e+00 0.7360360 3.95339587 0.140916574
    < 111 8.464322e+00 0.6995919 3.78443902 0.188487676
    < 112 7.389321e+00 0.7118059 2.38425272 0.242636654
    < 113 5.446260e+00 0.6570275 2.99966810 0.320935561
    < 114 6.061989e+00 0.6487716 8.32146331 0.313431751
    < 115 5.017118e+00 0.7631277 4.68057846 0.374336015
    < 116 4.405690e+00 0.7215452 3.80118441 0.508278027
    < 117 4.008441e+00 0.7259031 4.63846777 0.521491587
    < 118 3.947517e+00 0.6996412 3.30006691 0.544136021
    < 119 2.576936e+00 0.8049978 3.17179169 0.662580028
    < 120 3.144773e+00 0.6130803 5.71655507 0.636161123
    < 121 2.382639e+00 0.6406063 2.43290636 0.724934462
    < 122 2.382639e+00 0.6406063 2.43290636 0.724934462
    < 123 2.382639e+00 0.6406063 2.43290636 0.724934462
    < 124 2.382639e+00 0.6645684 2.43290636 0.724934462
    < 125 2.382639e+00 0.6645684 2.43290636 0.724934462
    < 126 2.382639e+00 0.6645684 2.43290636 0.724934462
    < 127 2.027812e+00 0.7073950 3.84056312 0.798160693
    < 128 2.098270e+00 0.6304826 3.96962936 0.796422373
    < 129 2.098270e+00 0.7766945 3.96962936 0.796422373
    < 130 2.098270e+00 0.7766945 3.96962936 0.796422373
    < 131 2.098270e+00 0.7766945 3.96962936 0.796422373
    < 132 2.098270e+00 0.7766945 3.96962936 0.796422373
    < 133 2.012465e+00 0.7019715 1.18138356 0.794725186
    < 134 1.690338e+00 0.6332375 1.64764914 0.886278274
    < 135 1.690338e+00 0.6332375 1.64764914 0.886278274
    < 136 1.690338e+00 0.6332375 1.64764914 0.886278274
    < 137 1.690338e+00 0.6332375 1.64764914 0.886278274
    < 138 1.690338e+00 0.6332375 1.64764914 0.886278274
    < 139 1.690338e+00 0.6332375 1.64764914 0.886278274
    < 140 1.690338e+00 0.6332375 1.64764914 0.886278274
    < 141 1.473576e+00 0.5945866 0.25334898 0.936505723
    < 142 1.473576e+00 0.5945866 0.25334898 0.936505723
    < 143 1.473576e+00 0.5945866 0.25334898 0.936505723
    < 144 1.473576e+00 0.5945866 0.25334898 0.936505723
    < 145 1.473576e+00 0.5945866 0.25334898 0.936505723
    < 146 1.473576e+00 0.5945866 0.25334898 0.936505723
    < 147 1.473576e+00 0.5945866 0.25334898 0.936505723
    < 148 1.473576e+00 0.5945866 0.25334898 0.936505723
    < 149 1.473576e+00 0.5945866 0.25334898 0.936505723
    < 150 1.134618e+00 0.5583146 0.01718879 1.042676626
    < 151 1.134618e+00 0.5583146 0.01718879 1.042676626
    < 152 1.134618e+00 0.5583146 0.01718879 1.042676626
    < 153 9.761592e-01 0.6222477 0.23150873 1.100393851
    < 154 9.761592e-01 0.6222477 0.23150873 1.100393851
    < 155 9.761592e-01 0.6222477 0.23150873 1.100393851
    < 156 9.761592e-01 0.5731553 0.23150873 1.100393851
    < 157 9.761592e-01 0.5731553 0.23150873 1.100393851
    < 158 9.410165e-01 0.6019826 0.34655644 1.124983962
    < 159 9.410165e-01 0.6019826 0.34655644 1.124983962
    < 160 9.410165e-01 0.6019826 0.34655644 1.124983962
    < 161 9.410165e-01 0.6019826 0.34655644 1.124983962
    < 162 9.410165e-01 0.6019826 0.34655644 1.124983962
    < 163 9.410165e-01 0.6019826 0.34655644 1.124983962
    < 164 9.410165e-01 0.6019826 0.34655644 1.124983962
    < 165 9.410165e-01 0.6019826 0.34655644 1.124983962
    < 166 9.228078e-01 0.5919795 0.33118630 1.133736607
    < 167 9.228078e-01 0.5919795 0.33118630 1.133736607
    < 168 9.228078e-01 0.5919795 0.33118630 1.133736607
    < 169 9.228078e-01 0.5919795 0.33118630 1.133736607
    < 170 9.228078e-01 0.5919795 0.33118630 1.133736607
    < 171 9.228078e-01 0.5919795 0.33118630 1.133736607
    < 172 9.228078e-01 0.5919795 0.33118630 1.133736607
    < 173 9.772834e-01 0.5956804 0.36429963 1.107328728
    < 174 9.772834e-01 0.5956804 0.36429963 1.107328728
    < 175 9.772834e-01 0.5956804 0.36429963 1.107328728
    < 176 9.772834e-01 0.5956804 0.36429963 1.107328728
    < 177 9.772834e-01 0.5956804 0.36429963 1.107328728
    < 178 9.772834e-01 0.5956804 0.36429963 1.107432335
    < 179 9.772834e-01 0.5956804 0.36429963 1.107432335
    < 180 9.772834e-01 0.5956804 0.36429963 1.107432335
    < 181 9.772834e-01 0.5956804 0.36429963 1.107432335
    < 182 9.772834e-01 0.5956804 0.36429963 1.107432335
    < 183 9.772834e-01 0.5956804 0.36429963 1.107432335
    < 184 9.554472e-01 0.5884337 0.31502572 1.114637779
    < 185 9.554472e-01 0.5884337 0.31502572 1.114637779
    < 186 9.417458e-01 0.5886223 0.30534767 1.121314321
    < 187 9.441624e-01 0.5853777 0.32089427 1.120767164
    < 188 9.441624e-01 0.5853777 0.32089427 1.120767164
    < 189 9.441624e-01 0.5853777 0.32089427 1.120767164
    < 190 9.640474e-01 0.5903732 0.35752394 1.113575843
    < 191 9.640474e-01 0.5903732 0.35752394 1.113575843
    < 192 9.640474e-01 0.5903732 0.35752394 1.113575843
    < 193 9.640474e-01 0.5903732 0.35752394 1.113575843
    < 194 9.640474e-01 0.5903732 0.35752394 1.113575843
    < 195 9.640474e-01 0.5903732 0.35752394 1.113575843
    < 196 9.640474e-01 0.5903732 0.35752394 1.113575843
    < 197 9.563045e-01 0.5896905 0.33553825 1.116088538
    < 198 9.563045e-01 0.5896905 0.33553825 1.116088538
    < 199 9.563045e-01 0.5896905 0.33553825 1.116088538
    < 200 9.563045e-01 0.5896905 0.33553825 1.116088538
    ---
    > 107 9.496448e+00 0.6892899 5.22173436 0.112511012
    > 108 9.496448e+00 0.6892899 5.22173436 0.112511012
    > 109 9.153179e+00 0.7360360 3.95339587 0.140916574
    > 110 9.153179e+00 0.7360360 3.95339587 0.140916574
    > 111 8.464336e+00 0.6995919 3.78443902 0.188487676
    > 112 7.389325e+00 0.7118059 2.38425272 0.242636654
    > 113 5.446287e+00 0.6570275 2.99966810 0.320935561
    > 114 6.062019e+00 0.6487716 8.32146331 0.313431751
    > 115 5.017137e+00 0.7631277 4.68057846 0.374336015
    > 116 4.405726e+00 0.7215452 3.80118441 0.508278027
    > 117 4.008466e+00 0.7259031 4.63846777 0.521491587
    > 118 3.947561e+00 0.6996412 3.30006691 0.544136021
    > 119 2.576980e+00 0.8049978 3.17179169 0.662580028
    > 120 3.144832e+00 0.6130803 5.71655507 0.636161123
    > 121 2.382702e+00 0.6406063 2.43290636 0.724934462
    > 122 2.382702e+00 0.6406063 2.43290636 0.724934462
    > 123 2.382702e+00 0.6406063 2.43290636 0.724934462
    > 124 2.382702e+00 0.6645684 2.43290636 0.724934462
    > 125 2.382702e+00 0.6645684 2.43290636 0.724934462
    > 126 2.382702e+00 0.6645684 2.43290636 0.724934462
    > 127 2.027888e+00 0.7073950 3.84056312 0.798160693
    > 128 2.098338e+00 0.6304826 3.96962936 0.796422373
    > 129 2.098338e+00 0.7766945 3.96962936 0.796422373
    > 130 2.098338e+00 0.7766945 3.96962936 0.796422373
    > 131 2.098338e+00 0.7766945 3.96962936 0.796422373
    > 132 2.098338e+00 0.7766945 3.96962936 0.796422373
    > 133 2.012526e+00 0.7019715 1.18138356 0.794725186
    > 134 1.690409e+00 0.6332375 1.64764914 0.886278274
    > 135 1.690409e+00 0.6332375 1.64764914 0.886278274
    > 136 1.690409e+00 0.6332375 1.64764914 0.886278274
    > 137 1.690409e+00 0.6332375 1.64764914 0.886278274
    > 138 1.690409e+00 0.6332375 1.64764914 0.886278274
    > 139 1.690409e+00 0.6332375 1.64764914 0.886278274
    > 140 1.690409e+00 0.6332375 1.64764914 0.886278274
    > 141 1.473667e+00 0.5945866 0.25334898 0.936505723
    > 142 1.473667e+00 0.5945866 0.25334898 0.936505723
    > 143 1.473667e+00 0.5945866 0.25334898 0.936505723
    > 144 1.473667e+00 0.5945866 0.25334898 0.936505723
    > 145 1.473667e+00 0.5945866 0.25334898 0.936505723
    > 146 1.473667e+00 0.5945866 0.25334898 0.936505723
    > 147 1.473667e+00 0.5945866 0.25334898 0.936505723
    > 148 1.473667e+00 0.5945866 0.25334898 0.936505723
    > 149 1.473667e+00 0.5945866 0.25334898 0.936505723
    > 150 1.134699e+00 0.5583146 0.01718879 1.042676626
    > 151 1.134699e+00 0.5583146 0.01718879 1.042676626
    > 152 1.134699e+00 0.5583146 0.01718879 1.042676626
    > 153 9.762387e-01 0.6222477 0.23150873 1.100393851
    > 154 9.762387e-01 0.6222477 0.23150873 1.100393851
    > 155 9.762387e-01 0.6222477 0.23150873 1.100393851
    > 156 9.762387e-01 0.5731553 0.23150873 1.100393851
    > 157 9.762387e-01 0.5731553 0.23150873 1.100393851
    > 158 9.410412e-01 0.6019826 0.34655644 1.124983962
    > 159 9.410412e-01 0.6019826 0.34655644 1.124983962
    > 160 9.410412e-01 0.6019826 0.34655644 1.124983962
    > 161 9.410412e-01 0.6019826 0.34655644 1.124983962
    > 162 9.410412e-01 0.6019826 0.34655644 1.124983962
    > 163 9.410412e-01 0.6019826 0.34655644 1.124983962
    > 164 9.410412e-01 0.6019826 0.34655644 1.124983962
    > 165 9.410412e-01 0.6019826 0.34655644 1.124983962
    > 166 9.228651e-01 0.5919795 0.33118630 1.133736607
    > 167 9.228651e-01 0.5919795 0.33118630 1.133736607
    > 168 9.228651e-01 0.5919795 0.33118630 1.133736607
    > 169 9.228651e-01 0.5919795 0.33118630 1.133736607
    > 170 9.228651e-01 0.5919795 0.33118630 1.133736607
    > 171 9.228651e-01 0.5919795 0.33118630 1.133736607
    > 172 9.228651e-01 0.5919795 0.33118630 1.133736607
    > 173 9.774202e-01 0.5956804 0.36429963 1.107328728
    > 174 9.774202e-01 0.5956804 0.36429963 1.107328728
    > 175 9.774202e-01 0.5956804 0.36429963 1.107328728
    > 176 9.774202e-01 0.5956804 0.36429963 1.107328728
    > 177 9.774202e-01 0.5956804 0.36429963 1.107328728
    > 178 9.774202e-01 0.5956804 0.36429963 1.107328728
    > 179 9.774202e-01 0.5956804 0.36429963 1.107328728
    > 180 9.774202e-01 0.5956804 0.36429963 1.107328728
    > 181 9.774202e-01 0.5956804 0.36429963 1.107328728
    > 182 9.774202e-01 0.5956804 0.36429963 1.107328728
    > 183 9.774202e-01 0.5956804 0.36429963 1.107328728
    > 184 9.519733e-01 0.5874634 0.33051105 1.119720439
    > 185 9.410412e-01 0.5886227 0.34655644 1.123970496
    > 186 9.410412e-01 0.5886227 0.34655644 1.123970496
    > 187 9.410412e-01 0.5886227 0.34655644 1.123970496
    > 188 9.410412e-01 0.5886227 0.34655644 1.123970496
    > 189 9.410412e-01 0.5886227 0.34655644 1.123970496
    > 190 9.508472e-01 0.5850362 0.33032529 1.119373040
    > 191 9.508472e-01 0.5850362 0.33032529 1.119373040
    > 192 9.640517e-01 0.5899302 0.36904505 1.112570878
    > 193 9.640517e-01 0.5899302 0.36904505 1.112570878
    > 194 9.640517e-01 0.5899302 0.36904505 1.112570878
    > 195 9.640517e-01 0.5899302 0.36904505 1.112570878
    > 196 9.508472e-01 0.5893623 0.33032529 1.119373040
    > 197 9.475030e-01 0.5885215 0.30445327 1.119784153
    > 198 9.632744e-01 0.5907321 0.35906369 1.112947278
    > 199 9.632744e-01 0.5907321 0.35906369 1.112947278
    > 200 9.507427e-01 0.5864346 0.31711991 1.117975018
    9784,9787c9768,9771
    < [76] 4.653523e+05 4.653523e+05 4.649424e+05 4.649424e+05 4.649424e+05
    < [81] 3.093418e+05 8.271259e+04 3.000424e+04 2.584992e+04 2.584992e+04
    < [86] 2.558870e+04 2.055333e+04 4.137974e+03 4.137974e+03 4.137974e+03
    < [91] 4.137974e+03 4.082244e+03 4.082217e+03 4.082148e+03 4.081965e+03
    ---
    > [76] 4.653522e+05 4.653522e+05 4.649423e+05 4.649423e+05 4.649423e+05
    > [81] 3.093418e+05 8.271255e+04 3.000423e+04 2.584995e+04 2.584995e+04
    > [86] 2.558870e+04 2.055335e+04 4.137973e+03 4.137973e+03 4.137973e+03
    > [91] 4.137973e+03 4.082244e+03 4.082217e+03 4.082148e+03 4.081965e+03
    9789,9808c9773,9792
    < [101] 3.955097e+03 3.955097e+03 3.926193e+03 3.926193e+03 3.926193e+03
    < [106] 3.786563e+03 3.462451e+03 3.462451e+03 3.325723e+03 3.325723e+03
    < [111] 3.080353e+03 2.685837e+03 2.401672e+03 2.222101e+03 2.026742e+03
    < [116] 1.535229e+03 1.277578e+03 1.274776e+03 1.117842e+03 9.573583e+02
    < [121] 7.215825e+02 7.215825e+02 7.215825e+02 7.164611e+02 7.164611e+02
    < [126] 7.164611e+02 6.483203e+02 6.105739e+02 5.884337e+02 5.884337e+02
    < [131] 5.884337e+02 5.884337e+02 5.429463e+02 3.691128e+02 3.691128e+02
    < [136] 3.691128e+02 3.691128e+02 3.691128e+02 3.691128e+02 3.691128e+02
    < [141] 2.927502e+02 2.927502e+02 2.927502e+02 2.927502e+02 2.927502e+02
    < [146] 2.927502e+02 2.927502e+02 2.927502e+02 2.927502e+02 2.257354e+02
    < [151] 2.257354e+02 2.257354e+02 2.056426e+02 2.056426e+02 2.056426e+02
    < [156] 1.961219e+02 1.961219e+02 1.888517e+02 1.888517e+02 1.888517e+02
    < [161] 1.888517e+02 1.888517e+02 1.888517e+02 1.888517e+02 1.888517e+02
    < [166] 1.885059e+02 1.885059e+02 1.885059e+02 1.885059e+02 1.885059e+02
    < [171] 1.885059e+02 1.885059e+02 1.867160e+02 1.867160e+02 1.867160e+02
    < [176] 1.867160e+02 1.867160e+02 1.867051e+02 1.867051e+02 1.867051e+02
    < [181] 1.867051e+02 1.867051e+02 1.867051e+02 1.866662e+02 1.866662e+02
    < [186] 1.863652e+02 1.862777e+02 1.862777e+02 1.862777e+02 1.861741e+02
    < [191] 1.861741e+02 1.861741e+02 1.861741e+02 1.861741e+02 1.861741e+02
    < [196] 1.861741e+02 1.861126e+02 1.861126e+02 1.861126e+02 1.861126e+02
    ---
    > [101] 3.955099e+03 3.955099e+03 3.926193e+03 3.926193e+03 3.926193e+03
    > [106] 3.786564e+03 3.462456e+03 3.462456e+03 3.325729e+03 3.325729e+03
    > [111] 3.080361e+03 2.685839e+03 2.401649e+03 2.222095e+03 2.026728e+03
    > [116] 1.535275e+03 1.277583e+03 1.274814e+03 1.117756e+03 9.573666e+02
    > [121] 7.215179e+02 7.215179e+02 7.215179e+02 7.163978e+02 7.163978e+02
    > [126] 7.163978e+02 6.482097e+02 6.105213e+02 5.883995e+02 5.883995e+02
    > [131] 5.883995e+02 5.883995e+02 5.428947e+02 3.690959e+02 3.690959e+02
    > [136] 3.690959e+02 3.690959e+02 3.690959e+02 3.690959e+02 3.690959e+02
    > [141] 2.927771e+02 2.927771e+02 2.927771e+02 2.927771e+02 2.927771e+02
    > [146] 2.927771e+02 2.927771e+02 2.927771e+02 2.927771e+02 2.257599e+02
    > [151] 2.257599e+02 2.257599e+02 2.055828e+02 2.055828e+02 2.055828e+02
    > [156] 1.960546e+02 1.960546e+02 1.888597e+02 1.888597e+02 1.888597e+02
    > [161] 1.888597e+02 1.888597e+02 1.888597e+02 1.888597e+02 1.888597e+02
    > [166] 1.885317e+02 1.885317e+02 1.885317e+02 1.885317e+02 1.885317e+02
    > [171] 1.885317e+02 1.885317e+02 1.867122e+02 1.867122e+02 1.867122e+02
    > [176] 1.867122e+02 1.867122e+02 1.867122e+02 1.867122e+02 1.867122e+02
    > [181] 1.867122e+02 1.867122e+02 1.867122e+02 1.866136e+02 1.863938e+02
    > [186] 1.863938e+02 1.863938e+02 1.863938e+02 1.863938e+02 1.863302e+02
    > [191] 1.863302e+02 1.862891e+02 1.862891e+02 1.862891e+02 1.862891e+02
    > [196] 1.862534e+02 1.862322e+02 1.862262e+02 1.862262e+02 1.861972e+02
    9812,9851c9796,9835
    < [1,] 0.9508798 0.5876021 0.3374683 1.118035
    < [2,] 0.9417396 0.5899591 0.3163739 1.122578
    < [3,] 0.9603422 0.5906745 0.3408301 1.114830
    < [4,] 0.9749087 0.5900717 0.3572379 1.108025
    < [5,] 0.9821762 0.5910135 0.3691346 1.104939
    < [6,] 0.9377180 0.5877519 0.3277813 1.124073
    < [7,] 0.9728246 0.5886227 0.3465564 1.109914
    < [8,] 0.9727022 0.5924783 0.3335952 1.110052
    < [9,] 0.9725005 0.5890958 0.4754616 1.109997
    < [10,] 0.9613597 0.5883850 0.3227283 1.113927
    < [11,] 0.9551946 0.5895056 0.3851454 1.117211
    < [12,] 0.9683269 0.5913820 0.3521852 1.111874
    < [13,] 0.9540902 0.5889290 0.3732246 1.118361
    < [14,] 0.9771115 0.5903882 0.4016330 1.107960
    < [15,] 0.9640474 0.5903732 0.3575239 1.113576
    < [16,] 0.9624878 0.5884337 0.3417047 1.114638
    < [17,] 0.9484698 0.5878247 0.3769714 1.119296
    < [18,] 0.9735965 0.5931813 0.3521495 1.109264
    < [19,] 0.9487917 0.5826440 0.3480064 1.119572
    < [20,] 0.9620869 0.5933971 0.3204958 1.112344
    < [21,] 0.9567198 0.5862506 0.3113211 1.115041
    < [22,] 0.9656820 0.5886481 0.3440376 1.113002
    < [23,] 0.9489458 0.5854598 0.3244785 1.119336
    < [24,] 0.9563045 0.5896905 0.3355382 1.116089
    < [25,] 0.9698809 0.5843279 0.3375995 1.110188
    < [26,] 0.9723737 0.5913298 0.3795809 1.110168
    < [27,] 0.9456614 0.5908622 0.3358042 1.119949
    < [28,] 0.9375969 0.5913261 0.3108284 1.122911
    < [29,] 0.9519231 0.5798306 0.3273959 1.118059
    < [30,] 0.9567719 0.5863007 0.3340779 1.115645
    < [31,] 0.9336802 0.5910300 0.3254356 1.124199
    < [32,] 0.9597747 0.5899888 0.3304116 1.114860
    < [33,] 0.9493988 0.5892039 0.2720385 1.117681
    < [34,] 0.9493662 0.5878163 0.3566891 1.119764
    < [35,] 0.9504459 0.5853190 0.3654138 1.118873
    < [36,] 0.9716710 0.5889254 0.3924672 1.110529
    < [37,] 0.9675224 0.5915826 0.3177381 1.110525
    < [38,] 0.9441624 0.5871839 0.3208943 1.120767
    < [39,] 0.9770372 0.5876130 0.4651150 1.109484
    < [40,] 0.9540630 0.5931020 0.3313675 1.116074
    ---
    > [1,] 0.9582401 0.5894138 0.3311229 1.114542
    > [2,] 0.9716767 0.5851776 0.3582222 1.108812
    > [3,] 0.9632744 0.5907321 0.3590637 1.112947
    > [4,] 0.9674403 0.5886141 0.3559498 1.113007
    > [5,] 0.9703585 0.5933633 0.4113155 1.111354
    > [6,] 0.9205177 0.5880032 0.2712184 1.130419
    > [7,] 0.9410412 0.5886227 0.3465564 1.122204
    > [8,] 0.9790038 0.5873260 0.3678322 1.107019
    > [9,] 0.9769831 0.5925033 0.3769653 1.107766
    > [10,] 0.9507466 0.5894104 0.3048083 1.118648
    > [11,] 0.9452471 0.5835412 0.2631604 1.119961
    > [12,] 0.9732934 0.5855829 0.3700394 1.108997
    > [13,] 0.9742882 0.5941494 0.3102926 1.109718
    > [14,] 0.9582210 0.5939546 0.3925263 1.115849
    > [15,] 0.9578487 0.5945745 0.3341187 1.114723
    > [16,] 0.9508472 0.5893623 0.3303253 1.119373
    > [17,] 0.9746312 0.5938343 0.3945429 1.110954
    > [18,] 0.9415994 0.5908497 0.3680274 1.123561
    > [19,] 0.9690348 0.5964524 0.3333011 1.110602
    > [20,] 0.9909534 0.5925891 0.3333102 1.101317
    > [21,] 0.9717604 0.5914103 0.3167349 1.106351
    > [22,] 0.9303686 0.5898896 0.3581395 1.128663
    > [23,] 0.9648428 0.5848156 0.3101426 1.112194
    > [24,] 0.9436715 0.5896905 0.3869075 1.122980
    > [25,] 0.9605788 0.5837520 0.3411877 1.112910
    > [26,] 0.9601308 0.5950687 0.3870519 1.116308
    > [27,] 0.9767769 0.5874617 0.3532599 1.105709
    > [28,] 0.9361090 0.5936722 0.3422227 1.124950
    > [29,] 0.9592121 0.5835475 0.2937040 1.114549
    > [30,] 0.9519733 0.5874634 0.3520790 1.119720
    > [31,] 0.9475030 0.5885215 0.3044533 1.119784
    > [32,] 0.9451485 0.5914110 0.3133289 1.121571
    > [33,] 0.9418397 0.5903270 0.4685845 1.123779
    > [34,] 0.9533285 0.5838210 0.2791985 1.117432
    > [35,] 0.9707088 0.5939174 0.3493501 1.109409
    > [36,] 0.9591833 0.5929470 0.4240576 1.117823
    > [37,] 0.9602094 0.5880492 0.3099097 1.117071
    > [38,] 0.9815633 0.5882584 0.3637315 1.105079
    > [39,] 0.9507427 0.5864346 0.3171199 1.117975
    > [40,] 0.9810494 0.5919166 0.3682585 1.103510
    9862c9846
    < 0.9563045 0.5896905 0.3355382 1.1160885
    ---
    > 0.9507427 0.5864346 0.3171199 1.1179750
    9869c9853
    < 0.7487618
    ---
    > 0.7592323
    9888,9968c9872,9946
    < [1] 9.017579 14.243996 5.329781 13.708939 15.540731 12.832142 8.319325
    < [8] 7.089493 20.604679 11.979884 14.221059 13.752028 8.031079 19.006321
    < [15] 16.094234 7.372021 8.903178 10.743626 7.718899 11.780630 5.470935
    < [22] 4.580306 6.010353 9.441533 12.460863 13.439403 13.314297 12.800685
    < [29] 12.945385 13.216705 14.985679 6.174378 10.845556 13.946452 19.567703
    < [36] 6.240354 11.148250 6.280833 10.062838 5.070711 12.715087 13.834831
    < [43] 4.728460 6.638821 4.648863 14.415979 10.961263 9.178014 14.796368
    < [50] 7.622585 12.786714 15.907996 7.756758 9.450006 21.166274 9.303232
    < [57] 9.594764 5.602746 16.163261 8.045024 4.856345 9.045438 12.983168
    < [64] 13.042451 8.034285 9.487905 14.737561 20.339371 12.767010 9.877749
    < [71] 12.698591 7.185583 9.230918 8.268080 22.296885 8.885578 17.690954
    < [78] 11.168714 11.655624 29.056738 12.766238 16.134045 10.992026 12.790580
    < [85] 12.064014 16.830702 9.240453 8.250389 9.618401 9.169896 8.252989
    < [92] 10.508461 7.505269 8.885324 11.530451 14.667295 13.039320 9.235431
    < [99] 14.323187 21.270492 15.683422 7.296386 12.216103 6.794558 16.338889
    < [106] 14.840625 14.368634 12.047742 9.704508 10.297048 5.414541 9.539042
    < [113] 14.704765 13.356218 6.287528 12.591695 4.516565 7.056288 14.964039
    < [120] 19.524999 7.522753 3.368365 13.901302 8.717045 12.388338 13.582575
    < [127] 10.634872 6.202488 15.717062 7.713773 27.244716 10.128529 15.076567
    < [134] 10.511778 11.910481 11.247207 4.458888 11.687679 7.856468 7.544793
    < [141] 6.218463 15.518338 4.497001 8.669458 12.588086 3.387127 9.981921
    < [148] 8.893913 15.064260 11.005337 20.021746 13.981321 16.605230 9.183158
    < [155] 23.519197 18.327509 6.474194 4.273940 21.033831 14.144384 11.810243
    < [162] 5.373342 12.499881 11.245088 21.201613 15.075898 11.594481 7.456995
    < [169] 8.920847 11.171139 10.811996 11.907816 12.149788 11.725526 11.412803
    < [176] 7.972962 15.688036 11.382628 11.540108 7.616666 21.278219 8.800406
    < [183] 8.112838 8.703125 9.471235 14.836225 14.604825 11.837783 7.381914
    < [190] 17.487807 12.636130 4.791341 9.556072 3.395882 6.925200 4.966178
    < [197] 10.251890 7.312896 11.924763 14.053742
    <
    < $residuals
    < [1] 0.196447059 0.210739592 -0.180465222 0.587675150 0.024721070
    < [6] -1.322580528 -2.470648851 1.956092770 0.917326673 0.215699137
    < [11] -0.530585075 -0.700126951 0.685692803 -0.891589810 -0.258613050
    < [16] 0.643007712 -0.998195167 0.231259157 1.038110506 0.898794949
    < [21] 0.259904599 -1.773341299 -0.277612626 -0.838837686 -0.317989277
    < [26] -0.709750519 -1.791480952 0.056693007 -1.299906428 -1.170950186
    < [31] 0.675445449 0.381534011 -0.769812726 0.419025507 0.675793168
    < [36] 0.159128483 1.649570557 0.531044965 1.059097387 -0.239415675
    < [41] -0.683969233 1.585211456 0.279052571 -1.042046671 -0.380396062
    < [46] -1.581048712 0.286428756 0.245528309 0.705835686 -0.007212914
    < [51] 0.779919685 -0.578732614 -0.567781483 -0.292865227 1.689665972
    < [56] -0.160059726 0.174465989 -0.980491232 0.277128439 1.494974959
    < [61] -0.216239809 1.045295770 -0.797812867 -0.714476884 -0.576126309
    < [66] -1.507503103 -0.548256741 1.865247447 -0.138094042 1.470939942
    < [71] 0.205019896 -0.137720192 0.441280577 -0.707992381 1.009467502
    < [76] -0.999910067 0.857182379 0.283069360 0.250422519 0.360693761
    < [81] -0.823463853 -1.143632708 -0.389963372 1.214634730 0.693307383
    < [86] 2.227396840 -0.882431876 0.212557114 3.122506330 0.139982054
    < [91] 0.887309905 0.964814072 1.666401663 0.115585171 1.235656140
    < [96] -1.646239614 -0.647291136 0.157340037 -0.497075050 0.251187296
    < [101] -1.670019138 0.643424086 -0.415525857 -0.369603190 -0.064648393
    < [106] -0.512121587 -1.776909355 0.707711330 0.109903996 -3.119825396
    < [111] 1.153348940 -0.661381431 -0.027183681 0.400055432 -0.982554813
    < [116] -1.604199027 1.603601800 1.874947356 0.685643622 0.141049666
    < [121] 0.013878926 0.195327801 -0.212818778 0.944728918 0.733746865
    < [126] -0.489876120 0.155952265 0.156385106 0.156504328 1.024255401
    < [131] -0.604816541 0.733054962 0.250763304 -0.039991104 1.098109567
    < [136] -0.192998180 -0.989779188 -1.209036427 -0.220978144 -0.725452674
    < [141] -1.129569138 -0.656139735 -1.820026248 -0.432647839 -0.518648647
    < [146] -0.279237782 0.086114920 0.486585244 -0.375314341 0.235740401
    < [151] -1.193446886 0.772709126 0.155701658 -0.047845660 -0.677804101
    < [156] 1.556937673 0.415099260 0.352618051 -2.609031943 -1.930290920
    < [161] -0.078439594 0.965771681 -0.270719444 -0.900863634 -0.130412383
    < [166] -0.775500623 0.334450383 -0.794714322 -0.809063693 0.269546588
    < [171] 1.050515883 1.097491840 0.396497790 -0.299362191 -1.598091699
    < [176] -0.878421421 1.192217733 -0.749667650 0.408278422 -0.207235801
    < [181] 0.416575690 -0.318206440 -0.605499390 -0.656877895 0.035028993
    < [186] 0.798234329 1.722189405 1.658430645 1.521663264 -0.955195009
    < [191] 0.726958640 -0.377878997 -0.302097830 0.295299193 1.413583619
    < [196] -1.267635584 2.203630344 -0.343574590 -0.431781443 0.795499722
    <
    < $rss
    < [1] 186.1126
    <
    < $cov.unscaled
    < gamma delta rho nu
    < gamma 1.929689e-03 6.883087e-05 0.0013531698 -8.054355e-04
    < delta 6.883087e-05 1.134348e-04 0.0003159267 -2.646143e-05
    < rho 1.353170e-03 3.159267e-04 0.0110863890 -4.299138e-04
    < nu -8.054355e-04 -2.646143e-05 -0.0004299138 3.436452e-04
    ---
    > [1] 9.008340 14.207262 5.343904 13.710183 15.503053 12.806088 8.367199
    > [8] 7.175357 20.600692 11.952830 14.208552 13.755470 8.012463 18.983649
    > [15] 16.073982 7.344647 8.888058 10.733006 7.723827 11.773418 5.488440
    > [22] 4.561231 5.998507 9.423984 12.483253 13.461790 13.280768 12.768393
    > [29] 12.916869 13.227932 14.991145 6.168650 10.835571 13.983589 19.554512
    > [36] 6.230219 11.117335 6.262042 10.040227 5.050196 12.716861 13.826449
    > [43] 4.708225 6.674119 4.628808 14.419642 10.930371 9.167185 14.767924
    > [50] 7.658802 12.766853 15.911857 7.728643 9.423593 21.128327 9.293136
    > [57] 9.627166 5.579691 16.156444 8.016416 4.838992 9.053058 12.984662
    > [64] 13.020719 8.010164 9.502547 14.735809 20.342969 12.741514 9.864416
    > [71] 12.682982 7.161294 9.200327 8.254534 22.307052 8.869865 17.654437
    > [78] 11.164493 11.632944 29.109685 12.762300 16.100837 11.014758 12.793627
    > [85] 12.034728 16.840293 9.218062 8.234250 9.587018 9.148289 8.226649
    > [92] 10.477972 7.478121 8.879491 11.496653 14.637330 13.016124 9.204603
    > [99] 14.300991 21.237199 15.672623 7.280374 12.203231 6.782527 16.308131
    > [106] 14.804329 14.333101 12.027402 9.693094 10.269871 5.412268 9.508611
    > [113] 14.747796 13.325291 6.262733 12.613105 4.509317 7.070855 14.942159
    > [120] 19.484579 7.549936 3.392402 13.889896 8.741083 12.383870 13.557011
    > [127] 10.633646 6.179758 15.685627 7.720576 27.207449 10.097575 15.058143
    > [134] 10.517890 11.883030 11.235438 4.439826 11.676110 7.830239 7.552491
    > [141] 6.202266 15.518035 4.479754 8.677895 12.619767 3.389509 9.963239
    > [148] 8.867050 15.040080 11.021792 20.063823 13.951910 16.569274 9.176922
    > [155] 23.492263 18.352840 6.475037 4.255847 20.993648 14.107330 11.817818
    > [162] 5.366328 12.547079 11.227731 21.176369 15.123080 11.565544 7.432927
    > [169] 8.908068 11.139566 10.785505 11.914280 12.126223 11.714262 11.446876
    > [176] 7.977901 15.670843 11.392315 11.554794 7.601285 21.353438 8.845974
    > [183] 8.084648 8.693215 9.468735 14.804957 14.580286 11.835199 7.367270
    > [190] 17.475742 12.608162 4.773243 9.533784 3.379337 6.945295 4.968851
    > [197] 10.245781 7.349517 11.908431 14.018577
    >
    > $residuals
    > [1] 0.20568678 0.24747397 -0.19458840 0.58643111 0.06239854 -1.29652596
    > [7] -2.51852273 1.87022829 0.92131385 0.24275258 -0.51807786 -0.70356873
    > [13] 0.70430863 -0.86891792 -0.23836080 0.67038171 -0.98307504 0.24187881
    > [19] 1.03318262 0.90600683 0.24239928 -1.75426599 -0.26576661 -0.82128848
    > [25] -0.34037973 -0.73213758 -1.75795141 0.08898525 -1.27139042 -1.18217795
    > [31] 0.66997926 0.38726159 -0.75982765 0.38188785 0.68898450 0.16926414
    > [37] 1.68048470 0.54983567 1.08170895 -0.21890012 -0.68574384 1.59359365
    > [43] 0.29928763 -1.07734424 -0.36034119 -1.58471174 0.31732093 0.25635728
    > [49] 0.73427904 -0.04343030 0.79978091 -0.58259298 -0.53966589 -0.26645209
    > [55] 1.72761295 -0.14996332 0.14206328 -0.95743653 0.28394599 1.52358304
    > [61] -0.19888658 1.03767554 -0.79930695 -0.69274421 -0.55200559 -1.52214474
    > [67] -0.54650476 1.86165029 -0.11259796 1.48427237 0.22062884 -0.11343077
    > [73] 0.47187220 -0.69444665 0.99930123 -0.98419712 0.89369980 0.28729028
    > [79] 0.27310212 0.30774723 -0.81952572 -1.11042468 -0.41269556 1.21158812
    > [85] 0.72259388 2.21780559 -0.86004038 0.22869606 3.15388909 0.16158865
    > [91] 0.91364989 0.99530347 1.69354917 0.12141743 1.26945419 -1.61627445
    > [97] -0.62409439 0.18816802 -0.47487923 0.28447970 -1.65922008 0.65943590
    > [103] -0.40265325 -0.35757296 -0.03389067 -0.47582549 -1.74137725 0.72805098
    > [109] 0.12131796 -3.09264835 1.15562217 -0.63095079 -0.07021508 0.43098264
    > [115] -0.95775964 -1.62560835 1.61084939 1.86038061 0.70752318 0.18147011
    > [121] -0.01330368 0.17129094 -0.20141327 0.92069138 0.73821451 -0.46431244
    > [127] 0.15717878 0.17911497 0.18793911 1.01745267 -0.56754936 0.76400822
    > [133] 0.26918773 -0.04610328 1.12556050 -0.18122884 -0.97071746 -1.19746730
    > [139] -0.19474940 -0.73315098 -1.11337209 -0.65583728 -1.80277976 -0.44108420
    > [145] -0.55033009 -0.28161962 0.10479704 0.51344904 -0.35113448 0.21928588
    > [151] -1.23552429 0.80211938 0.19165757 -0.04160999 -0.65087060 1.53160760
    > [157] 0.41425653 0.37071077 -2.56884815 -1.89323728 -0.08601424 0.97278628
    > [163] -0.31791710 -0.88350672 -0.10516836 -0.82268241 0.36338652 -0.77064636
    > [169] -0.79628441 0.30111997 1.07700682 1.09102825 0.42006328 -0.28809745
    > [175] -1.63216499 -0.88336037 1.20941070 -0.75935533 0.39359172 -0.19185465
    > [181] 0.34135737 -0.36377536 -0.57730913 -0.64696825 0.03752894 0.82950234
    > [187] 1.74672845 1.66101406 1.53630749 -0.94312954 0.75492686 -0.35978068
    > [193] -0.27980965 0.31184413 1.39348872 -1.27030910 2.20973907 -0.38019606
    > [199] -0.41545020 0.83066462
    >
    > $rss
    > [1] 186.1972
    >
    > $cov.unscaled
    > gamma delta rho nu
    > gamma 1.911306e-03 6.578513e-05 0.0013271866 -8.023013e-04
    > delta 6.578513e-05 1.122531e-04 0.0003013343 -2.535907e-05
    > rho 1.327187e-03 3.013343e-04 0.0109043323 -4.230769e-04
    > nu -8.023013e-04 -2.535907e-05 -0.0004230769 3.442493e-04
    9981c9959
    < 0.9563 0.5897 0.3355 1.1161
    ---
    > 0.9507 0.5864 0.3171 1.1180
    9983c9961
    < Elasticity of Substitution: 0.7488
    ---
    > Elasticity of Substitution: 0.7592
    9997,10000c9975,9978
    < gamma 0.95630 0.04238 22.567 < 2e-16 ***
    < delta 0.58969 0.01027 57.396 < 2e-16 ***
    < rho 0.33554 0.10157 3.303 0.000955 ***
    < nu 1.11609 0.01788 62.412 < 2e-16 ***
    ---
    > gamma 0.95074 0.04218 22.539 < 2e-16 ***
    > delta 0.58643 0.01022 57.365 < 2e-16 ***
    > rho 0.31712 0.10076 3.147 0.00165 **
    > nu 1.11798 0.01790 62.449 < 2e-16 ***
    10004,10005c9982,9983
    < Residual standard error: 0.964657
    < Multiple R-squared: 0.9563728
    ---
    > Residual standard error: 0.9648762
    > Multiple R-squared: 0.956353
    10009c9987
    < E_1_2 (all) 0.74876 0.05694 13.15 <2e-16 ***
    ---
    > E_1_2 (all) 0.75923 0.05808 13.07 <2e-16 ***
    10015c9993
    < 0.9563045 0.5896905 0.3355382 1.1160885
    ---
    > 0.9507427 0.5864346 0.3171199 1.1179750
    10018,10021c9996,9999
    < gamma 1.795697e-03 6.405147e-05 0.0012592099 -7.495086e-04
    < delta 6.405147e-05 1.055582e-04 0.0002939897 -2.462403e-05
    < rho 1.259210e-03 2.939897e-04 0.0103165846 -4.000619e-04
    < nu -7.495086e-04 -2.462403e-05 -0.0004000619 3.197836e-04
    ---
    > gamma 1.779399e-03 6.124504e-05 0.0012355922 -7.469313e-04
    > delta 6.124504e-05 1.045061e-04 0.0002805380 -2.360894e-05
    > rho 1.235592e-03 2.805380e-04 0.0101517816 -3.938787e-04
    > nu -7.469313e-04 -2.360894e-05 -0.0003938787 3.204913e-04
    10024,10027c10002,10005
    < gamma 0.9563045 0.04237567 22.567303 9.081936e-113
    < delta 0.5896905 0.01027415 57.395532 0.000000e+00
    < rho 0.3355382 0.10157059 3.303498 9.548661e-04
    < nu 1.1160885 0.01788249 62.412357 0.000000e+00
    ---
    > gamma 0.9507427 0.04218293 22.538568 1.738529e-112
    > delta 0.5864346 0.01022282 57.365239 0.000000e+00
    > rho 0.3171199 0.10075605 3.147403 1.647276e-03
    > nu 1.1179750 0.01790227 62.448779 0.000000e+00
    10029,10057c10007,10035
    < [1] 9.017579 14.243996 5.329781 13.708939 15.540731 12.832142 8.319325
    < [8] 7.089493 20.604679 11.979884 14.221059 13.752028 8.031079 19.006321
    < [15] 16.094234 7.372021 8.903178 10.743626 7.718899 11.780630 5.470935
    < [22] 4.580306 6.010353 9.441533 12.460863 13.439403 13.314297 12.800685
    < [29] 12.945385 13.216705 14.985679 6.174378 10.845556 13.946452 19.567703
    < [36] 6.240354 11.148250 6.280833 10.062838 5.070711 12.715087 13.834831
    < [43] 4.728460 6.638821 4.648863 14.415979 10.961263 9.178014 14.796368
    < [50] 7.622585 12.786714 15.907996 7.756758 9.450006 21.166274 9.303232
    < [57] 9.594764 5.602746 16.163261 8.045024 4.856345 9.045438 12.983168
    < [64] 13.042451 8.034285 9.487905 14.737561 20.339371 12.767010 9.877749
    < [71] 12.698591 7.185583 9.230918 8.268080 22.296885 8.885578 17.690954
    < [78] 11.168714 11.655624 29.056738 12.766238 16.134045 10.992026 12.790580
    < [85] 12.064014 16.830702 9.240453 8.250389 9.618401 9.169896 8.252989
    < [92] 10.508461 7.505269 8.885324 11.530451 14.667295 13.039320 9.235431
    < [99] 14.323187 21.270492 15.683422 7.296386 12.216103 6.794558 16.338889
    < [106] 14.840625 14.368634 12.047742 9.704508 10.297048 5.414541 9.539042
    < [113] 14.704765 13.356218 6.287528 12.591695 4.516565 7.056288 14.964039
    < [120] 19.524999 7.522753 3.368365 13.901302 8.717045 12.388338 13.582575
    < [127] 10.634872 6.202488 15.717062 7.713773 27.244716 10.128529 15.076567
    < [134] 10.511778 11.910481 11.247207 4.458888 11.687679 7.856468 7.544793
    < [141] 6.218463 15.518338 4.497001 8.669458 12.588086 3.387127 9.981921
    < [148] 8.893913 15.064260 11.005337 20.021746 13.981321 16.605230 9.183158
    < [155] 23.519197 18.327509 6.474194 4.273940 21.033831 14.144384 11.810243
    < [162] 5.373342 12.499881 11.245088 21.201613 15.075898 11.594481 7.456995
    < [169] 8.920847 11.171139 10.811996 11.907816 12.149788 11.725526 11.412803
    < [176] 7.972962 15.688036 11.382628 11.540108 7.616666 21.278219 8.800406
    < [183] 8.112838 8.703125 9.471235 14.836225 14.604825 11.837783 7.381914
    < [190] 17.487807 12.636130 4.791341 9.556072 3.395882 6.925200 4.966178
    < [197] 10.251890 7.312896 11.924763 14.053742
    ---
    > [1] 9.008340 14.207262 5.343904 13.710183 15.503053 12.806088 8.367199
    > [8] 7.175357 20.600692 11.952830 14.208552 13.755470 8.012463 18.983649
    > [15] 16.073982 7.344647 8.888058 10.733006 7.723827 11.773418 5.488440
    > [22] 4.561231 5.998507 9.423984 12.483253 13.461790 13.280768 12.768393
    > [29] 12.916869 13.227932 14.991145 6.168650 10.835571 13.983589 19.554512
    > [36] 6.230219 11.117335 6.262042 10.040227 5.050196 12.716861 13.826449
    > [43] 4.708225 6.674119 4.628808 14.419642 10.930371 9.167185 14.767924
    > [50] 7.658802 12.766853 15.911857 7.728643 9.423593 21.128327 9.293136
    > [57] 9.627166 5.579691 16.156444 8.016416 4.838992 9.053058 12.984662
    > [64] 13.020719 8.010164 9.502547 14.735809 20.342969 12.741514 9.864416
    > [71] 12.682982 7.161294 9.200327 8.254534 22.307052 8.869865 17.654437
    > [78] 11.164493 11.632944 29.109685 12.762300 16.100837 11.014758 12.793627
    > [85] 12.034728 16.840293 9.218062 8.234250 9.587018 9.148289 8.226649
    > [92] 10.477972 7.478121 8.879491 11.496653 14.637330 13.016124 9.204603
    > [99] 14.300991 21.237199 15.672623 7.280374 12.203231 6.782527 16.308131
    > [106] 14.804329 14.333101 12.027402 9.693094 10.269871 5.412268 9.508611
    > [113] 14.747796 13.325291 6.262733 12.613105 4.509317 7.070855 14.942159
    > [120] 19.484579 7.549936 3.392402 13.889896 8.741083 12.383870 13.557011
    > [127] 10.633646 6.179758 15.685627 7.720576 27.207449 10.097575 15.058143
    > [134] 10.517890 11.883030 11.235438 4.439826 11.676110 7.830239 7.552491
    > [141] 6.202266 15.518035 4.479754 8.677895 12.619767 3.389509 9.963239
    > [148] 8.867050 15.040080 11.021792 20.063823 13.951910 16.569274 9.176922
    > [155] 23.492263 18.352840 6.475037 4.255847 20.993648 14.107330 11.817818
    > [162] 5.366328 12.547079 11.227731 21.176369 15.123080 11.565544 7.432927
    > [169] 8.908068 11.139566 10.785505 11.914280 12.126223 11.714262 11.446876
    > [176] 7.977901 15.670843 11.392315 11.554794 7.601285 21.353438 8.845974
    > [183] 8.084648 8.693215 9.468735 14.804957 14.580286 11.835199 7.367270
    > [190] 17.475742 12.608162 4.773243 9.533784 3.379337 6.945295 4.968851
    > [197] 10.245781 7.349517 11.908431 14.018577
    10059,10098c10037,10070
    < [1] 0.196447059 0.210739592 -0.180465222 0.587675150 0.024721070
    < [6] -1.322580528 -2.470648851 1.956092770 0.917326673 0.215699137
    < [11] -0.530585075 -0.700126951 0.685692803 -0.891589810 -0.258613050
    < [16] 0.643007712 -0.998195167 0.231259157 1.038110506 0.898794949
    < [21] 0.259904599 -1.773341299 -0.277612626 -0.838837686 -0.317989277
    < [26] -0.709750519 -1.791480952 0.056693007 -1.299906428 -1.170950186
    < [31] 0.675445449 0.381534011 -0.769812726 0.419025507 0.675793168
    < [36] 0.159128483 1.649570557 0.531044965 1.059097387 -0.239415675
    < [41] -0.683969233 1.585211456 0.279052571 -1.042046671 -0.380396062
    < [46] -1.581048712 0.286428756 0.245528309 0.705835686 -0.007212914
    < [51] 0.779919685 -0.578732614 -0.567781483 -0.292865227 1.689665972
    < [56] -0.160059726 0.174465989 -0.980491232 0.277128439 1.494974959
    < [61] -0.216239809 1.045295770 -0.797812867 -0.714476884 -0.576126309
    < [66] -1.507503103 -0.548256741 1.865247447 -0.138094042 1.470939942
    < [71] 0.205019896 -0.137720192 0.441280577 -0.707992381 1.009467502
    < [76] -0.999910067 0.857182379 0.283069360 0.250422519 0.360693761
    < [81] -0.823463853 -1.143632708 -0.389963372 1.214634730 0.693307383
    < [86] 2.227396840 -0.882431876 0.212557114 3.122506330 0.139982054
    < [91] 0.887309905 0.964814072 1.666401663 0.115585171 1.235656140
    < [96] -1.646239614 -0.647291136 0.157340037 -0.497075050 0.251187296
    < [101] -1.670019138 0.643424086 -0.415525857 -0.369603190 -0.064648393
    < [106] -0.512121587 -1.776909355 0.707711330 0.109903996 -3.119825396
    < [111] 1.153348940 -0.661381431 -0.027183681 0.400055432 -0.982554813
    < [116] -1.604199027 1.603601800 1.874947356 0.685643622 0.141049666
    < [121] 0.013878926 0.195327801 -0.212818778 0.944728918 0.733746865
    < [126] -0.489876120 0.155952265 0.156385106 0.156504328 1.024255401
    < [131] -0.604816541 0.733054962 0.250763304 -0.039991104 1.098109567
    < [136] -0.192998180 -0.989779188 -1.209036427 -0.220978144 -0.725452674
    < [141] -1.129569138 -0.656139735 -1.820026248 -0.432647839 -0.518648647
    < [146] -0.279237782 0.086114920 0.486585244 -0.375314341 0.235740401
    < [151] -1.193446886 0.772709126 0.155701658 -0.047845660 -0.677804101
    < [156] 1.556937673 0.415099260 0.352618051 -2.609031943 -1.930290920
    < [161] -0.078439594 0.965771681 -0.270719444 -0.900863634 -0.130412383
    < [166] -0.775500623 0.334450383 -0.794714322 -0.809063693 0.269546588
    < [171] 1.050515883 1.097491840 0.396497790 -0.299362191 -1.598091699
    < [176] -0.878421421 1.192217733 -0.749667650 0.408278422 -0.207235801
    < [181] 0.416575690 -0.318206440 -0.605499390 -0.656877895 0.035028993
    < [186] 0.798234329 1.722189405 1.658430645 1.521663264 -0.955195009
    < [191] 0.726958640 -0.377878997 -0.302097830 0.295299193 1.413583619
    < [196] -1.267635584 2.203630344 -0.343574590 -0.431781443 0.795499722
    ---
    > [1] 0.20568678 0.24747397 -0.19458840 0.58643111 0.06239854 -1.29652596
    > [7] -2.51852273 1.87022829 0.92131385 0.24275258 -0.51807786 -0.70356873
    > [13] 0.70430863 -0.86891792 -0.23836080 0.67038171 -0.98307504 0.24187881
    > [19] 1.03318262 0.90600683 0.24239928 -1.75426599 -0.26576661 -0.82128848
    > [25] -0.34037973 -0.73213758 -1.75795141 0.08898525 -1.27139042 -1.18217795
    > [31] 0.66997926 0.38726159 -0.75982765 0.38188785 0.68898450 0.16926414
    > [37] 1.68048470 0.54983567 1.08170895 -0.21890012 -0.68574384 1.59359365
    > [43] 0.29928763 -1.07734424 -0.36034119 -1.58471174 0.31732093 0.25635728
    > [49] 0.73427904 -0.04343030 0.79978091 -0.58259298 -0.53966589 -0.26645209
    > [55] 1.72761295 -0.14996332 0.14206328 -0.95743653 0.28394599 1.52358304
    > [61] -0.19888658 1.03767554 -0.79930695 -0.69274421 -0.55200559 -1.52214474
    > [67] -0.54650476 1.86165029 -0.11259796 1.48427237 0.22062884 -0.11343077
    > [73] 0.47187220 -0.69444665 0.99930123 -0.98419712 0.89369980 0.28729028
    > [79] 0.27310212 0.30774723 -0.81952572 -1.11042468 -0.41269556 1.21158812
    > [85] 0.72259388 2.21780559 -0.86004038 0.22869606 3.15388909 0.16158865
    > [91] 0.91364989 0.99530347 1.69354917 0.12141743 1.26945419 -1.61627445
    > [97] -0.62409439 0.18816802 -0.47487923 0.28447970 -1.65922008 0.65943590
    > [103] -0.40265325 -0.35757296 -0.03389067 -0.47582549 -1.74137725 0.72805098
    > [109] 0.12131796 -3.09264835 1.15562217 -0.63095079 -0.07021508 0.43098264
    > [115] -0.95775964 -1.62560835 1.61084939 1.86038061 0.70752318 0.18147011
    > [121] -0.01330368 0.17129094 -0.20141327 0.92069138 0.73821451 -0.46431244
    > [127] 0.15717878 0.17911497 0.18793911 1.01745267 -0.56754936 0.76400822
    > [133] 0.26918773 -0.04610328 1.12556050 -0.18122884 -0.97071746 -1.19746730
    > [139] -0.19474940 -0.73315098 -1.11337209 -0.65583728 -1.80277976 -0.44108420
    > [145] -0.55033009 -0.28161962 0.10479704 0.51344904 -0.35113448 0.21928588
    > [151] -1.23552429 0.80211938 0.19165757 -0.04160999 -0.65087060 1.53160760
    > [157] 0.41425653 0.37071077 -2.56884815 -1.89323728 -0.08601424 0.97278628
    > [163] -0.31791710 -0.88350672 -0.10516836 -0.82268241 0.36338652 -0.77064636
    > [169] -0.79628441 0.30111997 1.07700682 1.09102825 0.42006328 -0.28809745
    > [175] -1.63216499 -0.88336037 1.20941070 -0.75935533 0.39359172 -0.19185465
    > [181] 0.34135737 -0.36377536 -0.57730913 -0.64696825 0.03752894 0.82950234
    > [187] 1.74672845 1.66101406 1.53630749 -0.94312954 0.75492686 -0.35978068
    > [193] -0.27980965 0.31184413 1.39348872 -1.27030910 2.20973907 -0.38019606
    > [199] -0.41545020 0.83066462
    10141c10113
    < 3.96718728 0.02715669 0.69708341 2.66127075 0.74386394
    ---
    > 6.51322428 0.02454722 0.90709932 7.29355209 0.73275231
    10144c10116
    < [1] 4930326
    ---
    > [1] 8439157
    10250,10252c10222,10224
    < 87 5.269856e+02 -0.469774614 0.5912801 1.99314171 0.008935719
    < 88 5.269856e+02 -0.469774614 0.5912801 1.99314171 0.008935719
    < 89 5.269856e+02 -0.469774614 0.5912801 1.99314171 0.008935719
    ---
    > 87 5.269855e+02 -0.469774614 0.5912801 1.99314171 0.008935719
    > 88 5.269855e+02 -0.469774614 0.5912801 1.99314171 0.008935719
    > 89 5.269855e+02 -0.469774614 0.5912801 1.99314171 0.008935719
    10263,10275c10235,10247
    < 100 1.172563e+01 -0.375072218 0.6857734 9.34244051 0.032767005
    < 101 1.172563e+01 -0.375072218 0.6857734 9.34244051 0.032767005
    < 102 1.172563e+01 -0.375072218 0.6857734 9.34244051 0.032767005
    < 103 1.172563e+01 -0.375072218 0.6857734 9.34244051 0.032767005
    < 104 1.172563e+01 -0.375072218 0.6857734 9.34244051 0.032767005
    < 105 1.172563e+01 -0.375072218 0.6857734 9.34244051 0.032767005
    < 106 1.172563e+01 -0.375072218 0.6857734 9.34244051 0.034477915
    < 107 1.172563e+01 -0.375072218 0.6857734 9.34244051 0.034477915
    < 108 1.172563e+01 -0.375072218 0.6857734 9.34244051 0.034477915
    < 109 1.172563e+01 -0.375072218 0.6857734 9.34244051 0.034477915
    < 110 1.172563e+01 -0.375072218 0.6857734 9.34244051 0.034477915
    < 111 1.172563e+01 -0.375072218 0.6857734 9.34244051 0.034477915
    < 112 1.172563e+01 -0.375072218 0.6486973 7.92465118 0.034477915
    ---
    > 100 1.172560e+01 -0.375072218 0.6857734 9.34244051 0.032767005
    > 101 1.172560e+01 -0.375072218 0.6857734 9.34244051 0.032767005
    > 102 1.172560e+01 -0.375072218 0.6857734 9.34244051 0.032767005
    > 103 1.172560e+01 -0.375072218 0.6857734 9.34244051 0.032767005
    > 104 1.172560e+01 -0.375072218 0.6857734 9.34244051 0.032767005
    > 105 1.172560e+01 -0.375072218 0.6857734 9.34244051 0.032767005
    > 106 1.172560e+01 -0.375072218 0.6857734 9.34244051 0.034477915
    > 107 1.172560e+01 -0.375072218 0.6857734 9.34244051 0.034477915
    > 108 1.172560e+01 -0.375072218 0.6857734 9.34244051 0.034477915
    > 109 1.172560e+01 -0.375072218 0.6857734 9.34244051 0.034477915
    > 110 1.172560e+01 -0.375072218 0.6857734 9.34244051 0.034477915
    > 111 1.172560e+01 -0.375072218 0.6857734 9.34244051 0.034477915
    > 112 1.172560e+01 -0.375072218 0.6486973 7.92465118 0.034477915
    10278,10279c10250,10251
    < 115 1.357516e+01 -0.355720899 0.6273345 6.88821775 0.034234473
    < 116 2.249063e+01 -0.305917495 0.6142194 6.68803494 0.012293041
    ---
    > 115 1.357518e+01 -0.355720899 0.6273345 6.88821775 0.034234473
    > 116 2.249062e+01 -0.305917495 0.6142194 6.68803494 0.012293041
    10281,10363c10253,10335
    < 118 1.375619e+02 -0.037417378 0.5082668 9.01933109 0.006005651
    < 119 3.500943e+01 -0.025292729 0.7074205 9.65779329 0.027302981
    < 120 2.227612e+02 -0.019078515 0.5106779 9.12973608 0.027677864
    < 121 2.370346e+02 -0.019078515 0.5106779 9.12973608 0.043688183
    < 122 2.370346e+02 -0.019078515 0.5106779 9.12973608 0.043688183
    < 123 3.046386e+01 -0.008621354 0.6927131 -0.88043469 0.073217193
    < 124 3.046386e+01 -0.008621354 0.6927131 -0.88043469 0.073217193
    < 125 3.010735e+01 0.010205350 0.5490514 8.13911353 0.022949897
    < 126 8.089317e+01 0.017363995 0.4411281 4.83061372 0.042575933
    < 127 8.089317e+01 0.017363995 0.4411281 4.83061372 0.042575933
    < 128 8.089317e+01 0.017363995 0.4411281 4.07296207 0.042575933
    < 129 6.445716e+01 0.019641156 0.4675692 6.41231853 0.031123173
    < 130 6.445716e+01 0.019641156 0.4675692 6.41231853 0.031123173
    < 131 6.445716e+01 0.019641156 0.4675692 6.41231853 0.031123173
    < 132 6.445716e+01 0.019641156 0.5659923 6.41231853 0.031123173
    < 133 6.445716e+01 0.019641156 0.5659923 8.76398641 0.057170942
    < 134 6.445716e+01 0.019641156 0.5659923 8.76398641 0.057170942
    < 135 6.445716e+01 0.019641156 0.5659923 8.76398641 0.057170942
    < 136 6.445716e+01 0.019641156 0.5659923 8.76398641 0.057170942
    < 137 6.445716e+01 0.019641156 0.5659923 8.76398641 0.057170942
    < 138 6.445716e+01 0.019641156 0.5659923 8.76398641 0.057170942
    < 139 6.445716e+01 0.019641156 0.5659923 8.76398641 0.057170942
    < 140 6.445716e+01 0.019641156 0.5659923 8.76398641 0.057170942
    < 141 3.070859e+01 0.022929044 0.8494830 5.65561625 0.044800466
    < 142 3.070859e+01 0.022929044 0.9163159 6.89087247 0.044800466
    < 143 4.192404e+01 0.021812337 0.9902184 8.90838277 0.057118568
    < 144 3.070859e+01 0.022929044 0.9163159 6.89087247 0.076500928
    < 145 1.503809e+01 0.026712057 0.4404388 -0.72198584 0.085499527
    < 146 3.070859e+01 0.022929044 0.9163159 2.96221262 0.094263232
    < 147 3.070859e+01 0.022929044 0.9163159 2.96221262 0.094263232
    < 148 3.070859e+01 0.022929044 0.9163159 2.96221262 0.094263232
    < 149 3.070859e+01 0.022929044 0.9163159 2.96221262 0.132588061
    < 150 9.334962e+00 0.028220629 0.3638060 8.44082493 0.182727140
    < 151 2.292373e+01 0.023965844 0.7108383 8.77833625 0.217884579
    < 152 1.333024e+01 0.025550335 0.7899344 -0.04599239 0.312998840
    < 153 1.333024e+01 0.025550335 0.7899344 -0.04599239 0.312998840
    < 154 1.333024e+01 0.025550335 0.7899344 -0.04599239 0.312998840
    < 155 1.333024e+01 0.025550335 0.7899344 -0.04599239 0.312998840
    < 156 1.333024e+01 0.025550335 0.7899344 -0.04599239 0.312998840
    < 157 1.333024e+01 0.025550335 0.7899344 3.02675880 0.312998840
    < 158 1.333024e+01 0.025550335 0.7899344 3.02675880 0.312998840
    < 159 1.333024e+01 0.025550335 0.7899344 3.02675880 0.312998840
    < 160 1.333024e+01 0.025550335 0.7899344 3.02675880 0.312998840
    < 161 1.333024e+01 0.025550335 0.7899344 3.02675880 0.312998840
    < 162 9.905177e+00 0.025004847 0.8971159 4.35188282 0.450368187
    < 163 9.905177e+00 0.025004847 0.8971159 4.35188282 0.450368187
    < 164 9.905177e+00 0.025004847 0.8971159 4.35188282 0.450368187
    < 165 9.905177e+00 0.025004847 0.8971159 4.35188282 0.475240912
    < 166 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 167 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 168 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 169 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 170 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 171 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 172 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 173 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 174 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 175 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 176 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 177 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 178 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 179 9.905177e+00 0.025103426 0.9861710 4.35188282 0.475240912
    < 180 6.513446e+00 0.024304995 0.7529908 8.68006253 0.715988214
    < 181 6.513446e+00 0.024304995 0.7529908 8.68006253 0.715988214
    < 182 6.513446e+00 0.024304995 0.7529908 8.68006253 0.715988214
    < 183 6.513446e+00 0.024304995 0.7529908 8.68006253 0.715988214
    < 184 6.513446e+00 0.024304995 0.7529908 8.68006253 0.715988214
    < 185 6.513446e+00 0.024304995 0.7529908 8.68006253 0.715988214
    < 186 6.513446e+00 0.024304995 0.7529908 8.68006253 0.715988214
    < 187 6.513446e+00 0.024304995 0.7529908 8.68006253 0.715988214
    < 188 3.916182e+00 0.028719200 0.9643654 1.09293584 0.601421842
    < 189 6.513446e+00 0.024304995 0.9231798 5.66728803 0.715988214
    < 190 6.513446e+00 0.024304995 0.9559853 4.59444539 0.715988214
    < 191 6.513446e+00 0.024304995 0.9559853 4.59444539 0.715988214
    < 192 6.513446e+00 0.024304995 0.9559853 4.59444539 0.715988214
    < 193 6.513446e+00 0.024304995 0.9559853 4.59444539 0.715988214
    < 194 6.513446e+00 0.024304995 0.9559853 4.59444539 0.715988214
    < 195 3.076585e+00 0.023965844 0.7783393 2.76132365 1.093462050
    < 196 3.076585e+00 0.023965844 0.7783393 2.76132365 1.093462050
    < 197 3.967187e+00 0.027156692 0.6970834 2.66127075 0.743863936
    < 198 3.967187e+00 0.027156692 0.6970834 2.66127075 0.743863936
    < 199 3.967187e+00 0.027156692 0.6970834 2.66127075 0.743863936
    < 200 3.967187e+00 0.027156692 0.6970834 2.66127075 0.743863936
    ---
    > 118 1.375618e+02 -0.037417378 0.5082668 9.01933109 0.006005651
    > 119 3.500941e+01 -0.025292729 0.7074205 9.65779329 0.027302981
    > 120 2.227611e+02 -0.019078515 0.5106779 9.12973608 0.027677864
    > 121 2.370345e+02 -0.019078515 0.5106779 9.12973608 0.043688183
    > 122 2.370345e+02 -0.019078515 0.5106779 9.12973608 0.043688183
    > 123 3.046385e+01 -0.008621354 0.6927131 -0.88043469 0.073217193
    > 124 3.046385e+01 -0.008621354 0.6927131 -0.88043469 0.073217193
    > 125 3.010736e+01 0.010205350 0.5490514 8.13911353 0.022949897
    > 126 8.089311e+01 0.017363995 0.4411281 4.83061372 0.042575933
    > 127 8.089311e+01 0.017363995 0.4411281 4.83061372 0.042575933
    > 128 8.089311e+01 0.017363995 0.4411281 4.07296207 0.042575933
    > 129 6.445706e+01 0.019641156 0.4675692 6.41231853 0.031123173
    > 130 6.445706e+01 0.019641156 0.4675692 6.41231853 0.031123173
    > 131 6.445706e+01 0.019641156 0.4675692 6.41231853 0.031123173
    > 132 6.445706e+01 0.019641156 0.5659923 6.41231853 0.031123173
    > 133 6.445706e+01 0.019641156 0.5659923 8.76398641 0.057170942
    > 134 6.445706e+01 0.019641156 0.5659923 8.76398641 0.057170942
    > 135 6.445706e+01 0.019641156 0.5659923 8.76398641 0.057170942
    > 136 6.445706e+01 0.019641156 0.5659923 8.76398641 0.057170942
    > 137 6.445706e+01 0.019641156 0.5659923 8.76398641 0.057170942
    > 138 6.445706e+01 0.019641156 0.5659923 8.76398641 0.057170942
    > 139 6.445706e+01 0.019641156 0.5659923 8.76398641 0.057170942
    > 140 6.445706e+01 0.019641156 0.5659923 8.76398641 0.057170942
    > 141 3.070858e+01 0.022929044 0.8494830 5.65561625 0.044800466
    > 142 3.070858e+01 0.022929044 0.9163159 6.89087247 0.044800466
    > 143 4.192401e+01 0.021812337 0.9902184 8.90838277 0.057118568
    > 144 3.070858e+01 0.022929044 0.9163159 6.89087247 0.076500928
    > 145 1.503814e+01 0.026712057 0.4404388 -0.72198584 0.085499527
    > 146 3.070858e+01 0.022929044 0.9163159 2.96221262 0.094263232
    > 147 3.070858e+01 0.022929044 0.9163159 2.96221262 0.094263232
    > 148 3.070858e+01 0.022929044 0.9163159 2.96221262 0.094263232
    > 149 3.070858e+01 0.022929044 0.9163159 2.96221262 0.132588061
    > 150 9.335003e+00 0.028220629 0.3638060 8.44082493 0.182727140
    > 151 2.292363e+01 0.023965844 0.7108383 8.77833625 0.217884579
    > 152 1.333014e+01 0.025550335 0.7899344 -0.04599239 0.312998840
    > 153 1.333014e+01 0.025550335 0.7899344 -0.04599239 0.312998840
    > 154 1.333014e+01 0.025550335 0.7899344 -0.04599239 0.312998840
    > 155 1.333014e+01 0.025550335 0.7899344 -0.04599239 0.312998840
    > 156 1.333014e+01 0.025550335 0.7899344 -0.04599239 0.312998840
    > 157 1.333014e+01 0.025550335 0.7899344 3.02675880 0.312998840
    > 158 1.333014e+01 0.025550335 0.7899344 3.02675880 0.312998840
    > 159 1.333014e+01 0.025550335 0.7899344 3.02675880 0.312998840
    > 160 1.333014e+01 0.025550335 0.7899344 3.02675880 0.312998840
    > 161 1.333014e+01 0.025550335 0.7899344 3.02675880 0.312998840
    > 162 9.905019e+00 0.025004847 0.8971159 4.35188282 0.450368187
    > 163 9.905019e+00 0.025004847 0.8971159 4.35188282 0.450368187
    > 164 9.905019e+00 0.025004847 0.8971159 4.35188282 0.450368187
    > 165 9.905019e+00 0.025004847 0.8971159 4.35188282 0.475240912
    > 166 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 167 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 168 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 169 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 170 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 171 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 172 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 173 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 174 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 175 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 176 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 177 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 178 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 179 9.905019e+00 0.025103426 0.9861710 4.35188282 0.475240912
    > 180 6.513224e+00 0.024304995 0.7529908 8.68006253 0.715988214
    > 181 6.513224e+00 0.024304995 0.7529908 8.68006253 0.715988214
    > 182 6.513224e+00 0.024304995 0.7529908 8.68006253 0.715988214
    > 183 5.279451e+00 0.028455825 0.9611446 6.37414433 0.496644906
    > 184 5.279451e+00 0.028455825 0.9611446 6.37414433 0.496644906
    > 185 5.279451e+00 0.028455825 0.9611446 6.37414433 0.496644906
    > 186 5.279451e+00 0.028455825 0.9611446 6.37414433 0.496644906
    > 187 5.279451e+00 0.028455825 0.9611446 6.37414433 0.496644906
    > 188 5.279451e+00 0.028455825 0.9611446 6.37414433 0.496644906
    > 189 6.513224e+00 0.024304995 0.9054338 8.36639473 0.715988214
    > 190 6.513224e+00 0.024304995 0.9689506 7.29355209 0.715988214
    > 191 6.513224e+00 0.024304995 0.9689506 7.29355209 0.715988214
    > 192 6.513224e+00 0.024304995 0.9689506 7.29355209 0.732752310
    > 193 6.513224e+00 0.024304995 0.9689506 7.29355209 0.732752310
    > 194 6.513224e+00 0.024304995 0.9689506 7.29355209 0.732752310
    > 195 6.513224e+00 0.024304995 0.9689506 7.29355209 0.732752310
    > 196 6.513224e+00 0.024304995 0.9689506 7.29355209 0.732752310
    > 197 6.513224e+00 0.024304995 0.9689506 7.29355209 0.732752310
    > 198 6.513224e+00 0.024304995 0.9689506 7.29355209 0.732752310
    > 199 6.513224e+00 0.024304995 0.9689506 7.29355209 0.732752310
    > 200 6.513224e+00 0.024304995 0.9689506 7.29355209 0.732752310
    10391,10405c10363,10377
    < [126] 5.569889e+07 5.569889e+07 5.568642e+07 4.719921e+07 4.719921e+07
    < [131] 4.719921e+07 4.717793e+07 4.661444e+07 4.661444e+07 4.661444e+07
    < [136] 4.661444e+07 4.661444e+07 4.661444e+07 4.661444e+07 4.661444e+07
    < [141] 4.478040e+07 4.476172e+07 4.115903e+07 3.945579e+07 3.834165e+07
    < [146] 3.700342e+07 3.700342e+07 3.700342e+07 3.468753e+07 3.309358e+07
    < [151] 3.054590e+07 2.212917e+07 2.212917e+07 2.212917e+07 2.212917e+07
    < [156] 2.212917e+07 2.114378e+07 2.114378e+07 2.114378e+07 2.114378e+07
    < [161] 2.114378e+07 1.644006e+07 1.644006e+07 1.644006e+07 1.378324e+07
    < [166] 1.376406e+07 1.376406e+07 1.376406e+07 1.376406e+07 1.376406e+07
    < [171] 1.376406e+07 1.376406e+07 1.376406e+07 1.376406e+07 1.376406e+07
    < [176] 1.376406e+07 1.376406e+07 1.376406e+07 1.376406e+07 1.190688e+07
    < [181] 1.190688e+07 1.190688e+07 1.190688e+07 1.190688e+07 1.190688e+07
    < [186] 1.190688e+07 1.190688e+07 1.179545e+07 9.622769e+06 9.194622e+06
    < [191] 9.194622e+06 9.194622e+06 9.194622e+06 9.194622e+06 8.064226e+06
    < [196] 8.064226e+06 4.930326e+06 4.930326e+06 4.930326e+06 4.930326e+06
    ---
    > [126] 5.569893e+07 5.569893e+07 5.568647e+07 4.719919e+07 4.719919e+07
    > [131] 4.719919e+07 4.717791e+07 4.661437e+07 4.661437e+07 4.661437e+07
    > [136] 4.661437e+07 4.661437e+07 4.661437e+07 4.661437e+07 4.661437e+07
    > [141] 4.478042e+07 4.476174e+07 4.115903e+07 3.945580e+07 3.834152e+07
    > [146] 3.700342e+07 3.700342e+07 3.700342e+07 3.468752e+07 3.309333e+07
    > [151] 3.054562e+07 2.212888e+07 2.212888e+07 2.212888e+07 2.212888e+07
    > [156] 2.212888e+07 2.114362e+07 2.114362e+07 2.114362e+07 2.114362e+07
    > [161] 2.114362e+07 1.644080e+07 1.644080e+07 1.644080e+07 1.378353e+07
    > [166] 1.376394e+07 1.376394e+07 1.376394e+07 1.376394e+07 1.376394e+07
    > [171] 1.376394e+07 1.376394e+07 1.376394e+07 1.376394e+07 1.376394e+07
    > [176] 1.376394e+07 1.376394e+07 1.376394e+07 1.376394e+07 1.190868e+07
    > [181] 1.190868e+07 1.190868e+07 1.190704e+07 1.190704e+07 1.190704e+07
    > [186] 1.190704e+07 1.190704e+07 1.190704e+07 1.084682e+07 9.801270e+06
    > [191] 9.801270e+06 8.872296e+06 8.872296e+06 8.872296e+06 8.872296e+06
    > [196] 8.872296e+06 8.872296e+06 8.872296e+06 8.872296e+06 8.872296e+06
    10409,10458c10381,10430
    < [1,] 5.210746 0.03103648 0.8812415 0.2247682 0.24230014
    < [2,] 8.374159 0.01974899 0.6108447 1.6358870 0.96689576
    < [3,] 16.544185 0.02498746 0.8541375 2.8447497 0.23992280
    < [4,] 64.572091 0.01939822 0.9381541 4.9373973 0.05629976
    < [5,] 6.146887 0.02691322 0.6896020 4.0751060 0.63526176
    < [6,] 6.513446 0.02430499 0.9559853 4.5944454 0.71598821
    < [7,] 11.517117 0.02521782 0.8105398 3.4812813 0.40922314
    < [8,] 5.279615 0.02845583 0.9611446 6.3741443 0.49664491
    < [9,] 6.700266 0.03105187 0.9919474 0.6691809 0.10647645
    < [10,] 38.673410 0.01868273 0.8234271 8.8757097 0.38315971
    < [11,] 3.916182 0.02883392 0.8028195 8.8541496 0.60142184
    < [12,] 8.187547 0.02285611 0.7022263 4.2251737 0.76874392
    < [13,] 10.519378 0.02798454 0.9395157 5.4957647 0.16887528
    < [14,] 10.140917 0.02226361 0.8259916 7.9318203 0.82992674
    < [15,] 3.166392 0.03028630 0.7893505 4.3925217 0.64575133
    < [16,] 4.194914 0.02337065 0.6990603 3.3620422 1.01098454
    < [17,] 20.298014 0.02046530 0.6670331 0.6191542 0.51912223
    < [18,] 7.497769 0.02530944 0.7651724 4.9226904 0.61857943
    < [19,] 2.633275 0.02519790 0.8249950 0.1177517 0.99426252
    < [20,] 13.330242 0.02555034 0.8853308 4.3682322 0.31299884
    < [21,] 16.842556 0.02588995 0.9611409 2.2157019 0.09301347
    < [22,] 3.967187 0.02715669 0.6970834 2.6612708 0.74386394
    < [23,] 17.559611 0.01969504 0.7012553 4.3428575 0.61711409
    < [24,] 22.499637 0.02109657 0.7764888 8.1355977 0.45555047
    < [25,] 7.098826 0.02422636 0.8740128 8.5821963 0.68271851
    < [26,] 9.334962 0.02822063 0.8475503 2.4407787 0.29031954
    < [27,] 17.377999 0.02314545 0.7338292 5.8160449 0.44173745
    < [28,] 11.941939 0.02674733 0.7769818 9.9659370 0.32076423
    < [29,] 27.508269 0.01661436 0.9509406 2.3507892 0.56764585
    < [30,] 5.641245 0.02278668 0.6263004 3.8167029 0.90755170
    < [31,] 3.763247 0.02445867 0.6795768 9.7150846 0.95770377
    < [32,] 11.226992 0.02376209 0.6809252 7.6703374 0.58554795
    < [33,] 15.488168 0.02170575 0.6377178 0.4188399 0.50748633
    < [34,] 31.594302 0.01983810 0.6956535 1.8184444 0.44264098
    < [35,] 30.708591 0.02292904 0.9324094 2.9622126 0.13258806
    < [36,] 109.857540 0.01175817 0.8191009 1.5978329 0.35240226
    < [37,] 24.265724 0.02382458 0.9348058 5.7391807 0.20173201
    < [38,] 3.076585 0.02396584 0.5422099 2.7613237 1.09346205
    < [39,] 61.427795 0.01784484 0.7424938 0.7425275 0.28840213
    < [40,] 7.770937 0.02584579 0.6082080 0.1422563 0.53841963
    < [41,] 2.811587 0.02637460 0.5575683 3.3328609 0.85630949
    < [42,] 20.578056 0.02266457 0.7565866 7.0316708 0.30513269
    < [43,] 16.615334 0.02242969 0.7966023 1.7759896 0.44576472
    < [44,] 14.672876 0.02429926 0.9902184 5.0437248 0.38582473
    < [45,] 18.063560 0.02136260 0.8432907 0.3366089 0.46207048
    < [46,] 20.655078 0.02302839 0.8561484 -0.7672744 0.23841889
    < [47,] 12.365835 0.02797096 0.9945342 6.2939244 0.14749573
    < [48,] 8.601100 0.01907461 0.5154766 6.4306967 1.02087277
    < [49,] 9.580012 0.02497060 0.7739803 2.8244452 0.52834174
    < [50,] 14.757660 0.01611163 0.7853017 1.4612003 0.94975299
    ---
    > [1,] 5.210716 0.03111842 0.8509890 4.7067054 0.24230014
    > [2,] 8.615275 0.01948492 0.7173547 0.7432040 0.96689576
    > [3,] 30.766817 0.02024495 0.8853414 9.1802545 0.40169934
    > [4,] 64.571840 0.01939822 0.9381541 1.8780242 0.05629976
    > [5,] 21.955758 0.02136581 0.7295175 7.7277680 0.48243073
    > [6,] 6.513224 0.02454722 0.9070993 7.2935521 0.73275231
    > [7,] 11.516964 0.02521782 0.8105398 3.9124294 0.35494367
    > [8,] 5.279451 0.02845583 0.8600253 2.4273653 0.49664491
    > [9,] 6.700125 0.03105187 0.9919474 1.0097359 0.10647645
    > [10,] 38.673333 0.01868273 0.8234271 8.8757097 0.38315971
    > [11,] 5.076095 0.02652445 0.9709789 6.1693544 0.60243602
    > [12,] 8.187300 0.02285611 0.7659135 3.7814855 0.76874392
    > [13,] 8.911919 0.02267100 0.8980953 4.2428404 0.71176491
    > [14,] 12.177572 0.01980802 0.7578927 -0.6204995 0.77699699
    > [15,] 3.166152 0.03033822 0.7811987 5.8252897 0.64575133
    > [16,] 6.231706 0.02108929 0.6990603 3.6176786 1.01282427
    > [17,] 18.975940 0.02046530 0.6670331 0.6191542 0.51912223
    > [18,] 6.708035 0.02530944 0.8128023 7.5189527 0.61857943
    > [19,] 15.637422 0.01745254 0.8249950 9.2432815 0.91659458
    > [20,] 13.330143 0.02555034 0.9261481 6.1658968 0.31299884
    > [21,] 16.842334 0.02588995 0.9469442 0.7234820 0.09301347
    > [22,] 3.966920 0.02554315 0.8506977 2.8627284 0.74386394
    > [23,] 16.979116 0.02358593 0.7435031 4.3428575 0.40438723
    > [24,] 36.616035 0.01538560 0.9271416 2.7233311 0.56990012
    > [25,] 7.098748 0.02422636 0.8740128 6.4786887 0.69612979
    > [26,] 9.335003 0.02822063 0.8992285 2.4407787 0.31154019
    > [27,] 16.390808 0.02314545 0.9035351 7.2257810 0.45159945
    > [28,] 11.941869 0.02674733 0.7769818 9.9659370 0.32076423
    > [29,] 27.508005 0.01661436 0.9125515 2.3507892 0.55788414
    > [30,] 4.653995 0.02465242 0.7928235 1.9719684 0.73207705
    > [31,] 10.120176 0.02078651 0.7763744 2.7489117 0.85516449
    > [32,] 14.223288 0.02278363 0.9631202 8.4857050 0.51826756
    > [33,] 15.487983 0.02170575 0.7528635 1.8408505 0.50748633
    > [34,] 82.066746 0.01732932 0.7816111 6.6156054 0.13671597
    > [35,] 30.708580 0.02292904 0.9324094 2.9622126 0.13258806
    > [36,] 109.857347 0.01175817 0.8747677 7.0434180 0.40331445
    > [37,] 24.265604 0.02382458 0.7817069 6.6876875 0.20173201
    > [38,] 9.731680 0.02396584 0.7667437 8.8211590 0.64639960
    > [39,] 78.062967 0.01627477 0.7002069 9.1590100 0.30707064
    > [40,] 21.809128 0.02088371 0.9184441 7.3797074 0.44960931
    > [41,] 42.313115 0.02224727 0.7409379 8.6591564 0.08376936
    > [42,] 6.397889 0.02044362 0.9958908 8.1949725 0.99455947
    > [43,] 16.615172 0.02310977 0.7966023 4.4800341 0.42234487
    > [44,] 14.672763 0.02434663 0.7885473 7.2030102 0.38582473
    > [45,] 18.063238 0.02136260 0.8800272 2.1269473 0.46207048
    > [46,] 6.413615 0.02403730 0.8758617 4.2919471 0.73947419
    > [47,] 12.365856 0.02797096 0.9865474 5.4518693 0.14749573
    > [48,] 8.600769 0.02008366 0.6204167 8.6586466 1.03428405
    > [49,] 9.579817 0.02497060 0.9734012 6.4812123 0.47329118
    > [50,] 107.452972 0.01611163 0.9681443 5.2897967 0.06281424
    10469c10441
    < 3.96718728 0.02715669 0.69708341 2.66127075 0.74386394
    ---
    > 6.51322428 0.02454722 0.90709932 7.29355209 0.73275231
    10476c10448
    < 0.2731292
    ---
    > 0.1205756
    10495,10581c10467,10547
    < [1] 17.20150 23.95384 11.05442 24.34533 26.26435 25.86047
    < [7] 15.56644 12.49048 37.71802 27.53573 31.15524 30.16115
    < [13] 22.73753 41.70236 38.23618 21.93298 26.85816 30.92371
    < [19] 23.71294 34.47919 18.07878 19.99749 24.05290 34.00330
    < [25] 37.96762 41.37858 46.28332 46.50736 48.55058 46.82996
    < [31] 53.56070 30.26852 46.69190 51.13980 74.58678 34.79312
    < [37] 54.10522 38.22569 53.80837 30.34835 62.87311 70.32874
    < [43] 35.80147 36.63059 37.35633 78.55801 70.11947 62.73698
    < [49] 75.72188 48.25587 87.03821 99.31602 61.80756 65.27407
    < [55] 134.19694 78.49170 71.44592 59.36570 124.07468 78.64092
    < [61] 60.23366 84.90927 116.10167 125.86657 93.91236 95.75071
    < [67] 142.92174 183.47142 142.59833 120.81023 147.99023 105.04913
    < [73] 123.19684 119.57599 234.98267 133.39216 217.03811 159.07702
    < [79] 175.73358 311.54028 189.62914 235.96291 166.10932 202.31711
    < [85] 211.62578 257.63086 187.25609 176.15748 189.69796 201.92652
    < [91] 166.83217 231.21508 174.40913 210.16563 248.35300 325.29176
    < [97] 308.84736 238.58992 346.81037 462.96517 382.83756 237.57084
    < [103] 341.65558 235.54102 446.18399 420.37285 388.11080 393.57557
    < [109] 342.22644 315.81165 231.22733 340.60829 450.23948 497.08235
    < [115] 284.35462 454.26758 248.40251 312.42801 614.54314 720.56980
    < [121] 339.07405 180.87571 640.74837 419.06641 613.99229 698.67084
    < [127] 575.90937 435.24532 833.48650 479.10504 1250.58021 663.11278
    < [133] 899.56076 674.64976 817.29579 594.40308 444.98316 854.73327
    < [139] 684.72198 615.83778 617.97248 1133.49815 434.87400 760.10064
    < [145] 972.42155 411.27088 998.51334 953.85097 1396.87552 1044.73510
    < [151] 1621.23323 1442.08650 1639.64764 1098.67551 2214.29076 1784.42332
    < [157] 900.94563 768.37116 2214.39045 1704.88909 1524.86253 946.40200
    < [163] 1518.22854 1710.29498 2711.64568 1921.17479 1910.62639 1463.23696
    < [169] 1656.06594 1788.62097 2037.05110 1499.24155 2321.92446 2275.33120
    < [175] 2017.30992 1726.14664 3047.34896 2339.30046 2393.83723 2027.68877
    < [181] 3652.88455 1904.89022 2270.98015 2422.94058 2571.44745 3770.16030
    < [187] 3841.12639 3272.72551 2529.54519 4638.32077 3889.88315 2094.97659
    < [193] 3405.33750 1728.21487 2433.28315 2116.95701 3813.67258 2590.31814
    < [199] 4592.45053 4770.47620
    <
    < $residuals
    < [1] -8.4093817 -8.1254319 -5.4062302 -9.0521935 -8.7785945
    < [6] -10.1359936 -6.0475776 -4.9509313 -10.9242015 -12.8822757
    < [11] -11.0389890 -10.4419085 -12.2418436 -12.8881545 -14.5077343
    < [16] -9.1477944 -13.3979545 -13.0000043 -11.9659907 -13.8136974
    < [21] -7.6373569 -7.8897099 -11.2969219 -16.1802449 -11.6800144
    < [26] -14.8060816 -17.2258978 -16.5360593 -20.5778597 -14.6578970
    < [31] -15.8695553 -15.2960227 -18.3354115 -11.8527514 -21.0049590
    < [36] -16.5740254 -21.1075395 -18.5667730 -20.2584678 -14.6551781
    < [41] -20.8311133 -23.1336519 -19.6294844 -15.3578107 -19.7281630
    < [46] -25.1851173 -26.3012120 -25.5796595 -13.6407623 -16.0936506
    < [51] -29.9686292 -26.6728844 -24.5890757 -18.4448402 -27.0724177
    < [56] -30.2306737 -20.9736797 -25.8310465 -33.1886516 -31.1053955
    < [61] -30.6586356 -29.1529691 -30.3131557 -39.3534733 -39.0249363
    < [66] -30.3798208 -34.8116419 -30.9611457 -45.4842664 -42.1772811
    < [71] -42.9398032 -43.7169196 -42.3230842 -46.2165470 -31.8567419
    < [76] -47.7840620 -43.8083042 -46.4991610 -52.3615233 -4.3848534
    < [81] -49.9476477 -52.6663227 -39.1401595 -49.1747071 -59.3261772
    < [86] -44.4441466 -64.8386027 -62.5865979 -53.3831505 -65.5001440
    < [91] -44.3629666 -68.7186054 -55.6919268 -66.5015499 -53.6795784
    < [96] -68.9571966 -75.5877191 -66.3491104 -74.1051599 -47.4396004
    < [101] -65.6746797 -84.9675382 -78.6419041 -83.2171982 -72.6398245
    < [106] -70.7974904 -42.6553526 -93.7575528 -91.7247849 -47.0979108
    < [111] -83.1287140 -72.0556127 -32.5315755 -99.4438119 -89.6648257
    < [116] -60.8543539 -99.7731924 -78.6017541 -95.6253379 -27.3583365
    < [121] -67.8649457 -57.9687000 -98.7314839 -74.0485130 -101.5897836
    < [126] -118.4599440 -108.2793239 -148.1605290 -99.4107788 -108.3351088
    < [131] 91.9379065 -141.5189370 -105.5412854 -108.0901559 -145.8145923
    < [136] 32.6971062 -174.7276351 -137.5631202 -185.2049055 -127.0158901
    < [141] -194.3616173 -66.9264001 -117.2238271 -128.8580847 -37.8876738
    < [146] -146.9256385 -192.4546639 -212.7886358 -112.1891867 -87.2983447
    < [151] 159.6528661 -134.5685413 -44.8727457 -186.2770348 170.1843105
    < [156] 114.9987167 -199.2874927 -282.3201393 190.9999558 -32.8119784
    < [161] -91.8771708 -265.0215261 64.7698412 -204.1666693 197.0196281
    < [166] 174.5918210 -207.1145643 -325.4409092 -263.5677031 -13.2403780
    < [171] -243.8026322 415.4454798 -186.6041386 -158.4337633 63.2276538
    < [176] -207.0925145 46.3323508 -40.4394279 -0.7283405 -367.5423186
    < [181] 962.2393936 51.5175430 -337.8225391 -294.1905740 -196.1082975
    < [186] 69.7757114 55.7995054 -30.0330658 -422.5805227 444.4787944
    < [191] -79.4927252 -585.3498780 -337.1006942 -587.8511432 -126.0726560
    < [196] -385.2178859 -123.8314568 40.0202001 -27.0124996 712.0587171
    <
    < $rss
    < [1] 4930326
    <
    < $cov.unscaled
    < gamma lambda delta rho nu
    < gamma 8.116047e-06 -6.993043e-09 1.620072e-07 2.425004e-06 -3.405870e-07
    < lambda -6.993043e-09 8.552266e-12 -3.171824e-11 -1.492613e-10 1.039939e-10
    < delta 1.620072e-07 -3.171824e-11 5.204134e-08 4.953017e-07 -1.368212e-08
    < rho 2.425004e-06 -1.492613e-10 4.953017e-07 1.196644e-05 -1.961520e-07
    < nu -3.405870e-07 1.039939e-10 -1.368212e-08 -1.961520e-07 2.936830e-08
    ---
    > [1] 26.68910 38.20099 16.41887 36.97780 40.21006 41.85766
    > [7] 22.69251 18.16263 57.81064 44.29379 47.77890 44.72949
    > [13] 35.54810 65.39628 59.34841 33.21110 40.78003 46.14530
    > [19] 34.11157 50.82442 25.58297 31.54764 35.63494 51.17282
    > [25] 53.35930 58.07923 70.85427 71.29211 74.39453 65.60503
    > [31] 75.56818 42.81402 66.89347 69.81968 108.48610 49.42510
    > [37] 81.05715 56.76268 79.49031 41.92634 86.47882 98.45838
    > [43] 53.04335 48.59634 55.04210 106.71533 102.26571 86.51842
    > [49] 100.11028 62.99510 122.76640 133.16954 84.79296 85.80131
    > [55] 189.18506 105.78416 91.70020 83.22499 166.30982 107.90380
    > [61] 84.97418 109.07124 150.91955 172.67557 131.61137 121.06076
    > [67] 185.40571 238.17474 195.52853 158.61819 195.42672 144.86130
    > [73] 163.75669 155.58298 298.24795 174.06584 290.23756 200.11071
    > [79] 233.00200 382.02416 237.20884 314.23484 200.25669 248.33121
    > [85] 280.73871 314.47534 244.60431 223.47958 236.45982 260.84327
    > [91] 200.49386 299.76145 212.59761 253.56782 301.75974 418.31382
    > [97] 390.64671 292.90802 434.63808 586.93758 463.34775 291.28505
    > [103] 411.56501 282.18468 559.98714 517.25123 450.67758 479.40999
    > [109] 403.33485 358.27653 263.78603 393.05325 499.46949 610.66175
    > [115] 329.31741 503.87341 283.08404 343.99999 730.25626 834.51149
    > [121] 368.54406 196.80526 731.29088 452.69856 684.96538 824.76679
    > [127] 633.48882 519.03252 983.19332 514.81984 1442.07338 768.61231
    > [133] 1020.39713 721.06038 949.72610 619.92578 519.19723 935.87838
    > [139] 789.74012 643.97728 689.35058 1208.08760 454.38804 787.23238
    > [145] 994.62118 424.23061 1094.35045 1076.44468 1544.98450 1061.66545
    > [151] 1639.29785 1602.66221 1800.16396 1134.94067 2425.07257 1793.99506
    > [157] 907.51610 851.16299 2341.96586 1771.22082 1519.74884 957.27854
    > [163] 1474.08809 1781.63691 2884.86699 1854.05211 2047.17083 1570.52701
    > [169] 1676.17072 1756.81155 2156.01249 1417.95127 2414.51580 2266.18798
    > [175] 1904.21159 1649.01026 3072.85320 2223.73699 2260.11389 2019.50712
    > [181] 3381.27228 1759.17881 2295.59210 2336.04683 2432.04293 3834.85318
    > [187] 3852.15444 3083.84029 2453.70365 4475.96728 3904.09482 2113.58153
    > [193] 3367.36106 1726.92051 2185.27293 1917.71147 3525.50313 2298.18942
    > [199] 4350.94253 4343.63745
    >
    > $residuals
    > [1] -17.896979 -22.372586 -10.770682 -21.684671 -22.724301 -26.133179
    > [7] -13.173654 -10.623082 -31.016827 -29.640333 -27.662649 -25.010246
    > [13] -25.052409 -36.582073 -35.619961 -20.425909 -27.319824 -28.221595
    > [19] -22.364620 -30.158925 -15.141548 -19.439863 -22.878971 -33.349761
    > [25] -27.071691 -31.506731 -41.796853 -41.320814 -46.421814 -33.432970
    > [31] -37.877036 -27.841520 -38.536981 -30.532631 -54.904282 -31.206003
    > [37] -48.059472 -37.103760 -45.940415 -26.233169 -44.436827 -51.263291
    > [43] -36.871360 -27.323562 -37.413930 -53.342438 -58.447450 -49.361099
    > [49] -38.029158 -30.832886 -65.696827 -60.526397 -47.574472 -38.972083
    > [55] -82.060538 -57.523127 -41.227959 -49.690332 -75.423791 -60.368276
    > [61] -55.399160 -53.314939 -65.131038 -86.162477 -76.723953 -55.689868
    > [67] -77.295617 -85.664467 -98.414463 -79.985238 -90.376287 -83.529096
    > [73] -82.882942 -82.223534 -95.122017 -88.457742 -117.007754 -87.532852
    > [79] -109.629940 -74.868740 -97.527352 -130.938251 -73.287529 -95.188802
    > [85] -128.439114 -101.288627 -122.186819 -109.908704 -100.145009 -124.416890
    > [91] -78.024654 -137.264978 -93.880412 -109.903741 -107.086318 -161.979254
    > [97] -157.387066 -120.667216 -161.932875 -171.412009 -146.184873 -138.681750
    > [103] -148.551338 -129.860860 -186.442968 -167.675872 -105.222132 -179.591978
    > [109] -152.833202 -89.562797 -115.687419 -124.500570 -81.761583 -213.023209
    > [115] -134.627612 -110.460189 -134.454715 -110.173727 -211.338462 -141.300030
    > [121] -97.334960 -73.898255 -189.273990 -107.680660 -172.562882 -244.555893
    > [127] -165.858768 -231.947723 -249.117606 -144.049906 -99.555264 -247.018466
    > [133] -226.377657 -154.500776 -278.244911 7.174406 -248.941708 -218.708236
    > [139] -290.223041 -155.155390 -265.739725 -141.515850 -136.737872 -155.989828
    > [145] -60.087300 -159.885375 -288.291782 -335.382342 -260.298174 -104.228698
    > [151] 141.588245 -295.144245 -205.389074 -222.542190 -40.597498 105.426976
    > [157] -205.857965 -365.111971 63.424541 -99.143714 -86.763477 -275.898064
    > [163] 108.910293 -275.508599 23.798322 241.714494 -343.659002 -432.730968
    > [169] -283.672482 18.569048 -362.764014 496.735756 -279.195474 -149.290543
    > [175] 176.325989 -129.956135 20.828102 75.124042 132.995002 -359.360667
    > [181] 1233.851660 197.228953 -362.434496 -207.296820 -56.703775 5.082834
    > [187] 44.771458 158.852160 -346.738975 606.832281 -93.704391 -603.954819
    > [193] -299.124253 -586.556776 121.937559 -185.972345 164.337996 332.148912
    > [199] 214.495508 1138.897470
    >
    > $rss
    > [1] 8439157
    >
    > $cov.unscaled
    > gamma lambda delta rho nu
    > gamma 1.787688e-05 -9.412236e-09 3.626476e-07 1.531432e-05 -4.746797e-07
    > lambda -9.412236e-09 7.210441e-12 5.560211e-11 1.688916e-09 7.596390e-11
    > delta 3.626476e-07 5.560211e-11 2.059870e-07 7.726760e-06 -2.885973e-08
    > rho 1.531432e-05 1.688916e-09 7.726760e-06 3.230570e-04 -1.085665e-06
    > nu -4.746797e-07 7.596390e-11 -2.885973e-08 -1.085665e-06 2.682531e-08
    10594c10560
    < 3.96719 0.02716 0.69708 2.66127 0.74386
    ---
    > 6.51322 0.02455 0.90710 7.29355 0.73275
    10596c10562
    < Elasticity of Substitution: 0.2731
    ---
    > Elasticity of Substitution: 0.1206
    10610,10614c10576,10580
    < gamma 3.9671873 0.4472961 8.869 < 2e-16 ***
    < lambda 0.0271567 0.0004592 59.144 < 2e-16 ***
    < delta 0.6970834 0.0358176 19.462 < 2e-16 ***
    < rho 2.6612708 0.5431320 4.900 9.59e-07 ***
    < nu 0.7438639 0.0269068 27.646 < 2e-16 ***
    ---
    > gamma 6.5132243 0.8685212 7.499 6.42e-14 ***
    > lambda 0.0245472 0.0005516 44.503 < 2e-16 ***
    > delta 0.9070993 0.0932297 9.730 < 2e-16 ***
    > rho 7.2935521 3.6921056 1.975 0.0482 *
    > nu 0.7327523 0.0336439 21.780 < 2e-16 ***
    10618,10619c10584,10585
    < Residual standard error: 157.0084
    < Multiple R-squared: 0.978614
    ---
    > Residual standard error: 205.4161
    > Multiple R-squared: 0.9633939
    10623c10589
    < E_1_2 (all) 0.27313 0.04052 6.741 1.57e-11 ***
    ---
    > E_1_2 (all) 0.12058 0.05368 2.246 0.0247 *
    10636c10602
    < 1.2390745175 -0.0008477743 0.7210590775 0.8059070629
    ---
    > 1.2411176003 -0.0008597236 0.7235755620 0.8044827578
    10639c10605
    < [1] 197.914
    ---
    > [1] 197.9139
    10743,10744c10709,10710
    < 85 2.271211e+02 -0.0438946945 0.5691379 8.1861773
    < 86 3.688410e+01 -0.0404967580 0.4797639 8.6207014
    ---
    > 85 2.271212e+02 -0.0438946945 0.5691379 8.1861773
    > 86 3.688412e+01 -0.0404967580 0.4797639 8.6207014
    10746,10858c10712,10824
    < 88 8.227426e+01 -0.0317541607 0.2849992 8.1861773
    < 89 1.580860e+01 -0.0287567809 0.5880657 6.9256965
    < 90 1.106137e+01 -0.0116900112 0.6253353 8.5177514
    < 91 1.106137e+01 -0.0116900112 0.6253353 8.5177514
    < 92 1.106137e+01 -0.0116900112 0.6253353 8.5177514
    < 93 1.106137e+01 -0.0116900112 0.6253353 8.5177514
    < 94 1.106137e+01 -0.0116900112 0.6253353 8.5177514
    < 95 1.106137e+01 -0.0116900112 0.6253353 8.5177514
    < 96 1.106137e+01 -0.0116900112 0.6253353 8.5177514
    < 97 1.106137e+01 -0.0116900112 0.6253353 8.5177514
    < 98 1.106137e+01 -0.0116900112 0.6253353 8.5177514
    < 99 1.106137e+01 -0.0116900112 0.6253353 8.5177514
    < 100 1.106137e+01 -0.0116900112 0.6253353 8.5177514
    < 101 1.148625e+00 0.0031623416 0.5666826 7.3195723
    < 102 1.148625e+00 0.0031623416 0.5666826 7.3195723
    < 103 1.148625e+00 0.0031623416 0.6448063 7.3195723
    < 104 1.148625e+00 0.0031623416 0.6448063 7.3195723
    < 105 1.148625e+00 0.0031623416 0.6448063 7.3195723
    < 106 1.148625e+00 0.0030607994 0.6401414 6.7175985
    < 107 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 108 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 109 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 110 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 111 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 112 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 113 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 114 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 115 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 116 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 117 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 118 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 119 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 120 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 121 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 122 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 123 1.148625e+00 -0.0016904476 0.6610355 5.5183281
    < 124 1.148625e+00 -0.0016904476 0.7477283 5.5183281
    < 125 1.148625e+00 -0.0016904476 0.7477283 5.5183281
    < 126 1.148625e+00 0.0004996566 0.7526997 6.8144172
    < 127 1.148625e+00 0.0004996566 0.7526997 6.8144172
    < 128 1.148625e+00 0.0004996566 0.7526997 6.8144172
    < 129 1.148625e+00 0.0004996566 0.7526997 6.8144172
    < 130 1.148625e+00 0.0004996566 0.7526997 6.8144172
    < 131 1.148625e+00 0.0004996566 0.7526997 6.8144172
    < 132 1.247492e+00 -0.0003066693 0.8733281 8.1541071
    < 133 1.247492e+00 -0.0003066693 0.8733281 8.1541071
    < 134 1.247492e+00 -0.0003066693 0.8733281 8.1541071
    < 135 1.247492e+00 -0.0003066693 0.8733281 8.1541071
    < 136 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 137 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 138 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 139 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 140 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 141 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 142 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 143 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 144 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 145 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 146 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 147 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 148 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 149 1.247492e+00 -0.0003066693 0.8733281 5.9732550
    < 150 1.332147e+00 -0.0009962958 0.8737147 4.8500006
    < 151 1.270683e+00 -0.0013025665 0.7377120 0.3810708
    < 152 1.223876e+00 -0.0005824626 0.7373424 1.5014314
    < 153 1.223876e+00 -0.0005824626 0.7373424 1.5014314
    < 154 1.192001e+00 -0.0004804767 0.7504460 0.8256378
    < 155 1.192001e+00 -0.0004804767 0.7504460 0.8256378
    < 156 1.192001e+00 -0.0004804767 0.7504460 0.8256378
    < 157 1.192001e+00 -0.0004559490 0.7094011 0.8256378
    < 158 1.192001e+00 -0.0004559490 0.7094011 0.8256378
    < 159 1.192001e+00 -0.0004559490 0.7094011 0.8256378
    < 160 1.192001e+00 -0.0004559490 0.7094011 0.8256378
    < 161 1.192001e+00 -0.0004559490 0.7094011 0.8256378
    < 162 1.192001e+00 -0.0004559490 0.7094011 0.8256378
    < 163 1.192001e+00 -0.0004559490 0.7323328 0.8256378
    < 164 1.192001e+00 -0.0004559490 0.7323328 0.8256378
    < 165 1.257061e+00 -0.0009204096 0.7299210 1.1684533
    < 166 1.257061e+00 -0.0009204096 0.7299210 1.1684533
    < 167 1.257061e+00 -0.0009204096 0.7299210 1.1684533
    < 168 1.257061e+00 -0.0009204096 0.7299210 1.1684533
    < 169 1.257061e+00 -0.0008394367 0.7299210 1.1684533
    < 170 1.257061e+00 -0.0008394367 0.7299210 1.1684533
    < 171 1.213725e+00 -0.0005824626 0.7238278 0.8385016
    < 172 1.213725e+00 -0.0005824626 0.7238278 0.8385016
    < 173 1.213725e+00 -0.0005824626 0.7238278 0.8385016
    < 174 1.213725e+00 -0.0005824626 0.7238278 0.8385016
    < 175 1.245839e+00 -0.0008705188 0.7337779 0.9568808
    < 176 1.245839e+00 -0.0008705188 0.7337779 0.9568808
    < 177 1.245839e+00 -0.0008705188 0.7337779 0.9568808
    < 178 1.245839e+00 -0.0008705188 0.7337779 0.9568808
    < 179 1.245839e+00 -0.0008705188 0.7337779 0.9568808
    < 180 1.245839e+00 -0.0008705188 0.7337779 0.9568808
    < 181 1.245839e+00 -0.0008705188 0.7337779 0.9568808
    < 182 1.245839e+00 -0.0008705188 0.7337779 0.9568808
    < 183 1.237522e+00 -0.0007699571 0.7185519 0.8246156
    < 184 1.237522e+00 -0.0007699571 0.7185519 0.8246156
    < 185 1.237522e+00 -0.0007699571 0.7185519 0.8246156
    < 186 1.238550e+00 -0.0008340481 0.7250875 0.7440160
    < 187 1.238550e+00 -0.0008340481 0.7250875 0.7440160
    < 188 1.238550e+00 -0.0008340481 0.7250875 0.7440160
    < 189 1.238550e+00 -0.0008340481 0.7250875 0.7440160
    < 190 1.238550e+00 -0.0008340481 0.7250875 0.7440160
    < 191 1.237841e+00 -0.0008450310 0.7138728 0.7504069
    < 192 1.237841e+00 -0.0008450310 0.7138728 0.7504069
    < 193 1.241054e+00 -0.0008797066 0.7235756 0.8044828
    < 194 1.241054e+00 -0.0008797066 0.7235756 0.8044828
    < 195 1.241054e+00 -0.0008797066 0.7235756 0.8044828
    < 196 1.241054e+00 -0.0008797066 0.7235756 0.8044828
    < 197 1.243635e+00 -0.0009047906 0.7226201 0.7746136
    < 198 1.241054e+00 -0.0008658538 0.7235756 0.8044828
    < 199 1.241054e+00 -0.0008658538 0.7235756 0.8044828
    < 200 1.241054e+00 -0.0008658538 0.7235756 0.8044828
    ---
    > 88 8.227428e+01 -0.0317541607 0.2849992 8.1861773
    > 89 1.580859e+01 -0.0287567809 0.5880657 6.9256965
    > 90 1.106138e+01 -0.0116900112 0.6253353 8.5177514
    > 91 1.106138e+01 -0.0116900112 0.6253353 8.5177514
    > 92 1.106138e+01 -0.0116900112 0.6253353 8.5177514
    > 93 1.106138e+01 -0.0116900112 0.6253353 8.5177514
    > 94 1.106138e+01 -0.0116900112 0.6253353 8.5177514
    > 95 1.106138e+01 -0.0116900112 0.6253353 8.5177514
    > 96 1.106138e+01 -0.0116900112 0.6253353 8.5177514
    > 97 1.106138e+01 -0.0116900112 0.6253353 8.5177514
    > 98 1.106138e+01 -0.0116900112 0.6253353 8.5177514
    > 99 1.106138e+01 -0.0116900112 0.6253353 8.5177514
    > 100 1.106138e+01 -0.0116900112 0.6253353 8.5177514
    > 101 1.148616e+00 0.0031623416 0.5666826 7.3195723
    > 102 1.148616e+00 0.0031623416 0.5666826 7.3195723
    > 103 1.148616e+00 0.0031623416 0.6448063 7.3195723
    > 104 1.148616e+00 0.0031623416 0.6448063 7.3195723
    > 105 1.148616e+00 0.0031623416 0.6448063 7.3195723
    > 106 1.148616e+00 0.0030607994 0.6401414 6.7175985
    > 107 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 108 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 109 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 110 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 111 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 112 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 113 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 114 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 115 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 116 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 117 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 118 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 119 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 120 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 121 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 122 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 123 1.148616e+00 -0.0016904476 0.6610355 5.5183281
    > 124 1.148616e+00 -0.0016904476 0.7477283 5.5183281
    > 125 1.148616e+00 -0.0016904476 0.7477283 5.5183281
    > 126 1.148616e+00 0.0004996566 0.7526997 6.8144172
    > 127 1.148616e+00 0.0004996566 0.7526997 6.8144172
    > 128 1.148616e+00 0.0004996566 0.7526997 6.8144172
    > 129 1.148616e+00 0.0004996566 0.7526997 6.8144172
    > 130 1.148616e+00 0.0004996566 0.7526997 6.8144172
    > 131 1.148616e+00 0.0004996566 0.7526997 6.8144172
    > 132 1.247513e+00 -0.0003066693 0.8733281 8.1541071
    > 133 1.247513e+00 -0.0003066693 0.8733281 8.1541071
    > 134 1.247513e+00 -0.0003066693 0.8733281 8.1541071
    > 135 1.247513e+00 -0.0003066693 0.8733281 8.1541071
    > 136 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 137 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 138 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 139 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 140 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 141 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 142 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 143 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 144 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 145 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 146 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 147 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 148 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 149 1.247513e+00 -0.0003066693 0.8733281 5.9732550
    > 150 1.332156e+00 -0.0009962958 0.8737147 4.8500006
    > 151 1.270689e+00 -0.0013025665 0.7377120 0.3810708
    > 152 1.223848e+00 -0.0005824626 0.7373424 1.5014314
    > 153 1.223848e+00 -0.0005824626 0.7373424 1.5014314
    > 154 1.191929e+00 -0.0004804767 0.7504460 0.8256378
    > 155 1.191929e+00 -0.0004804767 0.7504460 0.8256378
    > 156 1.191929e+00 -0.0004804767 0.7504460 0.8256378
    > 157 1.191929e+00 -0.0004559490 0.7094011 0.8256378
    > 158 1.191929e+00 -0.0004559490 0.7094011 0.8256378
    > 159 1.191929e+00 -0.0004559490 0.7094011 0.8256378
    > 160 1.191929e+00 -0.0004559490 0.7094011 0.8256378
    > 161 1.191929e+00 -0.0004559490 0.7094011 0.8256378
    > 162 1.191929e+00 -0.0004559490 0.7094011 0.8256378
    > 163 1.191929e+00 -0.0004559490 0.7323328 0.8256378
    > 164 1.191929e+00 -0.0004559490 0.7323328 0.8256378
    > 165 1.257062e+00 -0.0009204096 0.7299210 1.1684533
    > 166 1.257062e+00 -0.0009204096 0.7299210 1.1684533
    > 167 1.257062e+00 -0.0009204096 0.7299210 1.1684533
    > 168 1.257062e+00 -0.0009204096 0.7299210 1.1684533
    > 169 1.257062e+00 -0.0008394367 0.7299210 1.1684533
    > 170 1.257062e+00 -0.0008394367 0.7299210 1.1684533
    > 171 1.213759e+00 -0.0005824626 0.7238278 0.8385016
    > 172 1.213759e+00 -0.0005824626 0.7238278 0.8385016
    > 173 1.213759e+00 -0.0005824626 0.7238278 0.8385016
    > 174 1.213759e+00 -0.0005824626 0.7238278 0.8385016
    > 175 1.245869e+00 -0.0008705188 0.7337779 0.9568808
    > 176 1.245869e+00 -0.0008705188 0.7337779 0.9568808
    > 177 1.245869e+00 -0.0008705188 0.7337779 0.9568808
    > 178 1.245869e+00 -0.0008705188 0.7337779 0.9568808
    > 179 1.245869e+00 -0.0008705188 0.7337779 0.9568808
    > 180 1.245869e+00 -0.0008705188 0.7337779 0.9568808
    > 181 1.245869e+00 -0.0008705188 0.7337779 0.9568808
    > 182 1.245869e+00 -0.0008705188 0.7337779 0.9568808
    > 183 1.237538e+00 -0.0007699571 0.7185519 0.8246156
    > 184 1.237538e+00 -0.0007699571 0.7185519 0.8246156
    > 185 1.237538e+00 -0.0007699571 0.7185519 0.8246156
    > 186 1.238486e+00 -0.0008340481 0.7250875 0.7440160
    > 187 1.238486e+00 -0.0008340481 0.7250875 0.7440160
    > 188 1.238486e+00 -0.0008340481 0.7250875 0.7440160
    > 189 1.238486e+00 -0.0008340481 0.7250875 0.7440160
    > 190 1.238486e+00 -0.0008340481 0.7250875 0.7440160
    > 191 1.237589e+00 -0.0008450310 0.7138728 0.7504069
    > 192 1.237589e+00 -0.0008450310 0.7138728 0.7504069
    > 193 1.241118e+00 -0.0008797066 0.7235756 0.8044828
    > 194 1.241118e+00 -0.0008797066 0.7235756 0.8044828
    > 195 1.241118e+00 -0.0008797066 0.7235756 0.8044828
    > 196 1.241118e+00 -0.0008797066 0.7235756 0.8044828
    > 197 1.243440e+00 -0.0008971278 0.7226201 0.7746136
    > 198 1.241118e+00 -0.0008597236 0.7235756 0.8044828
    > 199 1.241118e+00 -0.0008597236 0.7235756 0.8044828
    > 200 1.241118e+00 -0.0008597236 0.7235756 0.8044828
    10875,10887c10841,10853
    < [85] 1568.4543 1346.4277 1260.1396 1045.7028 746.6861 472.9190
    < [91] 472.9190 472.9190 472.9190 472.9190 472.9190 472.9190
    < [97] 472.9190 472.9190 472.9190 472.9190 219.6055 219.6055
    < [103] 219.1288 219.1288 219.1288 218.1245 214.1982 214.1982
    < [109] 214.1982 214.1982 214.1982 214.1982 214.1982 214.1982
    < [115] 214.1982 214.1982 214.1982 214.1982 214.1982 214.1982
    < [121] 214.1982 214.1982 214.1982 212.8830 212.8830 201.1708
    < [127] 201.1708 201.1708 201.1708 201.1708 201.1708 199.6434
    < [133] 199.6434 199.6434 199.6434 199.1861 199.1861 199.1861
    < [139] 199.1861 199.1861 199.1861 199.1861 199.1861 199.1861
    < [145] 199.1861 199.1861 199.1861 199.1861 199.1861 198.9373
    < [151] 198.1657 198.1378 198.1378 198.0738 198.0738 198.0738
    < [157] 198.0391 198.0391 198.0391 198.0391 198.0391 198.0391
    ---
    > [85] 1568.4544 1346.4276 1260.1396 1045.7030 746.6861 472.9193
    > [91] 472.9193 472.9193 472.9193 472.9193 472.9193 472.9193
    > [97] 472.9193 472.9193 472.9193 472.9193 219.6050 219.6050
    > [103] 219.1283 219.1283 219.1283 218.1239 214.1989 214.1989
    > [109] 214.1989 214.1989 214.1989 214.1989 214.1989 214.1989
    > [115] 214.1989 214.1989 214.1989 214.1989 214.1989 214.1989
    > [121] 214.1989 214.1989 214.1989 212.8837 212.8837 201.1710
    > [127] 201.1710 201.1710 201.1710 201.1710 201.1710 199.6431
    > [133] 199.6431 199.6431 199.6431 199.1860 199.1860 199.1860
    > [139] 199.1860 199.1860 199.1860 199.1860 199.1860 199.1860
    > [145] 199.1860 199.1860 199.1860 199.1860 199.1860 198.9373
    > [151] 198.1656 198.1379 198.1379 198.0739 198.0739 198.0739
    > [157] 198.0392 198.0392 198.0392 198.0392 198.0392 198.0392
    10889,10894c10855,10860
    < [169] 197.9736 197.9736 197.9734 197.9734 197.9734 197.9734
    < [175] 197.9326 197.9326 197.9326 197.9326 197.9326 197.9326
    < [181] 197.9326 197.9326 197.9259 197.9259 197.9259 197.9178
    < [187] 197.9178 197.9178 197.9178 197.9178 197.9167 197.9167
    < [193] 197.9150 197.9150 197.9150 197.9150 197.9149 197.9140
    < [199] 197.9140 197.9140
    ---
    > [169] 197.9736 197.9736 197.9735 197.9735 197.9735 197.9735
    > [175] 197.9325 197.9325 197.9325 197.9325 197.9325 197.9325
    > [181] 197.9325 197.9325 197.9260 197.9260 197.9260 197.9177
    > [187] 197.9177 197.9177 197.9177 197.9177 197.9167 197.9167
    > [193] 197.9149 197.9149 197.9149 197.9149 197.9142 197.9139
    > [199] 197.9139 197.9139
    10898,10937c10864,10903
    < [1,] 1.239221 -0.0008712668 0.7235036 0.8556772
    < [2,] 1.238298 -0.0008767856 0.7202401 0.7215601
    < [3,] 1.247526 -0.0008930241 0.7213789 0.7206391
    < [4,] 1.252004 -0.0008937402 0.7261938 0.8307979
    < [5,] 1.245825 -0.0008870087 0.7152226 0.7209426
    < [6,] 1.254747 -0.0009545769 0.7234101 0.8322719
    < [7,] 1.244007 -0.0008560667 0.7160174 0.8550793
    < [8,] 1.216674 -0.0006912417 0.7171271 0.6994098
    < [9,] 1.239075 -0.0008477743 0.7210591 0.8059071
    < [10,] 1.238724 -0.0007715167 0.7312209 0.9532439
    < [11,] 1.239844 -0.0008816155 0.7263312 0.7329023
    < [12,] 1.234856 -0.0008380509 0.7173471 0.8338523
    < [13,] 1.244367 -0.0008381772 0.7210646 0.9149739
    < [14,] 1.235971 -0.0007604459 0.7279779 0.8502637
    < [15,] 1.243802 -0.0008080269 0.7230509 0.8314045
    < [16,] 1.244846 -0.0008222323 0.7288569 0.8506235
    < [17,] 1.255541 -0.0008394367 0.7299050 1.0294874
    < [18,] 1.239016 -0.0008480868 0.7242104 0.6933941
    < [19,] 1.264324 -0.0009979762 0.7155079 0.8344765
    < [20,] 1.249108 -0.0008312513 0.7215125 0.9230428
    < [21,] 1.251797 -0.0009725564 0.7222740 0.6837733
    < [22,] 1.254895 -0.0009988766 0.7168271 0.7431203
    < [23,] 1.232714 -0.0008364660 0.7240273 0.7983190
    < [24,] 1.243635 -0.0009047906 0.7226201 0.7746136
    < [25,] 1.227833 -0.0007410496 0.7213663 0.8246156
    < [26,] 1.233526 -0.0008539430 0.7219462 0.6737139
    < [27,] 1.249030 -0.0008753768 0.7285826 0.8122329
    < [28,] 1.241891 -0.0008833827 0.7183868 0.7183066
    < [29,] 1.252101 -0.0009553508 0.7253825 0.8327307
    < [30,] 1.242899 -0.0007992735 0.7170228 0.8760185
    < [31,] 1.237841 -0.0008450310 0.7236654 0.8130077
    < [32,] 1.249734 -0.0009513705 0.7237827 0.8102142
    < [33,] 1.244700 -0.0008638571 0.7288640 0.8003129
    < [34,] 1.230772 -0.0008344589 0.7200503 0.6584444
    < [35,] 1.246389 -0.0009175395 0.7196764 0.6707957
    < [36,] 1.233419 -0.0008062302 0.7211743 0.7562095
    < [37,] 1.234545 -0.0008412687 0.7214217 0.7136956
    < [38,] 1.234971 -0.0008340481 0.7250875 0.7440160
    < [39,] 1.244552 -0.0009069979 0.7151870 0.8583284
    < [40,] 1.241054 -0.0008658538 0.7235756 0.8044828
    ---
    > [1,] 1.239163 -0.0008619273 0.7235036 0.8556772
    > [2,] 1.238581 -0.0008728525 0.7202401 0.7215601
    > [3,] 1.247405 -0.0008909055 0.7213789 0.7206391
    > [4,] 1.251532 -0.0008888752 0.7261938 0.8307979
    > [5,] 1.245468 -0.0008821045 0.7152226 0.7209426
    > [6,] 1.254534 -0.0009555578 0.7234101 0.8322719
    > [7,] 1.244477 -0.0008511625 0.7160174 0.8550793
    > [8,] 1.216714 -0.0006912417 0.7171271 0.6994098
    > [9,] 1.239241 -0.0008477743 0.7210591 0.8059071
    > [10,] 1.241544 -0.0007617084 0.7312209 0.9532439
    > [11,] 1.240324 -0.0008813703 0.7263312 0.7329023
    > [12,] 1.235627 -0.0008273010 0.7173471 0.8338523
    > [13,] 1.249388 -0.0009067538 0.7191673 0.9149739
    > [14,] 1.235368 -0.0007604459 0.7279779 0.8502637
    > [15,] 1.243267 -0.0008071307 0.7230509 0.8314045
    > [16,] 1.244617 -0.0008222323 0.7288569 0.8506235
    > [17,] 1.255540 -0.0008394367 0.7299050 1.0294874
    > [18,] 1.238712 -0.0008431826 0.7242104 0.6933941
    > [19,] 1.264193 -0.0009979762 0.7155079 0.8344765
    > [20,] 1.249071 -0.0008312513 0.7215125 0.9230428
    > [21,] 1.251833 -0.0009666503 0.7225461 0.6837733
    > [22,] 1.254589 -0.0009866162 0.7168271 0.7431203
    > [23,] 1.233101 -0.0008293549 0.7240273 0.7983190
    > [24,] 1.243440 -0.0008971278 0.7226201 0.7746136
    > [25,] 1.227975 -0.0007410496 0.7213663 0.8246156
    > [26,] 1.246872 -0.0009281683 0.7219462 0.6737139
    > [27,] 1.251349 -0.0008692466 0.7285826 0.8122329
    > [28,] 1.242608 -0.0008734174 0.7183868 0.7183066
    > [29,] 1.251991 -0.0009504466 0.7253825 0.8327307
    > [30,] 1.242824 -0.0007992735 0.7170228 0.8760185
    > [31,] 1.237589 -0.0008450310 0.7236654 0.8130077
    > [32,] 1.249553 -0.0009464663 0.7237827 0.8102142
    > [33,] 1.244480 -0.0008550296 0.7288640 0.8003129
    > [34,] 1.231204 -0.0008283287 0.7200503 0.6584444
    > [35,] 1.246195 -0.0009175395 0.7196764 0.6707957
    > [36,] 1.232117 -0.0008006091 0.7211743 0.7562095
    > [37,] 1.234684 -0.0008412687 0.7214217 0.7136956
    > [38,] 1.234455 -0.0008340481 0.7250875 0.7440160
    > [39,] 1.244913 -0.0009006716 0.7151870 0.8583284
    > [40,] 1.241118 -0.0008597236 0.7235756 0.8044828
    10948c10914
    < 1.2390745175 -0.0008477743 0.7210590775 0.8059070629
    ---
    > 1.2411176003 -0.0008597236 0.7235755620 0.8044827578
    10955c10921
    < 0.5537384
    ---
    > 0.5541754
    10974,11048c10940,11014
    < [1] 8.943413 14.846671 4.935181 12.822046 16.226927 12.928565 6.953822
    < [8] 5.296089 18.969084 12.173895 13.611237 12.712544 8.280707 18.128236
    < [15] 15.475918 8.208503 8.909901 10.398660 7.248289 11.195505 4.917467
    < [22] 5.162112 6.153945 9.420077 10.974062 11.814033 13.488285 12.961777
    < [29] 12.884332 11.852210 13.522682 6.067745 10.337240 11.838973 17.959228
    < [36] 6.238337 11.376421 6.568686 10.031702 5.818438 11.554952 12.798704
    < [43] 5.268777 5.511904 5.182458 12.913463 11.121829 8.782230 15.099713
    < [50] 6.315921 12.172243 14.108549 8.331455 10.058498 20.028824 8.809264
    < [57] 8.034415 6.112416 14.539488 8.490256 5.146285 8.069845 11.575972
    < [64] 12.321847 8.148795 8.257467 13.101470 17.608080 12.179015 9.295062
    < [71] 11.751787 7.396990 9.482798 7.895760 18.931644 8.479517 16.704922
    < [78] 10.059484 11.038572 23.248382 11.365157 15.172512 9.220588 11.171319
    < [85] 11.592293 14.317938 8.934824 7.871035 9.797839 8.823216 8.624364
    < [92] 10.315950 7.861279 8.058739 11.503603 13.646133 12.031480 9.346037
    < [99] 13.029509 19.114734 13.755385 6.974791 10.956869 6.414219 14.932597
    < [106] 14.012235 13.928242 11.009699 8.792532 10.359425 4.941105 9.599320
    < [113] 11.559185 12.427068 6.573479 10.285766 4.285282 5.905310 13.315842
    < [120] 17.891099 6.027238 2.643347 12.088976 7.042379 10.658629 12.261196
    < [127] 9.140778 6.194636 14.167510 6.550501 23.547295 9.708293 13.135127
    < [134] 8.809544 10.910761 10.889938 4.587412 10.176501 7.614995 6.338123
    < [141] 5.876602 12.871532 4.796691 7.207693 9.823530 2.996544 8.955437
    < [148] 8.395732 13.138503 8.852337 15.285682 12.454971 14.792988 7.907415
    < [155] 19.725379 14.284757 5.539606 4.312631 18.403841 12.996755 9.594086
    < [162] 4.818624 9.318932 9.777348 17.722948 11.255489 10.436512 7.017543
    < [169] 7.778121 10.556966 9.696231 10.935762 10.606022 9.891551 8.634081
    < [176] 6.544775 13.085025 9.080201 9.085597 6.760626 15.200991 6.397319
    < [183] 7.648488 7.431086 7.833101 12.825764 12.385137 9.636197 6.504023
    < [190] 14.152435 10.975198 4.585010 8.404970 3.454164 5.326889 4.131027
    < [197] 8.441183 5.329482 9.977635 12.622379
    <
    < $residuals
    < [1] -0.46286054 -0.51976833 0.83639330 0.02130170 0.71482008 -2.16114017
    < [7] -0.57396382 -0.31582730 1.13234189 -1.47218980 0.24905648 -0.34714927
    < [13] 1.52641435 0.55066778 1.15354017 -0.85787398 1.21762944 0.48715093
    < [19] 0.96793647 -0.27714868 1.61404202 -1.18805294 -0.39993864 -1.05493703
    < [25] -0.56966838 0.90888135 -0.28006349 0.25458343 2.37176081 0.73463003
    < [31] 0.24730481 0.96112942 0.14443309 -0.45056171 1.22188627 0.14131238
    < [37] 0.59615821 0.26460242 0.17894697 0.19772183 -1.29361643 0.56900495
    < [43] -1.14010037 0.12542569 -0.08845873 -0.20065594 -1.44877957 1.81615097
    < [49] -0.19264822 -1.61317490 -0.93366240 0.98178624 0.62798209 -0.62452996
    < [55] 0.49093805 1.04270186 0.56263056 -0.71915700 0.82505298 -0.66085795
    < [61] -0.10043998 0.86959516 -0.89884403 -0.62751195 -0.79582329 -0.22584030
    < [67] -1.58313795 0.31472210 1.22062786 0.17625656 0.46368810 -0.47518126
    < [73] -0.90108306 -0.04486005 -0.66405602 -1.03089203 -0.06199788 -0.56222032
    < [79] -0.90811495 -0.79837750 1.36394223 0.74770702 0.03746069 -0.92474049
    < [85] 0.08565546 0.45442519 -1.54542268 -0.70610354 -0.63256830 0.32723795
    < [91] -0.91804271 -0.66923527 -2.73245853 -0.05148519 -0.84844647 -0.59321227
    < [97] 0.28330564 0.60702821 0.29698435 -0.65421231 0.76668687 1.71652072
    < [103] 0.77340015 -0.86423010 0.80946561 1.38302398 -0.81488890 0.04587729
    < [109] -1.19384556 -0.99638652 -1.03704540 0.78278851 0.67243898 1.12217551
    < [115] 0.94630897 -2.12118067 -0.54563531 1.67476554 1.48410385 -0.16652940
    < [121] 0.93607796 -0.06098570 -1.51071918 0.71669713 -1.08158796 0.47420905
    < [127] 2.49721064 -0.46058129 -0.41126032 -1.76590294 0.79342405 -0.15948729
    < [133] -1.35158782 -0.19995523 1.89367016 0.58063949 -0.83363537 1.12914927
    < [139] -0.53311590 0.15841065 -0.69871809 -1.78109273 0.93499410 0.60121447
    < [145] -0.54238707 -1.84047633 0.17942610 1.55701348 -0.16583744 -0.82565171
    < [151] 0.41414229 1.00505402 0.15831537 -0.75578824 -1.46989925 -1.04427406
    < [157] -0.12555952 0.56028174 1.94680970 -0.90310121 -0.31166408 1.04994826
    < [163] 0.02672639 -1.00454970 0.71614814 2.97406264 2.44444791 -0.08195237
    < [169] 0.01875515 -0.13032832 -1.52108491 1.04003542 0.95792005 0.59128896
    < [175] 0.17866678 -1.71006177 0.84900934 0.88531499 -0.71167033 1.61138874
    < [181] 1.09165036 0.52316736 -1.06184567 0.74026601 -1.89548998 0.40203498
    < [187] 0.71695316 -0.36590180 0.58792470 -1.02090086 -1.11366023 0.42516854
    < [193] -0.36765887 0.34821364 -1.38130962 -1.82476034 -0.24363181 -0.60753942
    < [199] 1.26109972 0.48447285
    <
    < $rss
    < [1] 197.914
    <
    < $cov.unscaled
    < gamma lambda delta rho
    < gamma 0.0329664357 -1.820548e-04 2.176346e-03 7.258281e-02
    < lambda -0.0001820548 1.503409e-06 1.761451e-06 8.346404e-05
    < delta 0.0021763462 1.761451e-06 1.798293e-02 7.524356e-02
    < rho 0.0725828142 8.346404e-05 7.524356e-02 2.124862e+00
    ---
    > [1] 8.953035 14.897584 4.933912 12.833079 16.294080 12.955370 6.949167
    > [8] 5.289254 18.993199 12.199979 13.628682 12.721471 8.293667 18.161126
    > [15] 15.501077 8.239238 8.920829 10.409051 7.249426 11.205211 4.914709
    > [22] 5.174342 6.159733 9.432367 10.973931 11.814597 13.523093 12.993499
    > [29] 12.910112 11.855096 13.529271 6.070141 10.345444 11.835535 17.980842
    > [36] 6.242373 11.403402 6.578328 10.046735 5.844582 11.558959 12.808113
    > [43] 5.281560 5.505819 5.194976 12.917674 11.147235 8.787526 15.173927
    > [50] 6.309204 12.185936 14.113182 8.359286 10.105582 20.076381 8.813423
    > [57] 8.027573 6.128245 14.547821 8.514316 5.153097 8.067117 11.577218
    > [64] 12.335165 8.161543 8.252870 13.104766 17.614379 12.194580 9.299652
    > [71] 11.759538 7.409793 9.507484 7.899230 18.935699 8.484272 16.738944
    > [78] 10.059760 11.049330 23.243095 11.365841 15.197924 9.212942 11.169066
    > [85] 11.609258 14.315453 8.943336 7.874622 9.826283 8.830697 8.658409
    > [92] 10.334204 7.886755 8.057051 11.538557 13.663338 12.040843 9.370447
    > [99] 13.038570 19.141838 13.758006 6.976939 10.958341 6.414062 14.950224
    > [106] 14.039086 13.973475 11.014860 8.791824 10.401133 4.937139 9.629073
    > [113] 11.544455 12.441970 6.592206 10.274785 4.282870 5.896929 13.321772
    > [120] 17.930529 6.016794 2.637095 12.087608 7.031384 10.653675 12.268384
    > [127] 9.134388 6.201554 14.181142 6.542393 23.581846 9.722914 13.136522
    > [134] 8.800396 10.918267 10.947165 4.592456 10.172837 7.623418 6.329221
    > [141] 5.876212 12.863166 4.815477 7.197781 9.807596 2.991368 8.954598
    > [148] 8.402625 13.141355 8.839239 15.264659 12.462021 14.809473 7.900353
    > [155] 19.733973 14.266837 5.531692 4.315521 18.431237 13.021318 9.581469
    > [162] 4.813312 9.299298 9.773610 17.726117 11.233617 10.441566 7.020746
    > [169] 7.772385 10.585346 9.698533 10.999812 10.605018 9.883612 8.615760
    > [176] 6.533674 13.078995 9.065610 9.069788 6.755979 15.169352 6.380274
    > [183] 7.656382 7.423021 7.822059 12.829543 12.382454 9.623552 6.498513
    > [190] 14.141656 10.975505 4.584726 8.402076 3.456591 5.313506 4.122223
    > [197] 8.429687 5.314156 9.969170 12.649617
    >
    > $residuals
    > [1] -0.46393582 -0.52319172 0.83665031 0.02044164 0.71069029 -2.16321132
    > [7] -0.57329430 -0.31453580 1.13107145 -1.47433008 0.24777565 -0.34785117
    > [13] 1.52485045 0.54885515 1.15191580 -0.86161131 1.21640374 0.48615214
    > [19] 0.96777952 -0.27801526 1.61460314 -1.19041940 -0.40087880 -1.05624084
    > [25] -0.56965644 0.90883355 -0.28264072 0.25213904 2.36976191 0.73438665
    > [31] 0.24681767 0.96073453 0.14363971 -0.45027126 1.22068347 0.14066551
    > [37] 0.59378931 0.26313552 0.17744949 0.19323865 -1.29396315 0.56827011
    > [43] -1.14252358 0.12653017 -0.09087130 -0.20098202 -1.45106129 1.81554814
    > [49] -0.19755110 -1.61211081 -0.93478668 0.98145791 0.62464715 -0.62920001
    > [55] 0.48856641 1.04222983 0.56348256 -0.72174337 0.82448001 -0.66368784
    > [61] -0.10176275 0.86993333 -0.89895166 -0.62859219 -0.79738641 -0.22528348
    > [67] -1.58338949 0.31436438 1.21935064 0.17576291 0.46302878 -0.47691072
    > [73] -0.90368288 -0.04529950 -0.66427020 -1.03145263 -0.06403250 -0.56224770
    > [79] -0.90908904 -0.79815006 1.36388201 0.74603352 0.03829031 -0.92453880
    > [85] 0.08419303 0.45459877 -1.54637494 -0.70655924 -0.63546722 0.32639038
    > [91] -0.92198255 -0.67100317 -2.73569397 -0.05127578 -0.85148035 -0.59447227
    > [97] 0.28252774 0.60441976 0.29628914 -0.65562926 0.76649630 1.71621283
    > [103] 0.77326586 -0.86420570 0.80828592 1.38110959 -0.81813121 0.04540868
    > [109] -1.19376511 -1.00040455 -1.03624245 0.77969382 0.67371411 1.12097708
    > [115] 0.94346415 -2.12011250 -0.54507232 1.67618578 1.48365864 -0.16873091
    > [121] 0.93781236 -0.05861774 -1.51060601 0.71825956 -1.08112303 0.47362299
    > [127] 2.49791003 -0.46169746 -0.41222201 -1.76466446 0.79195780 -0.16099219
    > [133] -1.35169399 -0.19891629 1.89298252 0.57539822 -0.83473432 1.12950938
    > [139] -0.53422143 0.15981625 -0.69865161 -1.78044255 0.93108534 0.60259062
    > [145] -0.54076371 -1.83874751 0.17951979 1.55619286 -0.16605447 -0.82417099
    > [151] 0.41551857 1.00448816 0.15720160 -0.75489484 -1.47033487 -1.04301880
    > [157] -0.12412985 0.55961190 1.94532222 -0.90498940 -0.31034813 1.05105135
    > [163] 0.02883547 -1.00416732 0.71596932 2.97600770 2.44396378 -0.08240862
    > [169] 0.01949285 -0.13301295 -1.52132232 1.03419557 0.95801472 0.59209188
    > [175] 0.18079094 -1.70836418 0.84947023 0.88692326 -0.70992880 1.61207627
    > [181] 1.09373390 0.52583539 -1.06287733 0.74135193 -1.89407923 0.40174037
    > [187] 0.71716977 -0.36458866 0.58877222 -1.02013891 -1.11368820 0.42523045
    > [193] -0.36731459 0.34751131 -1.37879396 -1.82262683 -0.24226899 -0.60465961
    > [199] 1.26194847 0.48231719
    >
    > $rss
    > [1] 197.9139
    >
    > $cov.unscaled
    > gamma lambda delta rho
    > gamma 0.0330623794 -1.823474e-04 2.189483e-03 7.277382e-02
    > lambda -0.0001823474 1.503444e-06 1.789431e-06 8.418626e-05
    > delta 0.0021894826 1.789431e-06 1.800252e-02 7.623949e-02
    > rho 0.0727738213 8.418626e-05 7.623949e-02 2.140479e+00
    11061c11027
    < 1.2390745 -0.0008478 0.7210591 0.8059071
    ---
    > 1.2411176 -0.0008597 0.7235756 0.8044828
    11063c11029
    < Elasticity of Substitution: 0.5537
    ---
    > Elasticity of Substitution: 0.5542
    11077,11080c11043,11046
    < gamma 1.2390745 0.1806172 6.860 6.88e-12 ***
    < lambda -0.0008478 0.0012197 -0.695 0.487
    < delta 0.7210591 0.1333993 5.405 6.47e-08 ***
    < rho 0.8059071 1.4500687 0.556 0.578
    ---
    > gamma 1.2411176 0.1808798 6.862 6.81e-12 ***
    > lambda -0.0008597 0.0012197 -0.705 0.481
    > delta 0.7235756 0.1334719 5.421 5.92e-08 ***
    > rho 0.8044828 1.4553873 0.553 0.580
    11084,11085c11050,11051
    < Residual standard error: 0.9947712
    < Multiple R-squared: 0.1982605
    ---
    > Residual standard error: 0.994771
    > Multiple R-squared: 0.1982609
    11089c11055
    < E_1_2 (all) 0.5537 0.4446 1.245 0.213
    ---
    > E_1_2 (all) 0.5542 0.4470 1.24 0.215
    11104,11106c11070,11072
    < a_a_2 = 1
    < b_b_2 = 0
    < b_2 + b_2_2 = 0
    ---
    > a_1 + a_2 = 1
    > b_1_1 + b_1_2 = 0
    > b_1_2 + b_2_2 = 0
    11378,11379c11344,11345
    < b_b_2 = 0
    < b_2 + b_2_2 = 0
    ---
    > b_1_1 + b_1_2 = 0
    > b_1_2 + b_2_2 = 0
    11659c11625
    < Achieved convergence tolerance: 7.349e-07
    ---
    > Achieved convergence tolerance: 5.063e-07
    11663c11629
    < 1.2696092 0.5990816 0.5173707
    ---
    > 1.2696092 0.5990816 0.5173710
    11673c11639
    < 0.6590347
    ---
    > 0.6590346
    11696,11699c11662,11665
    < [8] 7.033710 19.849941 12.239737 14.241715 13.754295 8.546960 18.505086
    < [15] 15.937352 7.866741 9.362050 11.063189 8.143101 12.004877 5.876723
    < [22] 5.169536 6.574619 9.875540 12.483818 13.377107 13.438157 12.977751
    < [29] 13.119482 13.231552 14.856894 6.706360 11.154960 13.758650 18.975482
    ---
    > [8] 7.033709 19.849941 12.239737 14.241715 13.754295 8.546961 18.505086
    > [15] 15.937352 7.866740 9.362050 11.063189 8.143101 12.004877 5.876723
    > [22] 5.169536 6.574620 9.875540 12.483818 13.377107 13.438157 12.977751
    > [29] 13.119482 13.231552 14.856894 6.706360 11.154960 13.758649 18.975482
    11701,11703c11667,11669
    < [43] 5.314326 6.914227 5.233846 14.352748 11.291430 9.604348 14.452633
    < [50] 7.863630 12.966055 15.689182 8.231096 9.692065 20.347646 9.718918
    < [57] 9.765840 6.177484 15.959126 8.529752 5.449789 9.389578 13.065499
    ---
    > [43] 5.314326 6.914226 5.233846 14.352748 11.291430 9.604348 14.452633
    > [50] 7.863630 12.966055 15.689182 8.231096 9.692064 20.347646 9.718918
    > [57] 9.765840 6.177484 15.959127 8.529752 5.449789 9.389578 13.065499
    11705,11709c11671,11675
    < [71] 12.874220 7.739502 9.652481 8.755856 21.263345 9.347481 17.331982
    < [78] 11.429017 11.939095 26.847751 12.892013 15.973393 11.127626 12.882956
    < [85] 12.314553 16.485100 9.697762 8.748198 9.981200 9.630294 8.613608
    < [92] 10.871744 7.966115 9.306893 11.722160 14.671947 13.201962 9.637437
    < [99] 14.359209 20.463774 15.545777 7.836891 12.425292 7.338423 16.161138
    ---
    > [71] 12.874220 7.739502 9.652481 8.755856 21.263345 9.347481 17.331983
    > [78] 11.429017 11.939095 26.847751 12.892013 15.973394 11.127626 12.882956
    > [85] 12.314553 16.485100 9.697762 8.748198 9.981200 9.630295 8.613608
    > [92] 10.871744 7.966115 9.306893 11.722160 14.671947 13.201963 9.637437
    > [99] 14.359209 20.463775 15.545778 7.836891 12.425292 7.338423 16.161138
    11711,11712c11677,11678
    < [113] 14.413138 13.488258 6.805334 12.608883 5.071371 7.449210 14.933166
    < [120] 18.867013 7.823282 3.695943 13.949839 8.985142 12.549625 13.696456
    ---
    > [113] 14.413138 13.488259 6.805334 12.608883 5.071371 7.449210 14.933166
    > [120] 18.867013 7.823282 3.695942 13.949839 8.985142 12.549625 13.696456
    11714,11719c11680,11685
    < [134] 10.770852 12.176027 11.073888 5.045267 11.936750 8.380322 7.960524
    < [141] 6.793840 15.358863 4.963494 9.029509 12.549731 3.861997 10.383486
    < [148] 9.369353 15.026302 11.174440 19.143439 14.055941 16.376584 9.589237
    < [155] 22.400912 17.736479 6.963704 4.859311 20.198566 14.117864 11.963748
    < [162] 5.925203 12.381094 11.549404 20.412489 14.725360 11.884213 8.002590
    < [169] 9.370133 11.335895 11.164942 11.430919 12.392810 11.970339 11.453648
    ---
    > [134] 10.770852 12.176027 11.073887 5.045267 11.936750 8.380322 7.960524
    > [141] 6.793840 15.358863 4.963494 9.029509 12.549730 3.861996 10.383486
    > [148] 9.369353 15.026302 11.174440 19.143439 14.055941 16.376585 9.589237
    > [155] 22.400912 17.736478 6.963704 4.859312 20.198566 14.117864 11.963748
    > [162] 5.925203 12.381094 11.549404 20.412490 14.725360 11.884213 8.002590
    > [169] 9.370133 11.335895 11.164942 11.430918 12.392810 11.970339 11.453647
    11721,11723c11687,11689
    < [183] 8.609811 9.153099 9.842208 14.821120 14.615428 12.037362 7.914348
    < [190] 17.149302 12.838579 5.384867 9.993571 3.949080 7.288537 5.466100
    < [197] 10.588057 7.561791 12.170272 13.948365
    ---
    > [183] 8.609811 9.153099 9.842208 14.821120 14.615429 12.037362 7.914348
    > [190] 17.149302 12.838579 5.384867 9.993571 3.949080 7.288537 5.466099
    > [197] 10.588057 7.561791 12.170272 13.948364
    11726,11765c11692,11731
    < [1] -0.232756598 0.215253031 -0.608511836 0.571416097 0.251957568
    < [6] -1.507319344 -2.611979339 2.011875694 1.672064828 -0.044153910
    < [11] -0.551240505 -0.702393986 0.169811684 -0.390354968 -0.101730819
    < [16] 0.148288425 -1.457067480 -0.088304062 0.613908682 0.674547851
    < [21] -0.145883576 -2.362570699 -0.841878878 -1.272844600 -0.340944426
    < [26] -0.647454600 -1.915340996 -0.120372834 -1.474003575 -1.185797754
    < [31] 0.804230965 -0.150447719 -1.079216128 0.606827432 1.268014234
    < [36] -0.392459726 1.332797143 -0.049085454 0.654779455 -0.740144567
    < [41] -0.788912915 1.541190186 -0.306812972 -1.317452110 -0.965378819
    < [46] -1.517817816 -0.043737643 -0.180805625 1.049569935 -0.248258270
    < [51] 0.600579374 -0.359917968 -1.042119356 -0.534923756 2.508294271
    < [56] -0.575746126 0.003389677 -1.555229293 0.481263358 1.010247316
    < [61] -0.809683437 0.701155399 -0.880143448 -0.874289617 -1.098394798
    < [66] -1.787383891 -0.476079489 2.612127610 -0.328424846 1.079539510
    < [71] 0.029390665 -0.691639003 0.019717815 -1.195768173 2.043007612
    < [76] -1.461813126 1.216154258 0.022766233 -0.033048432 2.569681502
    < [81] -0.949238746 -0.982981172 -0.525563441 1.122259125 0.442768404
    < [86] 2.572998780 -1.339740680 -0.285251868 2.759707196 -0.320416427
    < [91] 0.526690569 0.601531598 1.205555461 -0.305983867 1.043947633
    < [96] -1.650891645 -0.809933190 -0.244665892 -0.533096880 1.057904684
    < [101] -1.532374357 0.102919334 -0.624714147 -0.913468823 0.113102909
    < [106] -0.464968310 -1.639742002 0.461888845 -0.285658959 -3.287509751
    < [111] 0.627145219 -0.989846337 0.264442521 0.268015127 -1.500360003
    < [116] -1.621386691 1.048795112 1.482025457 0.716516911 0.799036054
    < [121] -0.286650574 -0.132249391 -0.261355639 0.676631737 0.572460257
    < [126] -0.603757108 -0.130576298 -0.423967131 0.266071297 0.610287839
    < [131] 1.127968119 0.351309852 0.300942832 -0.299065530 0.832562929
    < [136] -0.019679490 -1.576157771 -1.458107156 -0.744831858 -1.141183998
    < [141] -1.704946380 -0.496665326 -2.286519858 -0.792698212 -0.480293553
    < [146] -0.754107037 -0.315450130 0.011145579 -0.337355965 0.066637396
    < [151] -0.315139643 0.698088894 0.384347146 -0.453924726 0.440481165
    < [156] 2.147968594 -0.074411024 -0.232753562 -1.773766632 -1.903771176
    < [161] -0.231944431 0.413911106 -0.151932484 -1.205179373 0.658711655
    < [166] -0.424962394 0.044717870 -1.340309197 -1.258349886 0.104790616
    < [171] 0.697569767 1.574389317 0.153475753 -0.544175201 -1.638936509
    < [176] -1.291533487 1.311282420 -0.926192604 0.270002895 -0.732402613
    < [181] 1.622942802 -0.451957817 -1.102471580 -1.106851846 -0.335943861
    < [186] 0.813339233 1.711585820 1.458851087 0.989229661 -0.616689950
    < [191] 0.524509942 -0.971404913 -0.739596810 -0.257898199 1.050246297
    < [196] -1.767557619 1.867462848 -0.592469754 -0.677291150 0.900876845
    ---
    > [1] -0.232756644 0.215253017 -0.608511647 0.571416066 0.251957721
    > [6] -1.507319479 -2.611978870 2.011876542 1.672064670 -0.044154035
    > [11] -0.551240622 -0.702394003 0.169811599 -0.390355161 -0.101730981
    > [16] 0.148288470 -1.457067558 -0.088304133 0.613908758 0.674547789
    > [21] -0.145883355 -2.362570743 -0.841878920 -1.272844692 -0.340944274
    > [26] -0.647454466 -1.915341085 -0.120372932 -1.474003705 -1.185797706
    > [31] 0.804230943 -0.150447719 -1.079216196 0.606827681 1.268014054
    > [36] -0.392459758 1.332797059 -0.049085525 0.654779345 -0.740144428
    > [41] -0.788912929 1.541190094 -0.306813006 -1.317451730 -0.965378852
    > [46] -1.517817841 -0.043737723 -0.180805683 1.049570470 -0.248257899
    > [51] 0.600579245 -0.359918014 -1.042119303 -0.534923437 2.508294159
    > [56] -0.575746180 0.003389973 -1.555229311 0.481263245 1.010247319
    > [61] -0.809683494 0.701155481 -0.880143467 -0.874289753 -1.098394882
    > [66] -1.787383754 -0.476079554 2.612127494 -0.328424981 1.079539432
    > [71] 0.029390550 -0.691639071 0.019717809 -1.195768238 2.043007502
    > [76] -1.461813207 1.216154152 0.022766198 -0.033048556 2.569681528
    > [81] -0.949238799 -0.982981306 -0.525563259 1.122259119 0.442768288
    > [86] 2.572998757 -1.339740781 -0.285251946 2.759707259 -0.320416527
    > [91] 0.526690796 0.601531524 1.205555563 -0.305983890 1.043947747
    > [96] -1.650891787 -0.809933328 -0.244665858 -0.533097028 1.057904507
    > [101] -1.532374483 0.102919264 -0.624714245 -0.913468870 0.113102755
    > [106] -0.464968369 -1.639741775 0.461888721 -0.285659025 -3.287509403
    > [111] 0.627145252 -0.989846195 0.264442804 0.268015006 -1.500359932
    > [116] -1.621386550 1.048795107 1.482025629 0.716516757 0.799036082
    > [121] -0.286650289 -0.132249080 -0.261355748 0.676631972 0.572460205
    > [126] -0.603757251 -0.130576306 -0.423967188 0.266071153 0.610287931
    > [131] 1.127967980 0.351309799 0.300942684 -0.299065480 0.832562807
    > [136] -0.019678654 -1.576157811 -1.458107242 -0.744831922 -1.141183896
    > [141] -1.704946445 -0.496665393 -2.286519658 -0.792698118 -0.480293324
    > [146] -0.754106952 -0.315450231 0.011145497 -0.337356122 0.066637523
    > [151] -0.315139489 0.698088757 0.384347044 -0.453924754 0.440480940
    > [156] 2.147968656 -0.074410972 -0.232753606 -1.773766666 -1.903771122
    > [161] -0.231944389 0.413911100 -0.151932114 -1.205179481 0.658711444
    > [166] -0.424962084 0.044717759 -1.340309273 -1.258349952 0.104790841
    > [171] 0.697569655 1.574390585 0.153475624 -0.544175285 -1.638936234
    > [176] -1.291533414 1.311282269 -0.926192539 0.270002999 -0.732402683
    > [181] 1.622943192 -0.451957380 -1.102471611 -1.106851893 -0.335943865
    > [186] 0.813339097 1.711585667 1.458851054 0.989229596 -0.616690103
    > [191] 0.524509814 -0.971404968 -0.739596914 -0.257898221 1.050246523
    > [196] -1.767557538 1.867462810 -0.592469374 -0.677291260 0.900877075
    11772,11774c11738,11740
    < gamma 7.460069e-05 1.109687e-05 0.0005434326
    < delta 1.109687e-05 1.432950e-04 0.0004078234
    < rho 5.434326e-04 4.078234e-04 0.0143354811
    ---
    > gamma 7.460069e-05 1.109687e-05 0.0005434327
    > delta 1.109687e-05 1.432951e-04 0.0004078235
    > rho 5.434327e-04 4.078235e-04 0.0143354849
    11819c11785
    < 1.2696092 0.5990816 0.5173707
    ---
    > 1.2696092 0.5990816 0.5173710
    11822,11824c11788,11790
    < gamma 8.437689e-05 1.255108e-05 0.0006146479
    < delta 1.255108e-05 1.620734e-04 0.0004612674
    < rho 6.146479e-04 4.612674e-04 0.0162141041
    ---
    > gamma 8.437689e-05 1.255108e-05 0.0006146480
    > delta 1.255108e-05 1.620735e-04 0.0004612676
    > rho 6.146480e-04 4.612676e-04 0.0162141084
    11827,11829c11793,11795
    < gamma 1.2696092 0.009185689 138.21599 0.000000e+00
    < delta 0.5990816 0.012730806 47.05763 0.000000e+00
    < rho 0.5173707 0.127334615 4.06308 4.842951e-05
    ---
    > gamma 1.2696092 0.00918569 138.215993 0.000000e+00
    > delta 0.5990816 0.01273081 47.057630 0.000000e+00
    > rho 0.5173710 0.12733463 4.063082 4.842909e-05
    11832,11835c11798,11801
    < [8] 7.033710 19.849941 12.239737 14.241715 13.754295 8.546960 18.505086
    < [15] 15.937352 7.866741 9.362050 11.063189 8.143101 12.004877 5.876723
    < [22] 5.169536 6.574619 9.875540 12.483818 13.377107 13.438157 12.977751
    < [29] 13.119482 13.231552 14.856894 6.706360 11.154960 13.758650 18.975482
    ---
    > [8] 7.033709 19.849941 12.239737 14.241715 13.754295 8.546961 18.505086
    > [15] 15.937352 7.866740 9.362050 11.063189 8.143101 12.004877 5.876723
    > [22] 5.169536 6.574620 9.875540 12.483818 13.377107 13.438157 12.977751
    > [29] 13.119482 13.231552 14.856894 6.706360 11.154960 13.758649 18.975482
    11837,11839c11803,11805
    < [43] 5.314326 6.914227 5.233846 14.352748 11.291430 9.604348 14.452633
    < [50] 7.863630 12.966055 15.689182 8.231096 9.692065 20.347646 9.718918
    < [57] 9.765840 6.177484 15.959126 8.529752 5.449789 9.389578 13.065499
    ---
    > [43] 5.314326 6.914226 5.233846 14.352748 11.291430 9.604348 14.452633
    > [50] 7.863630 12.966055 15.689182 8.231096 9.692064 20.347646 9.718918
    > [57] 9.765840 6.177484 15.959127 8.529752 5.449789 9.389578 13.065499
    11841,11845c11807,11811
    < [71] 12.874220 7.739502 9.652481 8.755856 21.263345 9.347481 17.331982
    < [78] 11.429017 11.939095 26.847751 12.892013 15.973393 11.127626 12.882956
    < [85] 12.314553 16.485100 9.697762 8.748198 9.981200 9.630294 8.613608
    < [92] 10.871744 7.966115 9.306893 11.722160 14.671947 13.201962 9.637437
    < [99] 14.359209 20.463774 15.545777 7.836891 12.425292 7.338423 16.161138
    ---
    > [71] 12.874220 7.739502 9.652481 8.755856 21.263345 9.347481 17.331983
    > [78] 11.429017 11.939095 26.847751 12.892013 15.973394 11.127626 12.882956
    > [85] 12.314553 16.485100 9.697762 8.748198 9.981200 9.630295 8.613608
    > [92] 10.871744 7.966115 9.306893 11.722160 14.671947 13.201963 9.637437
    > [99] 14.359209 20.463775 15.545778 7.836891 12.425292 7.338423 16.161138
    11847,11848c11813,11814
    < [113] 14.413138 13.488258 6.805334 12.608883 5.071371 7.449210 14.933166
    < [120] 18.867013 7.823282 3.695943 13.949839 8.985142 12.549625 13.696456
    ---
    > [113] 14.413138 13.488259 6.805334 12.608883 5.071371 7.449210 14.933166
    > [120] 18.867013 7.823282 3.695942 13.949839 8.985142 12.549625 13.696456
    11850,11855c11816,11821
    < [134] 10.770852 12.176027 11.073888 5.045267 11.936750 8.380322 7.960524
    < [141] 6.793840 15.358863 4.963494 9.029509 12.549731 3.861997 10.383486
    < [148] 9.369353 15.026302 11.174440 19.143439 14.055941 16.376584 9.589237
    < [155] 22.400912 17.736479 6.963704 4.859311 20.198566 14.117864 11.963748
    < [162] 5.925203 12.381094 11.549404 20.412489 14.725360 11.884213 8.002590
    < [169] 9.370133 11.335895 11.164942 11.430919 12.392810 11.970339 11.453648
    ---
    > [134] 10.770852 12.176027 11.073887 5.045267 11.936750 8.380322 7.960524
    > [141] 6.793840 15.358863 4.963494 9.029509 12.549730 3.861996 10.383486
    > [148] 9.369353 15.026302 11.174440 19.143439 14.055941 16.376585 9.589237
    > [155] 22.400912 17.736478 6.963704 4.859312 20.198566 14.117864 11.963748
    > [162] 5.925203 12.381094 11.549404 20.412490 14.725360 11.884213 8.002590
    > [169] 9.370133 11.335895 11.164942 11.430918 12.392810 11.970339 11.453647
    11857,11859c11823,11825
    < [183] 8.609811 9.153099 9.842208 14.821120 14.615428 12.037362 7.914348
    < [190] 17.149302 12.838579 5.384867 9.993571 3.949080 7.288537 5.466100
    < [197] 10.588057 7.561791 12.170272 13.948365
    ---
    > [183] 8.609811 9.153099 9.842208 14.821120 14.615429 12.037362 7.914348
    > [190] 17.149302 12.838579 5.384867 9.993571 3.949080 7.288537 5.466099
    > [197] 10.588057 7.561791 12.170272 13.948364
    11861,11900c11827,11866
    < [1] -0.232756598 0.215253031 -0.608511836 0.571416097 0.251957568
    < [6] -1.507319344 -2.611979339 2.011875694 1.672064828 -0.044153910
    < [11] -0.551240505 -0.702393986 0.169811684 -0.390354968 -0.101730819
    < [16] 0.148288425 -1.457067480 -0.088304062 0.613908682 0.674547851
    < [21] -0.145883576 -2.362570699 -0.841878878 -1.272844600 -0.340944426
    < [26] -0.647454600 -1.915340996 -0.120372834 -1.474003575 -1.185797754
    < [31] 0.804230965 -0.150447719 -1.079216128 0.606827432 1.268014234
    < [36] -0.392459726 1.332797143 -0.049085454 0.654779455 -0.740144567
    < [41] -0.788912915 1.541190186 -0.306812972 -1.317452110 -0.965378819
    < [46] -1.517817816 -0.043737643 -0.180805625 1.049569935 -0.248258270
    < [51] 0.600579374 -0.359917968 -1.042119356 -0.534923756 2.508294271
    < [56] -0.575746126 0.003389677 -1.555229293 0.481263358 1.010247316
    < [61] -0.809683437 0.701155399 -0.880143448 -0.874289617 -1.098394798
    < [66] -1.787383891 -0.476079489 2.612127610 -0.328424846 1.079539510
    < [71] 0.029390665 -0.691639003 0.019717815 -1.195768173 2.043007612
    < [76] -1.461813126 1.216154258 0.022766233 -0.033048432 2.569681502
    < [81] -0.949238746 -0.982981172 -0.525563441 1.122259125 0.442768404
    < [86] 2.572998780 -1.339740680 -0.285251868 2.759707196 -0.320416427
    < [91] 0.526690569 0.601531598 1.205555461 -0.305983867 1.043947633
    < [96] -1.650891645 -0.809933190 -0.244665892 -0.533096880 1.057904684
    < [101] -1.532374357 0.102919334 -0.624714147 -0.913468823 0.113102909
    < [106] -0.464968310 -1.639742002 0.461888845 -0.285658959 -3.287509751
    < [111] 0.627145219 -0.989846337 0.264442521 0.268015127 -1.500360003
    < [116] -1.621386691 1.048795112 1.482025457 0.716516911 0.799036054
    < [121] -0.286650574 -0.132249391 -0.261355639 0.676631737 0.572460257
    < [126] -0.603757108 -0.130576298 -0.423967131 0.266071297 0.610287839
    < [131] 1.127968119 0.351309852 0.300942832 -0.299065530 0.832562929
    < [136] -0.019679490 -1.576157771 -1.458107156 -0.744831858 -1.141183998
    < [141] -1.704946380 -0.496665326 -2.286519858 -0.792698212 -0.480293553
    < [146] -0.754107037 -0.315450130 0.011145579 -0.337355965 0.066637396
    < [151] -0.315139643 0.698088894 0.384347146 -0.453924726 0.440481165
    < [156] 2.147968594 -0.074411024 -0.232753562 -1.773766632 -1.903771176
    < [161] -0.231944431 0.413911106 -0.151932484 -1.205179373 0.658711655
    < [166] -0.424962394 0.044717870 -1.340309197 -1.258349886 0.104790616
    < [171] 0.697569767 1.574389317 0.153475753 -0.544175201 -1.638936509
    < [176] -1.291533487 1.311282420 -0.926192604 0.270002895 -0.732402613
    < [181] 1.622942802 -0.451957817 -1.102471580 -1.106851846 -0.335943861
    < [186] 0.813339233 1.711585820 1.458851087 0.989229661 -0.616689950
    < [191] 0.524509942 -0.971404913 -0.739596810 -0.257898199 1.050246297
    < [196] -1.767557619 1.867462848 -0.592469754 -0.677291150 0.900876845
    ---
    > [1] -0.232756644 0.215253017 -0.608511647 0.571416066 0.251957721
    > [6] -1.507319479 -2.611978870 2.011876542 1.672064670 -0.044154035
    > [11] -0.551240622 -0.702394003 0.169811599 -0.390355161 -0.101730981
    > [16] 0.148288470 -1.457067558 -0.088304133 0.613908758 0.674547789
    > [21] -0.145883355 -2.362570743 -0.841878920 -1.272844692 -0.340944274
    > [26] -0.647454466 -1.915341085 -0.120372932 -1.474003705 -1.185797706
    > [31] 0.804230943 -0.150447719 -1.079216196 0.606827681 1.268014054
    > [36] -0.392459758 1.332797059 -0.049085525 0.654779345 -0.740144428
    > [41] -0.788912929 1.541190094 -0.306813006 -1.317451730 -0.965378852
    > [46] -1.517817841 -0.043737723 -0.180805683 1.049570470 -0.248257899
    > [51] 0.600579245 -0.359918014 -1.042119303 -0.534923437 2.508294159
    > [56] -0.575746180 0.003389973 -1.555229311 0.481263245 1.010247319
    > [61] -0.809683494 0.701155481 -0.880143467 -0.874289753 -1.098394882
    > [66] -1.787383754 -0.476079554 2.612127494 -0.328424981 1.079539432
    > [71] 0.029390550 -0.691639071 0.019717809 -1.195768238 2.043007502
    > [76] -1.461813207 1.216154152 0.022766198 -0.033048556 2.569681528
    > [81] -0.949238799 -0.982981306 -0.525563259 1.122259119 0.442768288
    > [86] 2.572998757 -1.339740781 -0.285251946 2.759707259 -0.320416527
    > [91] 0.526690796 0.601531524 1.205555563 -0.305983890 1.043947747
    > [96] -1.650891787 -0.809933328 -0.244665858 -0.533097028 1.057904507
    > [101] -1.532374483 0.102919264 -0.624714245 -0.913468870 0.113102755
    > [106] -0.464968369 -1.639741775 0.461888721 -0.285659025 -3.287509403
    > [111] 0.627145252 -0.989846195 0.264442804 0.268015006 -1.500359932
    > [116] -1.621386550 1.048795107 1.482025629 0.716516757 0.799036082
    > [121] -0.286650289 -0.132249080 -0.261355748 0.676631972 0.572460205
    > [126] -0.603757251 -0.130576306 -0.423967188 0.266071153 0.610287931
    > [131] 1.127967980 0.351309799 0.300942684 -0.299065480 0.832562807
    > [136] -0.019678654 -1.576157811 -1.458107242 -0.744831922 -1.141183896
    > [141] -1.704946445 -0.496665393 -2.286519658 -0.792698118 -0.480293324
    > [146] -0.754106952 -0.315450231 0.011145497 -0.337356122 0.066637523
    > [151] -0.315139489 0.698088757 0.384347044 -0.453924754 0.440480940
    > [156] 2.147968656 -0.074410972 -0.232753606 -1.773766666 -1.903771122
    > [161] -0.231944389 0.413911100 -0.151932114 -1.205179481 0.658711444
    > [166] -0.424962084 0.044717759 -1.340309273 -1.258349952 0.104790841
    > [171] 0.697569655 1.574390585 0.153475624 -0.544175285 -1.638936234
    > [176] -1.291533414 1.311282269 -0.926192539 0.270002999 -0.732402683
    > [181] 1.622943192 -0.451957380 -1.102471611 -1.106851893 -0.335943865
    > [186] 0.813339097 1.711585667 1.458851054 0.989229596 -0.616690103
    > [191] 0.524509814 -0.971404968 -0.739596914 -0.257898221 1.050246523
    > [196] -1.767557538 1.867462810 -0.592469374 -0.677291260 0.900877075
    11914c11880
    < Achieved convergence tolerance: 4.61e-06
    ---
    > Achieved convergence tolerance: 4.526e-06
    11918c11884
    < 0.9548188 0.5886689 0.3421377 1.1169636
    ---
    > 0.9548188 0.5886690 0.3421379 1.1169636
    11928c11894
    < 0.7450801
    ---
    > 0.7450799
    11952,11953c11918,11919
    < [8] 7.083377 20.624703 11.981331 14.230549 13.763365 8.031771 19.018367
    < [15] 16.103752 7.361767 8.905790 10.749230 7.722295 11.788053 5.471205
    ---
    > [8] 7.083376 20.624703 11.981331 14.230549 13.763365 8.031771 19.018367
    > [15] 16.103752 7.361767 8.905790 10.749231 7.722295 11.788053 5.471205
    11955c11921
    < [29] 12.947104 13.227812 14.999000 6.175684 10.851392 13.958966 19.583934
    ---
    > [29] 12.947104 13.227812 14.999000 6.175685 10.851392 13.958966 19.583934
    11957c11923
    < [43] 4.723623 6.639046 4.644005 14.428290 10.957943 9.181786 14.763802
    ---
    > [43] 4.723623 6.639046 4.644005 14.428290 10.957943 9.181786 14.763801
    11959c11925
    < [57] 9.599985 5.596449 16.176502 8.036714 4.854045 9.050534 12.993238
    ---
    > [57] 9.599985 5.596450 16.176502 8.036714 4.854045 9.050534 12.993238
    11961c11927
    < [71] 12.705440 7.182177 9.222882 8.270365 22.322064 8.888026 17.690941
    ---
    > [71] 12.705440 7.182177 9.222882 8.270365 22.322064 8.888026 17.690942
    11963c11929
    < [85] 12.064010 16.847210 9.241026 8.252050 9.606770 9.170732 8.234598
    ---
    > [85] 12.064011 16.847210 9.241026 8.252050 9.606770 9.170732 8.234598
    11967c11933
    < [113] 14.718500 13.356615 6.276544 12.602096 4.516355 7.058717 14.971568
    ---
    > [113] 14.718500 13.356615 6.276544 12.602096 4.516355 7.058717 14.971569
    11969c11935
    < [127] 10.641562 6.198619 15.720081 7.717179 27.252521 10.123227 15.085480
    ---
    > [127] 10.641562 6.198620 15.720081 7.717179 27.252521 10.123227 15.085480
    11972c11938
    < [148] 8.891188 15.070925 11.013266 20.045478 13.983724 16.604533 9.187581
    ---
    > [148] 8.891188 15.070925 11.013265 20.045478 13.983724 16.604533 9.187581
    11975,11976c11941,11942
    < [169] 8.923983 11.151975 10.812304 11.847649 12.153270 11.732186 11.420984
    < [176] 7.976663 15.698096 11.390982 11.548818 7.617861 21.304278 8.803208
    ---
    > [169] 8.923983 11.151975 10.812304 11.847648 12.153270 11.732186 11.420984
    > [176] 7.976663 15.698096 11.390982 11.548818 7.617861 21.304277 8.803208
    11982,12021c11948,11981
    < [1] 0.192603040 0.218042510 -0.180815306 0.576620456 0.040489914
    < [6] -1.325652263 -2.472354236 1.962209074 0.897302374 0.214251972
    < [11] -0.540075240 -0.711464140 0.685000751 -0.903636252 -0.268130709
    < [16] 0.653262165 -1.000806809 0.225654787 1.034714175 0.891371402
    < [21] 0.259634637 -1.769442619 -0.278007677 -0.841398832 -0.328181554
    < [26] -0.721524920 -1.788986400 0.058483645 -1.301625401 -1.182057852
    < [31] 0.662125155 0.380227407 -0.775648718 0.406510624 0.659561728
    < [36] 0.158250191 1.652567247 0.532329184 1.057653754 -0.226485985
    < [41] -0.693695399 1.575361141 0.283889796 -1.042271649 -0.375537707
    < [46] -1.593359845 0.289749295 0.241756214 0.738401663 -0.008916261
    < [51] 0.774240287 -0.593240905 -0.557059554 -0.270301610 1.687753167
    < [56] -0.164091633 0.169244705 -0.974195142 0.263887974 1.503285568
    < [61] -0.213940219 1.040199336 -0.807882770 -0.719776043 -0.574214402
    < [66] -1.513225000 -0.560378411 1.844146907 -0.141382806 1.466856381
    < [71] 0.198170656 -0.134314086 0.449316978 -0.710276984 0.984288465
    < [76] -1.002358324 0.857195210 0.276012869 0.247138205 0.318939341
    < [81] -0.832617806 -1.145582076 -0.397819699 1.204690039 0.693311314
    < [86] 2.210888695 -0.883004874 0.210895956 3.134137264 0.139145834
    < [91] 0.905700681 0.968508145 1.679260924 0.111456877 1.249860025
    < [96] -1.649097677 -0.651987933 0.167493772 -0.503712251 0.243460810
    < [101] -1.681782083 0.642718177 -0.422448466 -0.370695253 -0.068953422
    < [106] -0.507790437 -1.757499238 0.703067168 0.105643696 -3.095765090
    < [111] 1.152533483 -0.646142590 -0.040919271 0.399658521 -0.971569954
    < [116] -1.614599400 1.603811865 1.872518295 0.678113975 0.148938865
    < [121] 0.011555944 0.198259340 -0.222151218 0.940417689 0.725158231
    < [126] -0.494107762 0.149262418 0.160253958 0.153484938 1.020849303
    < [131] -0.612621788 0.738356864 0.241850251 -0.046994432 1.097001577
    < [136] -0.149673420 -0.985592482 -1.215590798 -0.216935721 -0.728652811
    < [141] -1.129143429 -0.669558230 -1.805380608 -0.437265108 -0.528923538
    < [146] -0.278470649 0.083293644 0.489310600 -0.381978578 0.227812291
    < [151] -1.217179425 0.770305927 0.156398351 -0.052269245 -0.692717364
    < [156] 1.536851356 0.413168986 0.356300377 -2.605582537 -1.919240062
    < [161] -0.087312044 0.965286789 -0.280153641 -0.905521206 -0.143750388
    < [166] -0.789798071 0.334825695 -0.791963624 -0.812199589 0.288710271
    < [171] 1.050207341 1.157659189 0.393015558 -0.306021922 -1.606272871
    < [176] -0.882122981 1.182157947 -0.758021786 0.399567775 -0.208430937
    < [181] 0.390517117 -0.321009041 -0.599081831 -0.660275061 0.029893049
    < [186] 0.796180351 1.716238475 1.650327230 1.520529522 -0.969012899
    < [191] 0.725265534 -0.375089540 -0.303089265 0.299842208 1.411619629
    < [196] -1.268104310 2.197933319 -0.344736748 -0.437516902 0.815022208
    ---
    > [1] 0.19260297 0.21804250 -0.18081520 0.57662043 0.04049004 -1.32565238
    > [7] -2.47235389 1.96220979 0.89730231 0.21425186 -0.54007533 -0.71146416
    > [13] 0.68500065 -0.90363636 -0.26813082 0.65326216 -1.00080690 0.22565471
    > [19] 1.03471419 0.89137134 0.25963476 -1.76944269 -0.27800775 -0.84139893
    > [25] -0.32818144 -0.72152482 -1.78898648 0.05848356 -1.30162551 -1.18205782
    > [31] 0.66212514 0.38022736 -0.77564879 0.40651083 0.65956163 0.15825013
    > [37] 1.65256716 0.53232909 1.05765364 -0.22648593 -0.69369542 1.57536107
    > [43] 0.28388973 -1.04227138 -0.37553777 -1.59335986 0.28974921 0.24175614
    > [49] 0.73840209 -0.00891600 0.77424017 -0.59324093 -0.55705956 -0.27030140
    > [55] 1.68775314 -0.16409171 0.16924492 -0.97419520 0.26388790 1.50328553
    > [61] -0.21394030 1.04019937 -0.80788279 -0.71977616 -0.57421450 -1.51322492
    > [67] -0.56037846 1.84414687 -0.14138292 1.46685629 0.19817055 -0.13431418
    > [73] 0.44931694 -0.71027707 0.98428846 -1.00235842 0.85719515 0.27601282
    > [79] 0.24713809 0.31893954 -0.83261786 -1.14558217 -0.39781957 1.20469002
    > [85] 0.69331121 2.21088870 -0.88300498 0.21089586 3.13413728 0.13914573
    > [91] 0.90570081 0.96850806 1.67926096 0.11145683 1.24986009 -1.64909779
    > [97] -0.65198805 0.16749376 -0.50371237 0.24346073 -1.68178217 0.64271809
    > [103] -0.42244856 -0.37069533 -0.06895353 -0.50779048 -1.75749906 0.70306706
    > [109] 0.10564362 -3.09576485 1.15253346 -0.64614252 -0.04091903 0.39965842
    > [115] -0.97156995 -1.61459930 1.60381182 1.87251839 0.67811386 0.14893894
    > [121] 0.01155613 0.19825954 -0.22215131 0.94041784 0.72515818 -0.49410788
    > [127] 0.14926239 0.16025387 0.15348484 1.02084934 -0.61262176 0.73835680
    > [133] 0.24185014 -0.04699442 1.09700147 -0.14967277 -0.98559255 -1.21559088
    > [139] -0.21693581 -0.72865277 -1.12914352 -0.66955827 -1.80538051 -0.43726507
    > [145] -0.52892336 -0.27847063 0.08329354 0.48931050 -0.38197870 0.22781237
    > [151] -1.21717924 0.77030582 0.15639829 -0.05226930 -0.69271745 1.53685145
    > [157] 0.41316898 0.35630030 -2.60558250 -1.91924002 -0.08731203 0.96528674
    > [163] -0.28015335 -0.90552131 -0.14375049 -0.78979780 0.33482559 -0.79196372
    > [169] -0.81219967 0.28871042 1.05020723 1.15766022 0.39301544 -0.30602201
    > [175] -1.60627267 -0.88212296 1.18215784 -0.75802175 0.39956784 -0.20843103
    > [181] 0.39051753 -0.32100872 -0.59908189 -0.66027513 0.02989301 0.79618025
    > [187] 1.71623836 1.65032719 1.52052943 -0.96901299 0.72526542 -0.37508962
    > [193] -0.30308938 0.29984215 1.41161977 -1.26810429 2.19793326 -0.34473648
    > [199] -0.43751700 0.81502239
    12028,12031c11988,11991
    < gamma 1.923145e-03 6.793039e-05 0.0013568467 -8.038684e-04
    < delta 6.793039e-05 1.133084e-04 0.0003139897 -2.611554e-05
    < rho 1.356847e-03 3.139897e-04 0.0111207231 -4.319692e-04
    < nu -8.038684e-04 -2.611554e-05 -0.0004319692 3.434770e-04
    ---
    > gamma 0.0019231453 6.793040e-05 0.0013568470 -8.038684e-04
    > delta 0.0000679304 1.133084e-04 0.0003139898 -2.611555e-05
    > rho 0.0013568470 3.139898e-04 0.0111207253 -4.319692e-04
    > nu -0.0008038684 -2.611555e-05 -0.0004319692 3.434770e-04
    12079c12039
    < 0.9548188 0.5886689 0.3421377 1.1169636
    ---
    > 0.9548188 0.5886690 0.3421379 1.1169636
    12082,12085c12042,12045
    < gamma 1.789386e-03 6.320566e-05 0.0012624746 -7.479573e-04
    < delta 6.320566e-05 1.054275e-04 0.0002921509 -2.429914e-05
    < rho 1.262475e-03 2.921509e-04 0.0103472488 -4.019246e-04
    < nu -7.479573e-04 -2.429914e-05 -0.0004019246 3.195873e-04
    ---
    > gamma 1.789386e-03 6.320567e-05 0.0012624748 -7.479573e-04
    > delta 6.320567e-05 1.054275e-04 0.0002921510 -2.429914e-05
    > rho 1.262475e-03 2.921510e-04 0.0103472508 -4.019247e-04
    > nu -7.479573e-04 -2.429914e-05 -0.0004019247 3.195873e-04
    12088,12090c12048,12050
    < gamma 0.9548188 0.04230113 22.571945 8.176827e-113
    < delta 0.5886689 0.01026779 57.331608 0.000000e+00
    < rho 0.3421377 0.10172143 3.363477 7.696730e-04
    ---
    > gamma 0.9548188 0.04230113 22.571945 8.176821e-113
    > delta 0.5886690 0.01026779 57.331607 0.000000e+00
    > rho 0.3421379 0.10172144 3.363479 7.696677e-04
    12094,12095c12054,12055
    < [8] 7.083377 20.624703 11.981331 14.230549 13.763365 8.031771 19.018367
    < [15] 16.103752 7.361767 8.905790 10.749230 7.722295 11.788053 5.471205
    ---
    > [8] 7.083376 20.624703 11.981331 14.230549 13.763365 8.031771 19.018367
    > [15] 16.103752 7.361767 8.905790 10.749231 7.722295 11.788053 5.471205
    12097c12057
    < [29] 12.947104 13.227812 14.999000 6.175684 10.851392 13.958966 19.583934
    ---
    > [29] 12.947104 13.227812 14.999000 6.175685 10.851392 13.958966 19.583934
    12099c12059
    < [43] 4.723623 6.639046 4.644005 14.428290 10.957943 9.181786 14.763802
    ---
    > [43] 4.723623 6.639046 4.644005 14.428290 10.957943 9.181786 14.763801
    12101c12061
    < [57] 9.599985 5.596449 16.176502 8.036714 4.854045 9.050534 12.993238
    ---
    > [57] 9.599985 5.596450 16.176502 8.036714 4.854045 9.050534 12.993238
    12103c12063
    < [71] 12.705440 7.182177 9.222882 8.270365 22.322064 8.888026 17.690941
    ---
    > [71] 12.705440 7.182177 9.222882 8.270365 22.322064 8.888026 17.690942
    12105c12065
    < [85] 12.064010 16.847210 9.241026 8.252050 9.606770 9.170732 8.234598
    ---
    > [85] 12.064011 16.847210 9.241026 8.252050 9.606770 9.170732 8.234598
    12109c12069
    < [113] 14.718500 13.356615 6.276544 12.602096 4.516355 7.058717 14.971568
    ---
    > [113] 14.718500 13.356615 6.276544 12.602096 4.516355 7.058717 14.971569
    12111c12071
    < [127] 10.641562 6.198619 15.720081 7.717179 27.252521 10.123227 15.085480
    ---
    > [127] 10.641562 6.198620 15.720081 7.717179 27.252521 10.123227 15.085480
    12114c12074
    < [148] 8.891188 15.070925 11.013266 20.045478 13.983724 16.604533 9.187581
    ---
    > [148] 8.891188 15.070925 11.013265 20.045478 13.983724 16.604533 9.187581
    12117,12118c12077,12078
    < [169] 8.923983 11.151975 10.812304 11.847649 12.153270 11.732186 11.420984
    < [176] 7.976663 15.698096 11.390982 11.548818 7.617861 21.304278 8.803208
    ---
    > [169] 8.923983 11.151975 10.812304 11.847648 12.153270 11.732186 11.420984
    > [176] 7.976663 15.698096 11.390982 11.548818 7.617861 21.304277 8.803208
    12123,12162c12083,12116
    < [1] 0.192603040 0.218042510 -0.180815306 0.576620456 0.040489914
    < [6] -1.325652263 -2.472354236 1.962209074 0.897302374 0.214251972
    < [11] -0.540075240 -0.711464140 0.685000751 -0.903636252 -0.268130709
    < [16] 0.653262165 -1.000806809 0.225654787 1.034714175 0.891371402
    < [21] 0.259634637 -1.769442619 -0.278007677 -0.841398832 -0.328181554
    < [26] -0.721524920 -1.788986400 0.058483645 -1.301625401 -1.182057852
    < [31] 0.662125155 0.380227407 -0.775648718 0.406510624 0.659561728
    < [36] 0.158250191 1.652567247 0.532329184 1.057653754 -0.226485985
    < [41] -0.693695399 1.575361141 0.283889796 -1.042271649 -0.375537707
    < [46] -1.593359845 0.289749295 0.241756214 0.738401663 -0.008916261
    < [51] 0.774240287 -0.593240905 -0.557059554 -0.270301610 1.687753167
    < [56] -0.164091633 0.169244705 -0.974195142 0.263887974 1.503285568
    < [61] -0.213940219 1.040199336 -0.807882770 -0.719776043 -0.574214402
    < [66] -1.513225000 -0.560378411 1.844146907 -0.141382806 1.466856381
    < [71] 0.198170656 -0.134314086 0.449316978 -0.710276984 0.984288465
    < [76] -1.002358324 0.857195210 0.276012869 0.247138205 0.318939341
    < [81] -0.832617806 -1.145582076 -0.397819699 1.204690039 0.693311314
    < [86] 2.210888695 -0.883004874 0.210895956 3.134137264 0.139145834
    < [91] 0.905700681 0.968508145 1.679260924 0.111456877 1.249860025
    < [96] -1.649097677 -0.651987933 0.167493772 -0.503712251 0.243460810
    < [101] -1.681782083 0.642718177 -0.422448466 -0.370695253 -0.068953422
    < [106] -0.507790437 -1.757499238 0.703067168 0.105643696 -3.095765090
    < [111] 1.152533483 -0.646142590 -0.040919271 0.399658521 -0.971569954
    < [116] -1.614599400 1.603811865 1.872518295 0.678113975 0.148938865
    < [121] 0.011555944 0.198259340 -0.222151218 0.940417689 0.725158231
    < [126] -0.494107762 0.149262418 0.160253958 0.153484938 1.020849303
    < [131] -0.612621788 0.738356864 0.241850251 -0.046994432 1.097001577
    < [136] -0.149673420 -0.985592482 -1.215590798 -0.216935721 -0.728652811
    < [141] -1.129143429 -0.669558230 -1.805380608 -0.437265108 -0.528923538
    < [146] -0.278470649 0.083293644 0.489310600 -0.381978578 0.227812291
    < [151] -1.217179425 0.770305927 0.156398351 -0.052269245 -0.692717364
    < [156] 1.536851356 0.413168986 0.356300377 -2.605582537 -1.919240062
    < [161] -0.087312044 0.965286789 -0.280153641 -0.905521206 -0.143750388
    < [166] -0.789798071 0.334825695 -0.791963624 -0.812199589 0.288710271
    < [171] 1.050207341 1.157659189 0.393015558 -0.306021922 -1.606272871
    < [176] -0.882122981 1.182157947 -0.758021786 0.399567775 -0.208430937
    < [181] 0.390517117 -0.321009041 -0.599081831 -0.660275061 0.029893049
    < [186] 0.796180351 1.716238475 1.650327230 1.520529522 -0.969012899
    < [191] 0.725265534 -0.375089540 -0.303089265 0.299842208 1.411619629
    < [196] -1.268104310 2.197933319 -0.344736748 -0.437516902 0.815022208
    ---
    > [1] 0.19260297 0.21804250 -0.18081520 0.57662043 0.04049004 -1.32565238
    > [7] -2.47235389 1.96220979 0.89730231 0.21425186 -0.54007533 -0.71146416
    > [13] 0.68500065 -0.90363636 -0.26813082 0.65326216 -1.00080690 0.22565471
    > [19] 1.03471419 0.89137134 0.25963476 -1.76944269 -0.27800775 -0.84139893
    > [25] -0.32818144 -0.72152482 -1.78898648 0.05848356 -1.30162551 -1.18205782
    > [31] 0.66212514 0.38022736 -0.77564879 0.40651083 0.65956163 0.15825013
    > [37] 1.65256716 0.53232909 1.05765364 -0.22648593 -0.69369542 1.57536107
    > [43] 0.28388973 -1.04227138 -0.37553777 -1.59335986 0.28974921 0.24175614
    > [49] 0.73840209 -0.00891600 0.77424017 -0.59324093 -0.55705956 -0.27030140
    > [55] 1.68775314 -0.16409171 0.16924492 -0.97419520 0.26388790 1.50328553
    > [61] -0.21394030 1.04019937 -0.80788279 -0.71977616 -0.57421450 -1.51322492
    > [67] -0.56037846 1.84414687 -0.14138292 1.46685629 0.19817055 -0.13431418
    > [73] 0.44931694 -0.71027707 0.98428846 -1.00235842 0.85719515 0.27601282
    > [79] 0.24713809 0.31893954 -0.83261786 -1.14558217 -0.39781957 1.20469002
    > [85] 0.69331121 2.21088870 -0.88300498 0.21089586 3.13413728 0.13914573
    > [91] 0.90570081 0.96850806 1.67926096 0.11145683 1.24986009 -1.64909779
    > [97] -0.65198805 0.16749376 -0.50371237 0.24346073 -1.68178217 0.64271809
    > [103] -0.42244856 -0.37069533 -0.06895353 -0.50779048 -1.75749906 0.70306706
    > [109] 0.10564362 -3.09576485 1.15253346 -0.64614252 -0.04091903 0.39965842
    > [115] -0.97156995 -1.61459930 1.60381182 1.87251839 0.67811386 0.14893894
    > [121] 0.01155613 0.19825954 -0.22215131 0.94041784 0.72515818 -0.49410788
    > [127] 0.14926239 0.16025387 0.15348484 1.02084934 -0.61262176 0.73835680
    > [133] 0.24185014 -0.04699442 1.09700147 -0.14967277 -0.98559255 -1.21559088
    > [139] -0.21693581 -0.72865277 -1.12914352 -0.66955827 -1.80538051 -0.43726507
    > [145] -0.52892336 -0.27847063 0.08329354 0.48931050 -0.38197870 0.22781237
    > [151] -1.21717924 0.77030582 0.15639829 -0.05226930 -0.69271745 1.53685145
    > [157] 0.41316898 0.35630030 -2.60558250 -1.91924002 -0.08731203 0.96528674
    > [163] -0.28015335 -0.90552131 -0.14375049 -0.78979780 0.33482559 -0.79196372
    > [169] -0.81219967 0.28871042 1.05020723 1.15766022 0.39301544 -0.30602201
    > [175] -1.60627267 -0.88212296 1.18215784 -0.75802175 0.39956784 -0.20843103
    > [181] 0.39051753 -0.32100872 -0.59908189 -0.66027513 0.02989301 0.79618025
    > [187] 1.71623836 1.65032719 1.52052943 -0.96901299 0.72526542 -0.37508962
    > [193] -0.30308938 0.29984215 1.41161977 -1.26810429 2.19793326 -0.34473648
    > [199] -0.43751700 0.81502239
    12177c12131
    < Achieved convergence tolerance: 1.844e-08
    ---
    > Achieved convergence tolerance: 6.829e-08
    12241c12195
    < [163] 1581.890767 1508.254749 2908.207446 2093.703436 1703.834303 1136.525601
    ---
    > [163] 1581.890766 1508.254749 2908.207446 2093.703436 1703.834303 1136.525601
    12246c12200
    < [193] 3070.791780 1140.797069 2306.889490 1731.131728 3688.832276 2630.725606
    ---
    > [193] 3070.791780 1140.797069 2306.889489 1731.131728 3688.832276 2630.725605
    12250,12251c12204,12205
    < [1] -0.304802571 1.085561249 0.036843080 0.281943021 -0.006378636
    < [6] 0.683629327 -0.151783704 -0.620777825 0.626506370 -1.196104363
    ---
    > [1] -0.304802571 1.085561249 0.036843080 0.281943022 -0.006378636
    > [6] 0.683629327 -0.151783703 -0.620777825 0.626506371 -1.196104363
    12253,12289c12207,12243
    < [16] 1.094215522 -1.095794636 -0.098442854 -1.516065324 -0.269981088
    < [21] 0.591580395 3.300839167 0.942070657 -1.220893638 0.882305424
    < [26] -1.671496941 -0.207722103 0.952722248 -2.277616444 0.714847131
    < [31] 0.876194918 -0.846143955 -0.165154360 2.243076203 -0.742454143
    < [36] 0.134998599 -0.172622881 0.238731062 1.705512203 -0.768440947
    < [41] -0.213419503 -0.314039416 -0.878546820 -2.227910204 -0.175601249
    < [46] -2.211724261 -0.212643892 -0.784042187 0.503390446 -0.237513418
    < [51] -0.683974588 -0.746500616 -0.067042260 0.742004207 0.134452236
    < [56] -0.604539222 -0.212300901 1.969469673 -1.362876684 -0.273517466
    < [61] -0.482310670 -0.590581117 2.313677546 -0.500495271 -0.780890242
    < [66] -0.992322862 1.249907993 1.090840969 -1.933445617 -0.379908905
    < [71] 0.646395260 -0.179754816 -0.016027636 -1.400350497 -1.268139499
    < [76] 0.305831729 -0.275642219 -0.414467558 1.194788358 0.223745630
    < [81] -1.460384022 -0.924253165 -0.586302945 -1.182840058 0.905285774
    < [86] -1.715222887 -1.155931802 -0.101533461 0.600474904 2.255154662
    < [91] -0.288788162 -0.411804278 -0.759862084 -2.016909203 0.711385572
    < [96] 1.034377998 -0.906257915 1.228410307 -0.003715196 0.428923954
    < [101] 1.216771409 -0.685515107 0.799749505 0.910195634 1.593265867
    < [106] 1.560608539 1.153612942 -1.308500738 0.545144677 -0.318511498
    < [111] -0.004809399 1.183129198 0.682189004 -1.787452966 0.333924405
    < [116] -0.344614337 -0.334822655 -0.663916185 0.143022908 0.736015730
    < [121] 0.273474373 0.232316593 -0.601028404 -0.035134125 -0.503002269
    < [126] -1.811360355 0.163563718 1.628830278 -1.345555904 1.031108021
    < [131] 1.268086650 0.379275502 -0.883916890 -1.486716370 1.514364461
    < [136] 0.518342042 0.182848080 0.235089162 -1.564238593 0.987989498
    < [141] 1.523685333 -0.007288729 -1.297134622 -0.480491875 -0.696208086
    < [146] 0.629389498 0.344176382 -0.883681314 -0.070792423 1.330997078
    < [151] 0.165469612 0.950313422 1.231780886 1.730561212 -2.133403055
    < [156] -2.585883038 0.574107929 -0.429272867 1.382582116 0.485321071
    < [161] -0.179535196 -0.434391168 1.107615299 -2.126434915 0.457866572
    < [166] 2.063172556 -0.322474335 1.270445125 0.227198797 0.358115279
    < [171] -0.060111589 -0.825782487 0.011264532 -0.655801416 -0.191816968
    < [176] -1.813422020 -0.087757788 0.744277293 -2.133621409 0.823888399
    < [181] -0.688881473 0.942334223 0.045222910 0.824609751 0.181836738
    < [186] -1.138905529 0.618548096 -0.071021952 0.055885550 1.074579065
    < [191] 0.275226608 -0.318218345 -2.554975505 -0.433337593 0.321004707
    < [196] 0.607398167 1.008848612 -0.387269942 0.204071132 0.070250614
    ---
    > [16] 1.094215522 -1.095794636 -0.098442854 -1.516065323 -0.269981088
    > [21] 0.591580396 3.300839168 0.942070657 -1.220893637 0.882305425
    > [26] -1.671496940 -0.207722102 0.952722248 -2.277616444 0.714847131
    > [31] 0.876194919 -0.846143954 -0.165154360 2.243076204 -0.742454142
    > [36] 0.134998599 -0.172622881 0.238731062 1.705512204 -0.768440947
    > [41] -0.213419503 -0.314039415 -0.878546820 -2.227910203 -0.175601249
    > [46] -2.211724261 -0.212643891 -0.784042187 0.503390448 -0.237513417
    > [51] -0.683974587 -0.746500615 -0.067042259 0.742004208 0.134452237
    > [56] -0.604539222 -0.212300899 1.969469673 -1.362876683 -0.273517465
    > [61] -0.482310669 -0.590581116 2.313677547 -0.500495271 -0.780890242
    > [66] -0.992322860 1.249907995 1.090840971 -1.933445616 -0.379908904
    > [71] 0.646395260 -0.179754816 -0.016027635 -1.400350496 -1.268139497
    > [76] 0.305831730 -0.275642218 -0.414467556 1.194788359 0.223745634
    > [81] -1.460384021 -0.924253163 -0.586302942 -1.182840056 0.905285775
    > [86] -1.715222885 -1.155931801 -0.101533460 0.600474905 2.255154663
    > [91] -0.288788160 -0.411804277 -0.759862082 -2.016909202 0.711385574
    > [96] 1.034377999 -0.906257914 1.228410309 -0.003715195 0.428923955
    > [101] 1.216771411 -0.685515106 0.799749507 0.910195635 1.593265868
    > [106] 1.560608541 1.153612946 -1.308500737 0.545144678 -0.318511492
    > [111] -0.004809397 1.183129201 0.682189012 -1.787452965 0.333924407
    > [116] -0.344614332 -0.334822653 -0.663916180 0.143022909 0.736015734
    > [121] 0.273474381 0.232316599 -0.601028402 -0.035134118 -0.503002266
    > [126] -1.811360354 0.163563722 1.628830279 -1.345555904 1.031108026
    > [131] 1.268086650 0.379275503 -0.883916890 -1.486716365 1.514364461
    > [136] 0.518342063 0.182848080 0.235089163 -1.564238593 0.987989504
    > [141] 1.523685333 -0.007288726 -1.297134615 -0.480491868 -0.696208073
    > [146] 0.629389503 0.344176381 -0.883681315 -0.070792425 1.330997088
    > [151] 0.165469626 0.950313419 1.231780883 1.730561214 -2.133403064
    > [156] -2.585883028 0.574107934 -0.429272868 1.382582112 0.485321073
    > [161] -0.179535190 -0.434391166 1.107615327 -2.126434920 0.457866558
    > [166] 2.063172582 -0.322474342 1.270445120 0.227198795 0.358115290
    > [171] -0.060111597 -0.825782402 0.011264521 -0.655801422 -0.191816940
    > [176] -1.813422012 -0.087757804 0.744277302 -2.133621396 0.823888393
    > [181] -0.688881429 0.942334271 0.045222902 0.824609746 0.181836737
    > [186] -1.138905556 0.618548069 -0.071021959 0.055885540 1.074579033
    > [191] 0.275226579 -0.318218355 -2.554975527 -0.433337599 0.321004741
    > [196] 0.607398179 1.008848599 -0.387269880 0.204071099 0.070250618
    12361c12315
    < Achieved convergence tolerance: 7.11e-07
    ---
    > Achieved convergence tolerance: 6.584e-07
    12365c12319
    < 0.5309771 0.6669602 0.3455156 1.3489672
    ---
    > 0.5309771 0.6669602 0.3455154 1.3489672
    12375c12329
    < 0.7432095
    ---
    > 0.7432096
    12398,12399c12352,12353
    < [1] 7.799501 14.842187 3.844741 12.831596 16.894091 12.487028 6.412378
    < [8] 4.979678 21.452296 11.543187 13.724137 12.841563 6.968811 19.947901
    ---
    > [1] 7.799501 14.842187 3.844741 12.831596 16.894091 12.487028 6.412379
    > [8] 4.979679 21.452296 11.543187 13.724137 12.841563 6.968811 19.947901
    12401c12355
    < [22] 3.660931 4.804364 8.428946 11.071582 12.179428 13.424839 12.746713
    ---
    > [22] 3.660931 4.804363 8.428946 11.071582 12.179428 13.424839 12.746713
    12403,12404c12357,12358
    < [36] 4.995995 10.797981 5.219926 9.242984 4.469639 11.675722 13.172894
    < [43] 3.846508 4.884524 3.770137 13.614702 10.591601 8.000016 16.570482
    ---
    > [36] 4.995995 10.797981 5.219926 9.242984 4.469639 11.675722 13.172893
    > [43] 3.846507 4.884524 3.770137 13.614702 10.591601 8.000016 16.570482
    12407c12361
    < [64] 12.586417 7.143799 7.939187 14.099764 20.925133 12.390763 8.803018
    ---
    > [64] 12.586417 7.143799 7.939187 14.099764 20.925133 12.390763 8.803017
    12409c12363
    < [78] 10.040972 11.019466 31.534688 11.839993 16.784982 9.446386 11.739702
    ---
    > [78] 10.040972 11.019466 31.534689 11.839992 16.784982 9.446386 11.739702
    12412,12414c12366,12368
    < [99] 14.113966 23.407144 15.437773 6.156216 11.397885 5.572824 16.906761
    < [106] 15.456790 15.527513 11.395932 8.575554 10.641514 4.095295 9.437912
    < [113] 13.358880 13.312983 5.664338 11.231843 3.341537 5.471207 14.874181
    ---
    > [99] 14.113966 23.407144 15.437773 6.156216 11.397884 5.572824 16.906761
    > [106] 15.456790 15.527514 11.395932 8.575553 10.641515 4.095295 9.437912
    > [113] 13.358881 13.312983 5.664338 11.231843 3.341537 5.471207 14.874181
    12417,12419c12371,12373
    < [134] 9.149556 11.480208 12.391257 3.557613 10.768616 7.062567 6.030654
    < [141] 5.094204 15.003684 3.943302 7.164387 11.093710 2.256983 9.042641
    < [148] 8.152470 15.072430 9.541472 19.793438 13.977238 17.558790 7.920752
    ---
    > [134] 9.149556 11.480208 12.391258 3.557613 10.768616 7.062567 6.030654
    > [141] 5.094204 15.003684 3.943302 7.164387 11.093710 2.256983 9.042640
    > [148] 8.152469 15.072430 9.541472 19.793438 13.977238 17.558790 7.920752
    12421,12424c12375,12378
    < [162] 4.121661 10.815216 10.406215 22.916981 13.736909 11.187507 6.558335
    < [169] 7.766405 11.524034 10.205375 13.686666 11.611648 10.804726 9.769044
    < [176] 6.496350 15.612178 10.050497 10.152584 6.466833 20.885280 6.912883
    < [183] 7.458801 7.480740 8.163953 15.091993 14.530259 10.759125 6.212672
    ---
    > [162] 4.121661 10.815217 10.406215 22.916981 13.736909 11.187507 6.558335
    > [169] 7.766405 11.524034 10.205375 13.686667 11.611648 10.804726 9.769044
    > [176] 6.496350 15.612178 10.050497 10.152584 6.466833 20.885281 6.912884
    > [183] 7.458801 7.480739 8.163953 15.091993 14.530259 10.759125 6.212672
    12426c12380
    < [197] 9.067036 5.518028 11.148487 15.128777
    ---
    > [197] 9.067036 5.518029 11.148486 15.128778
    12429,12468c12383,12422
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    < [196] -1.694262040 -0.315154767 -0.642305959 1.150142060 0.303345464
    ---
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    > [11] 0.240796085 -0.357247060 1.698898077 0.455014617 1.107755341
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    > [26] 0.878421078 -0.275348605 0.271314741 2.384762678 0.714622484
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    > [41] -1.304013941 0.540187713 -0.825467695 0.246263896 0.229709517
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    > [51] -0.938672177 0.894846460 0.768030668 -0.576604489 0.326192484
    > [56] 1.124281812 0.585730721 -0.472875371 0.733915644 -0.532250248
    > [61] 0.191090912 0.934102863 -0.933796657 -0.648756266 -0.664197847
    > [66] -0.186533337 -1.656571566 0.142128980 1.203390955 0.230645311
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    > [76] -0.946398862 -0.188846124 -0.560378386 -0.906382562 -1.103230141
    > [81] 1.323011471 0.646707813 0.013267273 -0.974367271 0.073274123
    > [86] 0.318655163 -1.477401070 -0.608070778 -0.590205815 0.394676548
    > [91] -0.851505977 -0.645461879 -2.622713165 0.007206098 -0.871348119
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    > [106] 1.284906478 -0.923583850 0.011397512 -1.168858412 -1.023252663
    > [111] -0.849295210 0.799745947 0.527737947 1.053312787 1.095162173
    > [116] -2.209172546 -0.296879913 1.751118282 1.373431423 -0.367114943
    > [121] 0.973731537 0.174078608 -1.607674956 0.718116387 -1.150411802
    > [126] 0.389243190 2.469273070 -0.301652457 -0.543666770 -1.712667744
    > [131] 0.485295420 -0.159431255 -1.478002594 -0.237824902 1.842795236
    > [136] 0.451487515 -0.579409156 1.072594544 -0.457805245 0.208137909
    > [141] -0.555842759 -1.934370428 1.130901864 0.607240961 -0.663984814
    > [146] -1.557045854 0.169735769 1.586416122 -0.303157603 -0.900618008
    > [151] 0.155708411 0.889743727 -0.013085992 -0.757473445 -1.750493255
    > [156] -1.273097243 -0.035407227 0.810391380 1.692775648 -1.039045453
    > [161] -0.407357914 1.206180474 -0.122179721 -1.066884609 0.459130260
    > [166] 2.774832217 2.374960644 -0.014275922 0.020262648 -0.217977168
    > [171] -1.572262225 0.815651596 0.867333310 0.502986247 0.055165436
    > [176] -1.702635255 0.672426501 0.783789234 -0.822708150 1.655817667
    > [181] 0.773966344 0.445659549 -1.036732443 0.733606384 -1.936859950
    > [186] 0.239326542 0.557216947 -0.476129472 0.633754520 -1.244216519
    > [191] -1.230486426 0.610541884 -0.400184046 0.637820745 -1.374123516
    > [196] -1.694262031 -0.315154758 -0.642305988 1.150142070 0.303345440
    12475,12478c12429,12432
    < gamma 0.05497664 0.005672970 0.06928527 -0.045383767
    < delta 0.00567297 0.008923866 0.01653366 -0.004549572
    < rho 0.06928527 0.016533660 0.84986105 -0.040878704
    < nu -0.04538377 -0.004549572 -0.04087870 0.038868692
    ---
    > gamma 0.054976636 0.005672969 0.06928525 -0.045383765
    > delta 0.005672969 0.008923865 0.01653365 -0.004549571
    > rho 0.069285255 0.016533650 0.84986094 -0.040878695
    > nu -0.045383765 -0.004549571 -0.04087869 0.038868692
    12536c12490
    < Achieved convergence tolerance: 7.485e-06
    ---
    > Achieved convergence tolerance: 7.484e-06
    12540c12494
    < 1.43482628 0.02877986 0.47197298 1.51302587
    ---
    > 1.43482625 0.02877986 0.47197298 1.51302558
    12573,12575c12527,12529
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    < [7] 11.188757 8.763135 28.608686 17.303040 21.710867 21.962280
    < [13] 13.601719 29.870506 26.744566 11.613542 16.950120 20.788355
    ---
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    > [7] 11.188757 8.763135 28.608686 17.303040 21.710866 21.962280
    > [13] 13.601719 29.870505 26.744566 11.613542 16.950119 20.788354
    12577,12648c12531,12602
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    < [31] 40.977774 19.062958 32.305898 41.282637 57.163587 21.518713
    < [37] 33.907111 22.172290 34.727616 14.994223 47.169872 51.989751
    < [43] 18.501523 26.539069 19.281301 60.937889 44.422072 42.847975
    < [49] 48.081648 36.236548 61.548836 79.041602 35.124862 37.814559
    < [55] 99.353062 54.647470 56.156569 32.237527 97.364376 46.131834
    < [61] 33.877015 63.383580 90.508362 90.557003 58.584268 73.814499
    < [67] 113.472680 155.460208 101.086430 85.811442 109.887260 63.700203
    < [73] 76.360107 82.113438 206.766831 92.294796 160.317749 121.657023
    < [79] 125.581592 303.979041 149.344805 174.511058 136.952415 163.492795
    < [85] 148.512790 221.402144 127.860631 121.796963 120.093239 138.981998
    < [91] 100.008574 155.889320 104.029689 157.168234 164.671367 244.035493
    < [97] 232.861587 152.593943 269.187905 376.439275 316.157007 163.101467
    < [103] 268.024668 163.826251 347.627692 309.732391 273.859121 300.567880
    < [109] 260.341585 204.289757 164.362965 220.965603 419.606752 372.600667
    < [115] 169.262732 402.321421 166.276994 249.689800 498.111084 569.516884
    < [121] 281.858771 128.679613 535.260263 356.897701 515.758054 551.436579
    < [127] 477.640343 278.631454 666.608086 388.002133 1109.778895 468.694863
    < [133] 756.913397 577.649331 626.680702 398.315289 266.759275 707.155216
    < [139] 468.287271 506.389876 432.499646 1029.067807 244.176812 645.166444
    < [145] 918.602247 290.063225 783.867694 687.192005 1179.521392 948.527038
    < [151] 1674.280518 1173.562186 1351.138955 909.829654 2051.919766 1791.337417
    < [157] 723.907652 476.324205 1911.904675 1328.993995 1395.321006 709.382272
    < [163] 1505.058802 1428.144583 2515.607082 1968.216346 1517.684802 1052.985955
    < [169] 1355.060054 1314.328779 1621.570165 1057.581171 1943.753385 1999.414811
    < [175] 1978.266238 1505.833028 2788.166076 2199.469606 2285.974583 1603.975511
    < [181] 4136.708536 1834.227869 1648.296748 2050.075619 2285.510505 3261.588078
    < [187] 3420.523001 3039.517543 2024.724980 4496.060255 3309.204699 1435.851544
    < [193] 2788.966098 1053.894274 2222.516136 1740.529630 3459.235530 2455.965688
    < [199] 4130.111639 3892.803566
    <
    < $residuals
    < [1] -0.268697157 -0.681160543 1.620527339 0.249187865 1.952203499
    < [6] 1.023406818 0.629133775 -0.627319882 2.137969968 0.625684893
    < [11] -0.837131675 -0.549728902 1.943087427 1.030735860 -1.228688308
    < [16] -2.048441188 1.105466378 -0.790633910 -0.675172028 -2.008836581
    < [21] 1.554570816 -0.250978564 -1.832240996 1.131381623 -0.125069204
    < [26] -1.079256782 -1.235557907 0.089827013 1.238126429 -0.320417548
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    < [36] -1.051401167 0.422010331 -0.585071557 -2.663337256 0.445136206
    < [41] 0.798581217 0.331314728 0.137456733 -0.051343696 0.439940575
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    < [56] -1.563273963 -0.447065881 -0.109859390 0.875320134 0.648270665
    < [61] -1.624150565 -0.832149953 -0.276917683 0.524290226 1.206058449
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    < [76] -1.161058764 0.900702931 0.481315224 -2.349637830 -0.063172868
    < [81] 2.539893164 0.167643469 1.216461745 0.220653564 1.398904011
    < [86] -0.518966405 0.371640982 -0.156863826 0.575947906 -2.289638516
    < [91] -1.072688432 -0.120987886 -0.276285598 0.876726961 -0.136521851
    < [96] 0.034415577 1.024639191 0.789534707 -0.264553961 0.751740249
    < [101] 0.079617836 0.393629153 0.812492556 -0.771781326 -1.504139786
    < [106] 1.084063818 -1.365555230 0.204225326 -0.452622945 1.026015131
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    < [116] -0.435469800 -1.396462761 -1.734460299 -0.899740047 0.418827186
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    < [141] 0.299690022 0.379048767 -0.172704199 0.323773448 -0.902046335
    < [146] 1.687343235 -1.394292527 1.718803210 0.209746937 0.008873174
    < [151] -1.267392487 0.887143737 1.455576513 -1.019794079 0.855977154
    < [156] 1.388665570 1.684319971 -0.838681653 -0.784324623 0.009210976
    < [161] 0.185458682 -0.909179968 -0.681109737 1.166188255 -0.021197614
    < [166] 1.029335715 -0.382580604 1.003176845 0.108141024 0.186085857
    < [171] -1.764305152 -0.828043197 0.804870105 -1.237430487 -1.015765674
    < [176] 0.173144986 1.019545918 -0.250010268 0.876547453 -1.225491401
    < [181] 1.112701715 0.826573412 -0.373840478 0.343600440 1.243749569
    < [186] -0.839056037 -0.761904863 0.094839818 -0.382301119 -0.124861570
    < [191] 0.785197361 0.268702146 1.621185145 -0.944984069 0.556412533
    < [196] 0.018995431 -0.906434163 -1.627707816 0.763029906 0.259655301
    ---
    > [25] 29.016738 32.030298 29.603949 29.693806 31.862011 35.568910
    > [31] 40.977774 19.062958 32.305898 41.282637 57.163586 21.518713
    > [37] 33.907111 22.172290 34.727616 14.994223 47.169872 51.989750
    > [43] 18.501523 26.539070 19.281301 60.937888 44.422072 42.847975
    > [49] 48.081649 36.236549 61.548835 79.041601 35.124862 37.814560
    > [55] 99.353061 54.647469 56.156570 32.237526 97.364375 46.131834
    > [61] 33.877014 63.383580 90.508361 90.557002 58.584267 73.814499
    > [67] 113.472679 155.460207 101.086428 85.811441 109.887258 63.700202
    > [73] 76.360107 82.113437 206.766829 92.294795 160.317748 121.657022
    > [79] 125.581591 303.979039 149.344804 174.511057 136.952416 163.492794
    > [85] 148.512788 221.402142 127.860630 121.796961 120.093239 138.981996
    > [91] 100.008576 155.889320 104.029690 157.168233 164.671368 244.035490
    > [97] 232.861584 152.593944 269.187902 376.439272 316.157003 163.101465
    > [103] 268.024665 163.826249 347.627689 309.732390 273.859124 300.567877
    > [109] 260.341582 204.289762 164.362965 220.965605 419.606755 372.600664
    > [115] 169.262734 402.321422 166.276993 249.689803 498.111078 569.516887
    > [121] 281.858776 128.679619 535.260258 356.897706 515.758050 551.436574
    > [127] 477.640341 278.631453 666.608081 388.002134 1109.778893 468.694863
    > [133] 756.913390 577.649330 626.680697 398.315305 266.759274 707.155210
    > [139] 468.287270 506.389878 432.499642 1029.067800 244.176819 645.166447
    > [145] 918.602255 290.063228 783.867687 687.192002 1179.521383 948.527042
    > [151] 1674.280522 1173.562179 1351.138953 909.829649 2051.919752 1791.337416
    > [157] 723.907653 476.324202 1911.904682 1328.994006 1395.321006 709.382269
    > [163] 1505.058828 1428.144572 2515.607065 1968.216370 1517.684795 1052.985951
    > [169] 1355.060044 1314.328805 1621.570156 1057.581224 1943.753372 1999.414798
    > [175] 1978.266266 1505.833034 2788.166056 2199.469610 2285.974593 1603.975500
    > [181] 4136.708585 1834.227924 1648.296753 2050.075608 2285.510500 3261.588067
    > [187] 3420.522981 3039.517534 2024.724968 4496.060227 3309.204685 1435.851537
    > [193] 2788.966081 1053.894276 2222.516181 1740.529646 3459.235519 2455.965766
    > [199] 4130.111614 3892.803641
    >
    > $residuals
    > [1] -0.268697141 -0.681160538 1.620527328 0.249187879 1.952203495
    > [6] 1.023406834 0.629133751 -0.627319931 2.137969984 0.625684908
    > [11] -0.837131659 -0.549728889 1.943087443 1.030735876 -1.228688291
    > [16] -2.048441190 1.105466394 -0.790633895 -0.675172023 -2.008836567
    > [21] 1.554570801 -0.250978552 -1.832240981 1.131381639 -0.125069201
    > [26] -1.079256778 -1.235557898 0.089827023 1.238126442 -0.320417540
    > [31] -0.819476034 0.970138816 0.943395343 1.140628690 0.257242985
    > [36] -1.051401153 0.422010341 -0.585071542 -2.663337242 0.445136191
    > [41] 0.798581228 0.331314742 0.137456741 -0.051343721 0.439940583
    > [46] -0.828367955 -1.419524685 0.014067087 -0.555301239 0.461312702
    > [51] -1.516115016 1.536485657 1.474392258 -0.811914584 1.493148589
    > [56] -1.563273950 -0.447065893 -0.109859387 0.875320147 0.648270665
    > [61] -1.624150552 -0.832149950 -0.276917674 0.524290240 1.206058460
    > [66] -0.741398889 0.364022210 0.153612602 -0.250083665 -0.155975595
    > [71] -0.733510879 -0.120060193 1.639924450 -2.501106643 -0.323546590
    > [76] -1.161058751 0.900702937 0.481315234 -2.349637818 -0.063172861
    > [81] 2.539893174 0.167643477 1.216461741 0.220653572 1.398904020
    > [86] -0.518966397 0.371640994 -0.156863814 0.575947900 -2.289638505
    > [91] -1.072688451 -0.120987880 -0.276285608 0.876726969 -0.136521859
    > [96] 0.034415586 1.024639202 0.789534703 -0.264553949 0.751740256
    > [101] 0.079617847 0.393629164 0.812492567 -0.771781315 -1.504139778
    > [106] 1.084063820 -1.365555244 0.204225338 -0.452622935 1.026015108
    > [111] 2.151545136 -0.471313174 -0.130534701 0.338909575 -0.706489988
    > [116] -0.435469802 -1.396462755 -1.734460309 -0.899740037 0.418827183
    > [121] -0.053668608 -1.006553868 -0.453259967 -0.530005460 -0.666034742
    > [126] -0.989545499 0.299815188 0.569189924 -0.537805102 1.327849619
    > [131] 1.202155523 -0.433710799 -1.023443271 0.411946256 -0.415677199
    > [136] 0.362303996 0.803980421 0.082408342 -0.546359524 -0.751831249
    > [141] 0.299690032 0.379048774 -0.172704227 0.323773444 -0.902046344
    > [146] 1.687343223 -1.394292518 1.718803215 0.209746945 0.008873170
    > [151] -1.267392490 0.887143743 1.455576514 -1.019794074 0.855977160
    > [156] 1.388665571 1.684319969 -0.838681649 -0.784324627 0.009210968
    > [161] 0.185458683 -0.909179965 -0.681109754 1.166188263 -0.021197608
    > [166] 1.029335703 -0.382580599 1.003176850 0.108141031 0.186085837
    > [171] -1.764305147 -0.828043247 0.804870112 -1.237430481 -1.015765689
    > [176] 0.173144982 1.019545925 -0.250010270 0.876547449 -1.225491394
    > [181] 1.112701703 0.826573382 -0.373840481 0.343600445 1.243749571
    > [186] -0.839056034 -0.761904857 0.094839821 -0.382301113 -0.124861564
    > [191] 0.785197365 0.268702151 1.621185151 -0.944984070 0.556412512
    > [196] 0.018995421 -0.906434160 -1.627707848 0.763029911 0.259655282
    12655,12658c12609,12612
    < gamma 0.0466383882 -2.117282e-04 -1.668972e-04 1.307041e-01
    < lambda -0.0002117282 1.501098e-06 8.555842e-07 5.403432e-05
    < delta -0.0001668972 8.555842e-07 2.069517e-02 -2.359801e-02
    < rho 0.1307041291 5.403432e-05 -2.359801e-02 2.979159e+00
    ---
    > gamma 0.0466383860 -2.117282e-04 -1.668970e-04 1.307041e-01
    > lambda -0.0002117282 1.501098e-06 8.555838e-07 5.403431e-05
    > delta -0.0001668970 8.555838e-07 2.069517e-02 -2.359800e-02
    > rho 0.1307041011 5.403431e-05 -2.359800e-02 2.979158e+00
    Running 'xMult.R'
    Comparing 'xMult.Rout' to 'xMult.Rout.save' ...20,35d19
    < Attaching package: 'boot'
    <
    < The following object(s) are masked from 'package:car':
    <
    < logit
    <
    < The following object(s) are masked from 'package:survival':
    <
    < aml
    <
    < The following object(s) are masked from 'package:lattice':
    <
    < melanoma
    <
    < Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-12)
    <
  • checking for unstated dependencies in vignettes ... OK
  • checking package vignettes in 'inst/doc' ... OK
  • checking running R code from vignettes ... OK
  • checking re-building of vignette PDFs ... OK
  • checking PDF version of manual ... OK
  • elapsed time (check, wall clock): 12:47