• using R version 2.14.2 (2012-02-29)
• using platform: i386-pc-mingw32 (32-bit)
• using session charset: ISO8859-1
• checking for file 'micEcon/DESCRIPTION' ... OK
• this is package 'micEcon' version '0.6-6'
• 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 whether package 'micEcon' can be installed ... OK
• checking installed package size ... OK
• checking package directory ... OK
• checking for portable file names ... 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 examples ... OK
• checking for unstated dependencies in tests ... OK
• checking tests ... OK
  Running 'cobbDouglasTest.R'
  Comparing 'cobbDouglasTest.Rout' to 'cobbDouglasTest.Rout.save' ...4c4
  < Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-13)
  ---
  > Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-1)
  Running 'indices.R'
  Comparing 'indices.Rout' to 'indices.Rout.save' ...4c4
  < Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-13)
  ---
  > Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-1)
  2852c2852
  < 1 0.16209205 0.3060969 0.5318111
  ---
  > 1 0.1620920 0.3060969 0.5318111
  2854c2854
  < 3 0.11691818 0.1193723 0.7637095
  ---
  > 3 0.1169182 0.1193723 0.7637095
  2856,2886c2856,2886
  < 5 0.11466814 0.2004937 0.6848382
  < 6 0.07863381 0.2308778 0.6904884
  < 7 0.13649935 0.2679921 0.5955086
  < 8 NA NA NA
  < 9 0.14404109 0.3165441 0.5394149
  < 10 0.23010684 0.4530183 0.3168749
  < 11 0.13762387 0.2875710 0.5748051
  < 12 NA NA NA
  < 13 0.10799253 0.1646813 0.7273262
  < 14 0.13040124 0.2579564 0.6116424
  < 15 0.14590004 0.2803089 0.5737911
  < 16 NA NA NA
  < 17 0.14024590 0.2807312 0.5790229
  < 18 0.15695750 0.2758206 0.5672219
  < 19 0.13739563 0.2128597 0.6497447
  < 20 0.13819212 0.2290906 0.6327173
  < 21 0.11297137 0.1901020 0.6969266
  < 22 0.12371678 0.3045674 0.5717158
  < 23 0.12479441 0.2495723 0.6256333
  < 24 NA NA NA
  < 25 0.11578806 0.2721161 0.6120959
  < 26 0.14901780 0.3249268 0.5260554
  < 27 0.13938307 0.2149948 0.6456222
  < 28 0.13220793 0.2206748 0.6471173
  < 29 0.13841586 0.3170680 0.5445162
  < 30 0.13304801 0.2421645 0.6247875
  < 31 0.12958508 0.2294059 0.6410090
  < 32 0.10658874 0.1835031 0.7099082
  < 33 0.13941650 0.2393795 0.6212040
  < 34 0.13745782 0.2869193 0.5756228
  < 35 0.12995943 0.2138134 0.6562272
  ---
  > 5 0.1146681 0.2004937 0.6848382
  > 6 0.0786338 0.2308778 0.6904884
  > 7 0.1364994 0.2679921 0.5955086
  > 8 NA NA NA
  > 9 0.1440411 0.3165441 0.5394149
  > 10 0.2301068 0.4530183 0.3168749
  > 11 0.1376239 0.2875710 0.5748051
  > 12 NA NA NA
  > 13 0.1079925 0.1646813 0.7273262
  > 14 0.1304012 0.2579564 0.6116424
  > 15 0.1459000 0.2803089 0.5737911
  > 16 NA NA NA
  > 17 0.1402459 0.2807312 0.5790229
  > 18 0.1569575 0.2758206 0.5672219
  > 19 0.1373956 0.2128597 0.6497447
  > 20 0.1381921 0.2290906 0.6327173
  > 21 0.1129714 0.1901020 0.6969266
  > 22 0.1237168 0.3045674 0.5717158
  > 23 0.1247944 0.2495723 0.6256333
  > 24 NA NA NA
  > 25 0.1157881 0.2721161 0.6120959
  > 26 0.1490178 0.3249268 0.5260554
  > 27 0.1393831 0.2149948 0.6456222
  > 28 0.1322079 0.2206748 0.6471173
  > 29 0.1384159 0.3170680 0.5445162
  > 30 0.1330480 0.2421645 0.6247875
  > 31 0.1295851 0.2294059 0.6410090
  > 32 0.1065887 0.1835031 0.7099082
  > 33 0.1394165 0.2393795 0.6212040
  > 34 0.1374578 0.2869193 0.5756228
  > 35 0.1299594 0.2138134 0.6562272
  Running 'npregHomTest.R'
  Comparing 'npregHomTest.Rout' to 'npregHomTest.Rout.save' ...5c5
  < Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-13)
  ---
  > Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-1)
  93,99c93,99
  < [1,] -2.3490390 2.5457658 1.944729e-03 0.8427032
  < [2,] -2.4945193 2.5631547 1.757982e-03 0.8750527
  < [3,] -2.2761223 2.5519634 1.014854e-04 0.2673161
  < [4,] -1.7078676 1.8671460 -1.423326e-04 0.1994970
  < [5,] -0.4717482 0.4819728 7.956272e-05 0.3086799
  < [6,] 2.9975397 -2.9945390 -1.775171e-05 0.6788983
  < [7,] 2.1748426 -2.1824080 -1.510609e-05 0.7419406
  ---
  > [1,] -2.3490395 2.5457664 1.944730e-03 0.8427035
  > [2,] -2.4945197 2.5631551 1.757982e-03 0.8750529
  > [3,] -2.2761224 2.5519635 1.014854e-04 0.2673162
  > [4,] -1.7078678 1.8671461 -1.423325e-04 0.1994970
  > [5,] -0.4717483 0.4819729 7.956271e-05 0.3086799
  > [6,] 2.9975397 -2.9945389 -1.775170e-05 0.6788984
  > [7,] 2.1748425 -2.1824080 -1.510609e-05 0.7419406
  101,112c101,112
  < [9,] 1.7326372 -1.7035494 1.959667e-04 0.7900884
  < [10,] -6.1168494 5.5697928 8.101434e-04 6.1365157
  < [11,] -3.5216759 2.9839011 1.348740e-03 9.0304933
  < [12,] -2.7541362 2.1746765 1.831971e-03 9.6005934
  < [13,] -3.2856128 2.9087990 5.800799e-04 3.0583682
  < [14,] -3.8457663 3.4981218 2.865945e-04 2.2558040
  < [15,] -5.8787912 5.4073116 5.923245e-04 1.8341178
  < [16,] 6.8291614 -5.8619222 -6.684419e-04 -3.9806269
  < [17,] 1.7756945 -1.4851998 -2.666554e-04 -2.8689168
  < [18,] -2.0945440 1.6128532 2.564680e-04 2.7735967
  < [19,] 1.4899094 -1.4744823 1.264643e-03 6.3116326
  < [20,] 3.0108686 -2.7017335 1.215329e-03 5.4040091
  ---
  > [9,] 1.7326372 -1.7035494 1.959666e-04 0.7900884
  > [10,] -6.1168493 5.5697928 8.101432e-04 6.1365158
  > [11,] -3.5216759 2.9839011 1.348740e-03 9.0304935
  > [12,] -2.7541361 2.1746765 1.831971e-03 9.6005936
  > [13,] -3.2856128 2.9087990 5.800798e-04 3.0583682
  > [14,] -3.8457661 3.4981216 2.865944e-04 2.2558040
  > [15,] -5.8787911 5.4073115 5.923243e-04 1.8341178
  > [16,] 6.8291617 -5.8619225 -6.684418e-04 -3.9806272
  > [17,] 1.7756946 -1.4851999 -2.666554e-04 -2.8689169
  > [18,] -2.0945439 1.6128532 2.564679e-04 2.7735968
  > [19,] 1.4899094 -1.4744823 1.264643e-03 6.3116328
  > [20,] 3.0108686 -2.7017335 1.215329e-03 5.4040093
  123,142c123,142
  < 1 -0.40444816 0.37563468 0.0288134816 0.035253606
  < 2 -0.41396456 0.37317816 0.0407864009 0.035003154
  < 3 -0.36754680 0.36447514 0.0030716567 0.010830281
  < 4 -0.24913701 0.25260874 -0.0034717271 0.007640924
  < 5 -0.07177834 0.06978057 0.0019977654 0.011823163
  < 6 0.45418370 -0.45372903 -0.0004546725 0.025953061
  < 7 0.35482836 -0.35440248 -0.0004258785 0.029051612
  < 8 0.65629033 -0.65796618 0.0016758538 0.023125077
  < 9 0.28816855 -0.29374484 0.0055762895 0.030797533
  < 10 -0.96934991 0.94502508 0.0243248275 0.242435459
  < 11 -0.51944866 0.48078322 0.0386654409 0.357669484
  < 12 -0.33832993 0.28779034 0.0505395965 0.373288134
  < 13 -0.39180552 0.37534699 0.0164585316 0.122374541
  < 14 -0.47885815 0.47084146 0.0080166892 0.093167606
  < 15 -0.77439479 0.75705751 0.0173372706 0.075158175
  < 16 0.90026181 -0.87697588 -0.0232859313 -0.177025058
  < 17 0.24571797 -0.23553051 -0.0101874538 -0.136062282
  < 18 -0.26552406 0.25573868 0.0097853839 0.138032548
  < 19 0.17421993 -0.22337772 0.0491577949 0.320007159
  < 20 0.35205393 -0.40190429 0.0498503560 0.279014546
  ---
  > 1 -0.40444826 0.37563477 0.0288134843 0.035253616
  > 2 -0.41396463 0.37317823 0.0407864035 0.035003162
  > 3 -0.36754681 0.36447515 0.0030716585 0.010830282
  > 4 -0.24913703 0.25260876 -0.0034717263 0.007640924
  > 5 -0.07177834 0.06978058 0.0019977652 0.011823163
  > 6 0.45418370 -0.45372902 -0.0004546725 0.025953062
  > 7 0.35482835 -0.35440248 -0.0004258785 0.029051613
  > 8 0.65629032 -0.65796618 0.0016758538 0.023125078
  > 9 0.28816855 -0.29374484 0.0055762887 0.030797534
  > 10 -0.96934990 0.94502508 0.0243248212 0.242435463
  > 11 -0.51944865 0.48078322 0.0386654325 0.357669492
  > 12 -0.33832992 0.28779033 0.0505395870 0.373288144
  > 13 -0.39180551 0.37534698 0.0164585277 0.122374543
  > 14 -0.47885813 0.47084145 0.0080166864 0.093167605
  > 15 -0.77439478 0.75705751 0.0173372665 0.075158175
  > 16 0.90026185 -0.87697592 -0.0232859257 -0.177025068
  > 17 0.24571797 -0.23553052 -0.0101874515 -0.136062288
  > 18 -0.26552405 0.25573867 0.0097853803 0.138032551
  > 19 0.17421993 -0.22337771 0.0491577876 0.320007171
  > 20 0.35205393 -0.40190428 0.0498503496 0.279014554
  149,168c149,168
  < 1 -0.40648815 0.3775293 0.0289588130 0.035431421
  < 2 -0.41283352 0.3721586 0.0406749631 0.034907517
  < 3 -0.36844779 0.3653686 0.0030791865 0.010856830
  < 4 -0.24777139 0.2512241 -0.0034526972 0.007599041
  < 5 -0.07208037 0.0700742 0.0020061718 0.011872913
  < 6 0.45625403 -0.4557973 -0.0004567451 0.026071365
  < 7 0.34863693 -0.3482185 -0.0004184473 0.028544688
  < 8 0.65992671 -0.6616119 0.0016851394 0.023253209
  < 9 0.29086902 -0.2964976 0.0056285457 0.031086141
  < 10 -0.98639785 0.9616452 0.0247526279 0.246699169
  < 11 -0.51451209 0.4762141 0.0382979851 0.354270383
  < 12 -0.34155858 0.2905367 0.0510218909 0.376850386
  < 13 -0.38018470 0.3642143 0.0159703773 0.118744955
  < 14 -0.46780746 0.4599758 0.0078316867 0.091017562
  < 15 -0.80824381 0.7901487 0.0180950879 0.078443361
  < 16 0.89786678 -0.8746428 -0.0232239821 -0.176554106
  < 17 0.24799926 -0.2377172 -0.0102820359 -0.137325508
  < 18 -0.26654417 0.2567212 0.0098229782 0.138562853
  < 19 0.17532182 -0.2247905 0.0494687030 0.322031107
  < 20 0.34873574 -0.3981162 0.0493805051 0.276384771
  ---
  > 1 -0.40648824 0.3775294 0.0289588158 0.035431431
  > 2 -0.41283359 0.3721586 0.0406749656 0.034907526
  > 3 -0.36844780 0.3653686 0.0030791883 0.010856831
  > 4 -0.24777141 0.2512241 -0.0034526964 0.007599042
  > 5 -0.07208038 0.0700742 0.0020061715 0.011872913
  > 6 0.45625403 -0.4557973 -0.0004567450 0.026071366
  > 7 0.34863693 -0.3482185 -0.0004184473 0.028544689
  > 8 0.65992671 -0.6616119 0.0016851394 0.023253210
  > 9 0.29086902 -0.2964976 0.0056285450 0.031086142
  > 10 -0.98639785 0.9616452 0.0247526215 0.246699172
  > 11 -0.51451209 0.4762141 0.0382979768 0.354270392
  > 12 -0.34155857 0.2905367 0.0510218814 0.376850396
  > 13 -0.38018469 0.3642143 0.0159703735 0.118744957
  > 14 -0.46780744 0.4599758 0.0078316840 0.091017561
  > 15 -0.80824381 0.7901487 0.0180950837 0.078443361
  > 16 0.89786682 -0.8746428 -0.0232239765 -0.176554116
  > 17 0.24799926 -0.2377172 -0.0102820336 -0.137325514
  > 18 -0.26654417 0.2567212 0.0098229746 0.138562856
  > 19 0.17532181 -0.2247905 0.0494686956 0.322031119
  > 20 0.34873574 -0.3981162 0.0493804988 0.276384779
  229c229
  < Bandwidth(s): 10.00021 49.45056 2.664301
  ---
  > Bandwidth(s): 10.00021 49.45027 2.664297
  240,259c240,259
  < [1,] -0.0001431203 -6.852025e-05 2.345558e-06 0.0000564328
  < [2,] -1.8535103516 -8.923045e-01 1.885732e-02 1.5913994528
  < [3,] 0.5814562712 2.805687e-01 -4.426090e-03 3.4615713219
  < [4,] -0.1435943927 -6.922067e-02 1.242718e-03 0.7145131596
  < [5,] -0.3062707869 -1.476174e-01 2.707063e-03 0.7077160282
  < [6,] -0.2302589817 -1.109878e-01 2.018722e-03 0.7054681720
  < [7,] -0.0850802168 -4.101632e-02 7.286196e-04 0.7820448890
  < [8,] 0.0716723054 3.456418e-02 -5.940016e-04 1.0722648288
  < [9,] -0.2106179971 -1.015207e-01 1.846224e-03 0.7046119616
  < [10,] 0.2033754960 9.810102e-02 -1.627762e-03 1.7770665014
  < [11,] -0.0105197565 -5.069235e-03 8.261711e-05 2.7573479484
  < [12,] -1.3036404506 -6.294891e-01 8.824616e-03 2.9512835531
  < [13,] 0.7071362006 3.415669e-01 -4.525465e-03 -0.0866877920
  < [14,] -0.5843238170 -2.821511e-01 3.958731e-03 1.2997665392
  < [15,] -0.7336875264 -3.542631e-01 4.996446e-03 1.7145564603
  < [16,] 3.5758343014 1.728056e+00 -2.095281e-02 -3.4325921360
  < [17,] 1.0842218183 5.240674e-01 -6.102471e-03 -1.6780199226
  < [18,] -0.5588910899 -2.702155e-01 2.979903e-03 0.7012360356
  < [19,] -2.4018372967 -1.161705e+00 1.175295e-02 3.4143073710
  < [20,] -1.4227922852 -6.883424e-01 6.552253e-03 2.1748791247
  ---
  > [1,] -0.0001431196 -6.851991e-05 2.345546e-06 5.643264e-05
  > [2,] -1.8535106390 -8.923047e-01 1.885732e-02 1.591403e+00
  > [3,] 0.5814595089 2.805703e-01 -4.426114e-03 3.461575e+00
  > [4,] -0.1435942911 -6.922062e-02 1.242717e-03 7.145147e-01
  > [5,] -0.3062707379 -1.476173e-01 2.707063e-03 7.077175e-01
  > [6,] -0.2302589146 -1.109877e-01 2.018721e-03 7.054697e-01
  > [7,] -0.0850801754 -4.101630e-02 7.286193e-04 7.820466e-01
  > [8,] 0.0716724124 3.456423e-02 -5.940025e-04 1.072267e+00
  > [9,] -0.2106179361 -1.015207e-01 1.846224e-03 7.046135e-01
  > [10,] 0.2033760391 9.810128e-02 -1.627767e-03 1.777070e+00
  > [11,] -0.0105186314 -5.068693e-03 8.260828e-05 2.757352e+00
  > [12,] -1.3036384340 -6.294882e-01 8.824602e-03 2.951282e+00
  > [13,] 0.7071354324 3.415665e-01 -4.525461e-03 -8.668802e-02
  > [14,] -0.5843231603 -2.821508e-01 3.958726e-03 1.299767e+00
  > [15,] -0.7336862554 -3.542625e-01 4.996438e-03 1.714555e+00
  > [16,] 3.5758341407 1.728055e+00 -2.095281e-02 -3.432599e+00
  > [17,] 1.0842209920 5.240670e-01 -6.102467e-03 -1.678023e+00
  > [18,] -0.5588908232 -2.702154e-01 2.979902e-03 7.012373e-01
  > [19,] -2.4018359595 -1.161704e+00 1.175295e-02 3.414313e+00
  > [20,] -1.4227918516 -6.883422e-01 6.552251e-03 2.174883e+00
  270,289c270,289
  < 1 -2.476616e-05 -1.016134e-05 3.492749e-05 2.372712e-06
  < 2 -2.978302e-01 -1.257917e-01 4.236219e-01 6.163815e-02
  < 3 8.855538e-02 3.779319e-02 -1.263486e-01 1.322722e-01
  < 4 -2.088360e-02 -9.336619e-03 3.022021e-02 2.728371e-02
  < 5 -4.650510e-02 -2.132855e-02 6.783365e-02 2.705181e-02
  < 6 -3.530351e-02 -1.701675e-02 5.232026e-02 2.728953e-02
  < 7 -1.406033e-02 -6.746740e-03 2.080707e-02 3.101768e-02
  < 8 1.178419e-02 5.805976e-03 -1.759016e-02 4.262143e-02
  < 9 -3.469533e-02 -1.733831e-02 5.203364e-02 2.720363e-02
  < 10 3.258483e-02 1.682836e-02 -4.941319e-02 7.098099e-02
  < 11 -1.603948e-03 -8.443039e-04 2.448252e-03 1.128895e-01
  < 12 -1.604292e-01 -8.345271e-02 2.438819e-01 1.149550e-01
  < 13 8.494083e-02 4.439706e-02 -1.293379e-01 -3.493965e-03
  < 14 -7.353321e-02 -3.838199e-02 1.119152e-01 5.425439e-02
  < 15 -9.658749e-02 -4.956884e-02 1.461563e-01 7.021601e-02
  < 16 4.654849e-01 2.552890e-01 -7.207739e-01 -1.507413e-01
  < 17 1.497491e-01 8.295197e-02 -2.327010e-01 -7.943176e-02
  < 18 -7.077296e-02 -4.279939e-02 1.135723e-01 3.486006e-02
  < 19 -2.806311e-01 -1.758532e-01 4.564842e-01 1.729716e-01
  < 20 -1.668909e-01 -1.027208e-01 2.696117e-01 1.126470e-01
  ---
  > 1 -2.476603e-05 -1.016129e-05 3.492732e-05 2.372706e-06
  > 2 -2.978303e-01 -1.257917e-01 4.236220e-01 6.163829e-02
  > 3 8.855587e-02 3.779340e-02 -1.263493e-01 1.322724e-01
  > 4 -2.088358e-02 -9.336612e-03 3.022019e-02 2.728377e-02
  > 5 -4.650509e-02 -2.132855e-02 6.783364e-02 2.705186e-02
  > 6 -3.530350e-02 -1.701674e-02 5.232024e-02 2.728959e-02
  > 7 -1.406032e-02 -6.746736e-03 2.080706e-02 3.101775e-02
  > 8 1.178420e-02 5.805985e-03 -1.759019e-02 4.262153e-02
  > 9 -3.469532e-02 -1.733830e-02 5.203362e-02 2.720369e-02
  > 10 3.258492e-02 1.682841e-02 -4.941332e-02 7.098112e-02
  > 11 -1.603777e-03 -8.442135e-04 2.447990e-03 1.128896e-01
  > 12 -1.604290e-01 -8.345258e-02 2.438816e-01 1.149549e-01
  > 13 8.494074e-02 4.439702e-02 -1.293378e-01 -3.493974e-03
  > 14 -7.353312e-02 -3.838195e-02 1.119151e-01 5.425440e-02
  > 15 -9.658732e-02 -4.956875e-02 1.461561e-01 7.021597e-02
  > 16 4.654849e-01 2.552890e-01 -7.207739e-01 -1.507416e-01
  > 17 1.497489e-01 8.295191e-02 -2.327008e-01 -7.943191e-02
  > 18 -7.077292e-02 -4.279937e-02 1.135723e-01 3.486012e-02
  > 19 -2.806309e-01 -1.758531e-01 4.564840e-01 1.729719e-01
  > 20 -1.668908e-01 -1.027208e-01 2.696116e-01 1.126472e-01
  296,315c296,315
  < 1 -2.476618e-05 -1.016135e-05 3.492752e-05 2.372714e-06
  < 2 -3.067490e-01 -1.295586e-01 4.363076e-01 6.348395e-02
  < 3 9.412336e-02 4.016946e-02 -1.342928e-01 1.405889e-01
  < 4 -2.083217e-02 -9.313626e-03 3.014579e-02 2.721652e-02
  < 5 -4.679639e-02 -2.146214e-02 6.825853e-02 2.722124e-02
  < 6 -3.504761e-02 -1.689339e-02 5.194100e-02 2.709171e-02
  < 7 -1.363874e-02 -6.544441e-03 2.018318e-02 3.008762e-02
  < 8 1.188325e-02 5.854782e-03 -1.773803e-02 4.297971e-02
  < 9 -3.535781e-02 -1.766937e-02 5.302717e-02 2.772306e-02
  < 10 3.279616e-02 1.693750e-02 -4.973366e-02 7.144133e-02
  < 11 -1.536922e-03 -8.090219e-04 2.345944e-03 1.081720e-01
  < 12 -1.616730e-01 -8.409972e-02 2.457728e-01 1.158462e-01
  < 13 8.182412e-02 4.276801e-02 -1.245921e-01 -3.365762e-03
  < 14 -7.107843e-02 -3.710068e-02 1.081791e-01 5.244320e-02
  < 15 -1.008708e-01 -5.176704e-02 1.526378e-01 7.332984e-02
  < 16 4.701343e-01 2.578389e-01 -7.279731e-01 -1.522469e-01
  < 17 1.514259e-01 8.388086e-02 -2.353068e-01 -8.032123e-02
  < 18 -7.112248e-02 -4.301076e-02 1.141332e-01 3.503223e-02
  < 19 -2.826309e-01 -1.771063e-01 4.597373e-01 1.742042e-01
  < 20 -1.647958e-01 -1.014313e-01 2.662271e-01 1.112329e-01
  ---
  > 1 -2.476605e-05 -1.016129e-05 3.492735e-05 2.372708e-06
  > 2 -3.067490e-01 -1.295586e-01 4.363076e-01 6.348410e-02
  > 3 9.412389e-02 4.016969e-02 -1.342936e-01 1.405891e-01
  > 4 -2.083215e-02 -9.313619e-03 3.014577e-02 2.721658e-02
  > 5 -4.679638e-02 -2.146214e-02 6.825852e-02 2.722130e-02
  > 6 -3.504760e-02 -1.689339e-02 5.194099e-02 2.709177e-02
  > 7 -1.363873e-02 -6.544437e-03 2.018317e-02 3.008769e-02
  > 8 1.188326e-02 5.854791e-03 -1.773805e-02 4.297981e-02
  > 9 -3.535780e-02 -1.766936e-02 5.302716e-02 2.772312e-02
  > 10 3.279624e-02 1.693755e-02 -4.973379e-02 7.144146e-02
  > 11 -1.536758e-03 -8.089353e-04 2.345693e-03 1.081722e-01
  > 12 -1.616728e-01 -8.409959e-02 2.457724e-01 1.158462e-01
  > 13 8.182403e-02 4.276797e-02 -1.245920e-01 -3.365770e-03
  > 14 -7.107835e-02 -3.710064e-02 1.081790e-01 5.244321e-02
  > 15 -1.008706e-01 -5.176695e-02 1.526376e-01 7.332980e-02
  > 16 4.701343e-01 2.578389e-01 -7.279731e-01 -1.522473e-01
  > 17 1.514258e-01 8.388079e-02 -2.353066e-01 -8.032139e-02
  > 18 -7.112245e-02 -4.301074e-02 1.141332e-01 3.503229e-02
  > 19 -2.826308e-01 -1.771062e-01 4.597370e-01 1.742045e-01
  > 20 -1.647958e-01 -1.014313e-01 2.662270e-01 1.112331e-01
  388c388
  < Bandwidth(s): 0.01327776 0.01144763 35831442 2.005919
  ---
  > Bandwidth(s): 0.01327776 0.01144763 54034536 2.005919
  399,418c399,418
  < [1,] 0.09398842 -0.1085895 -1.079019e-05 0.015006921
  < [2,] -0.82214889 0.9249883 7.599808e-05 0.149669732
  < [3,] -0.26609948 0.2961552 2.221110e-05 0.007373736
  < [4,] 0.20061402 -0.2144640 -1.023513e-05 0.105926873
  < [5,] -0.61194101 0.6395631 2.041267e-05 0.222443353
  < [6,] 3.99299583 -3.9929958 -2.505759e-17 0.353667319
  < [7,] 2.67466570 -2.6857704 -8.206341e-06 0.422677256
  < [8,] 5.15148424 -5.0549156 7.136403e-05 0.387650019
  < [9,] 2.01177410 -1.9482035 4.697856e-05 0.582563142
  < [10,] -5.08800756 4.7910514 -2.194500e-04 3.049208599
  < [11,] -4.12028215 3.8123465 -2.275638e-04 2.419317258
  < [12,] 0.16229070 -0.1522033 7.454564e-06 3.376529740
  < [13,] -0.87373815 0.8167166 -4.213883e-05 1.127916180
  < [14,] -2.81884377 2.6357975 -1.352708e-04 1.843848365
  < [15,] -4.11270364 3.9020417 -1.556788e-04 1.181031819
  < [16,] 4.99156888 -4.4854530 3.740186e-04 -3.116586898
  < [17,] 0.77457741 -0.6907979 6.191292e-05 -2.055141545
  < [18,] -0.85276373 0.7075908 -1.072825e-04 1.977950919
  < [19,] 3.58982852 -2.9013784 5.087632e-04 3.225206824
  < [20,] 5.18691677 -4.2649274 6.813483e-04 2.006474684
  ---
  > [1,] 0.09398842 -0.1085895 -1.079019e-05 0.015006923
  > [2,] -0.82214887 0.9249882 7.599808e-05 0.149669756
  > [3,] -0.26609947 0.2961552 2.221110e-05 0.007373737
  > [4,] 0.20061405 -0.2144641 -1.023513e-05 0.105926890
  > [5,] -0.61194096 0.6395630 2.041266e-05 0.222443388
  > [6,] 3.99299584 -3.9929958 -1.119966e-17 0.353667386
  > [7,] 2.67466574 -2.6857704 -8.206342e-06 0.422677333
  > [8,] 5.15148429 -5.0549156 7.136403e-05 0.387650002
  > [9,] 2.01177414 -1.9482035 4.697856e-05 0.582563203
  > [10,] -5.08800820 4.7910520 -2.194501e-04 3.049208610
  > [11,] -4.12028267 3.8123470 -2.275638e-04 2.419317360
  > [12,] 0.16229036 -0.1522030 7.454548e-06 3.376529874
  > [13,] -0.87373826 0.8167167 -4.213883e-05 1.127916327
  > [14,] -2.81884408 2.6357978 -1.352708e-04 1.843848545
  > [15,] -4.11270382 3.9020418 -1.556788e-04 1.181031885
  > [16,] 4.99156887 -4.4854530 3.740186e-04 -3.116587406
  > [17,] 0.77457733 -0.6907978 6.191291e-05 -2.055141878
  > [18,] -0.85276381 0.7075908 -1.072825e-04 1.977950974
  > [19,] 3.58982821 -2.9013781 5.087632e-04 3.225207121
  > [20,] 5.18691620 -4.2649269 6.813482e-04 2.006474740
  429,430c429,430
  < 1 0.01626197 -0.01610131 -1.606541e-04 0.0006308797
  < 2 -0.13590361 0.13414727 1.756337e-03 0.0059636365
  ---
  > 1 0.01626197 -0.01610131 -1.606541e-04 0.0006308798
  > 2 -0.13590361 0.13414727 1.756337e-03 0.0059636375
  432,448c432,448
  < 4 0.02919963 -0.02895053 -2.490960e-04 0.0040480666
  < 5 -0.09314125 0.09262852 5.127244e-04 0.0085230324
  < 6 0.60517688 -0.60517688 -6.419701e-16 0.0135237039
  < 7 0.43624830 -0.43601701 -2.312900e-04 0.0165456461
  < 8 0.84739714 -0.84951145 2.114307e-03 0.0154160168
  < 9 0.33491802 -0.33625610 1.338083e-03 0.0227302175
  < 10 -0.80777322 0.81437426 -6.601041e-03 0.1206841795
  < 11 -0.61203887 0.61860873 -6.569869e-03 0.0964988282
  < 12 0.01987417 -0.02007918 2.050103e-04 0.1308750803
  < 13 -0.10433740 0.10553467 -1.197265e-03 0.0451942003
  < 14 -0.35207615 0.35587168 -3.795533e-03 0.0763889221
  < 15 -0.54179073 0.54634774 -4.557012e-03 0.0483994432
  < 16 0.65702723 -0.67003695 1.300972e-02 -0.1383908435
  < 17 0.10700904 -0.10937052 2.361476e-03 -0.0973079984
  < 18 -0.10796879 0.11205696 -4.088169e-03 0.0983125148
  < 19 0.42235283 -0.44225058 1.989775e-02 0.1645278055
  < 20 0.60375831 -0.63157977 2.782146e-02 0.1031290223
  ---
  > 4 0.02919964 -0.02895054 -2.490960e-04 0.0040480673
  > 5 -0.09314124 0.09262851 5.127244e-04 0.0085230337
  > 6 0.60517688 -0.60517688 -2.869329e-16 0.0135237065
  > 7 0.43624831 -0.43601702 -2.312900e-04 0.0165456491
  > 8 0.84739715 -0.84951146 2.114307e-03 0.0154160162
  > 9 0.33491802 -0.33625611 1.338083e-03 0.0227302199
  > 10 -0.80777332 0.81437436 -6.601042e-03 0.1206841801
  > 11 -0.61203894 0.61860881 -6.569869e-03 0.0964988323
  > 12 0.01987412 -0.02007913 2.050099e-04 0.1308750855
  > 13 -0.10433742 0.10553468 -1.197265e-03 0.0451942062
  > 14 -0.35207619 0.35587172 -3.795534e-03 0.0763889295
  > 15 -0.54179076 0.54634777 -4.557012e-03 0.0483994459
  > 16 0.65702723 -0.67003695 1.300972e-02 -0.1383908660
  > 17 0.10700903 -0.10937051 2.361476e-03 -0.0973080142
  > 18 -0.10796880 0.11205697 -4.088169e-03 0.0983125176
  > 19 0.42235280 -0.44225055 1.989775e-02 0.1645278207
  > 20 0.60375824 -0.63157970 2.782146e-02 0.1031290252
  455,474c455,474
  < 1 0.01626417 -0.01610350 -1.606759e-04 0.0006309653
  < 2 -0.13606253 0.13430414 1.758391e-03 0.0059706103
  < 3 -0.04307491 0.04240100 6.739111e-04 0.0002994783
  < 4 0.02910437 -0.02885609 -2.482834e-04 0.0040348605
  < 5 -0.09350101 0.09298630 5.147048e-04 0.0085559528
  < 6 0.60777191 -0.60777191 -6.447229e-16 0.0135816943
  < 7 0.42876080 -0.42853348 -2.273203e-04 0.0162616668
  < 8 0.85411451 -0.85624558 2.131067e-03 0.0155382204
  < 9 0.33772954 -0.33907886 1.349316e-03 0.0229210301
  < 10 -0.82048771 0.82719265 -6.704943e-03 0.1225837695
  < 11 -0.60196766 0.60842942 -6.461760e-03 0.0949109228
  < 12 0.02012674 -0.02033436 2.076157e-04 0.1325383222
  < 13 -0.10110195 0.10226209 -1.160138e-03 0.0437927512
  < 14 -0.34289035 0.34658686 -3.696506e-03 0.0743959059
  < 15 -0.56543381 0.57018968 -4.755875e-03 0.0505115348
  < 16 0.65626856 -0.66926326 1.299470e-02 -0.1382310433
  < 17 0.10817999 -0.11056731 2.387316e-03 -0.0983727928
  < 18 -0.10851966 0.11262869 -4.109027e-03 0.0988141200
  < 19 0.42242517 -0.44232633 1.990116e-02 0.1645559860
  < 20 0.60077789 -0.62846201 2.768412e-02 0.1026199315
  ---
  > 1 0.01626417 -0.01610350 -1.606759e-04 0.0006309654
  > 2 -0.13606253 0.13430414 1.758391e-03 0.0059706113
  > 3 -0.04307491 0.04240100 6.739110e-04 0.0002994784
  > 4 0.02910438 -0.02885609 -2.482834e-04 0.0040348612
  > 5 -0.09350100 0.09298629 5.147048e-04 0.0085559541
  > 6 0.60777191 -0.60777191 -2.881632e-16 0.0135816969
  > 7 0.42876081 -0.42853349 -2.273203e-04 0.0162616697
  > 8 0.85411452 -0.85624558 2.131067e-03 0.0155382198
  > 9 0.33772955 -0.33907887 1.349316e-03 0.0229210325
  > 10 -0.82048781 0.82719275 -6.704944e-03 0.1225837699
  > 11 -0.60196773 0.60842949 -6.461761e-03 0.0949109269
  > 12 0.02012670 -0.02033431 2.076153e-04 0.1325383275
  > 13 -0.10110197 0.10226211 -1.160138e-03 0.0437927569
  > 14 -0.34289039 0.34658689 -3.696507e-03 0.0743959131
  > 15 -0.56543383 0.57018971 -4.755875e-03 0.0505115377
  > 16 0.65626856 -0.66926326 1.299470e-02 -0.1382310658
  > 17 0.10817998 -0.11056730 2.387316e-03 -0.0983728088
  > 18 -0.10851967 0.11262870 -4.109028e-03 0.0988141227
  > 19 0.42242514 -0.44232630 1.990116e-02 0.1645560011
  > 20 0.60077782 -0.62846194 2.768412e-02 0.1026199344
  582c582
  < Bandwidth(s): 0.01630222 21.3718 1.699412
  ---
  > Bandwidth(s): 0.01630222 21.37180 1.699412
  593,594c593,594
  < [1,] -1.1479845 0.38360659 9.520206e-03 0.09743691
  < [2,] -1.1393593 0.20703801 6.850352e-03 0.10179849
  ---
  > [1,] -1.1479844 0.38360645 9.520206e-03 0.09743689
  > [2,] -1.1393592 0.20703790 6.850352e-03 0.10179848
  596,597c596,597
  < [4,] 0.7253859 -0.78116754 -5.379665e-06 0.00000000
  < [5,] 0.7024502 -0.73941060 6.856644e-06 0.00000000
  ---
  > [4,] 0.7253859 -0.78116754 -5.379664e-06 0.00000000
  > [5,] 0.7024502 -0.73941060 6.856645e-06 0.00000000
  602,604c602,604
  < [10,] -5.5308766 5.13481084 1.754435e-04 19.43192458
  < [11,] -1.8379614 1.33714446 1.941260e-03 13.07239453
  < [12,] -0.8462923 0.44026197 1.656515e-03 22.51412887
  ---
  > [10,] -5.5308766 5.13481083 1.754435e-04 19.43192452
  > [11,] -1.8379614 1.33714446 1.941260e-03 13.07239450
  > [12,] -0.8462923 0.44026197 1.656515e-03 22.51412882
  610c610
  < [18,] -4.5864638 3.67070274 -1.609360e-05 2.17238371
  ---
  > [18,] -4.5864638 3.67070274 -1.609359e-05 2.17238371
  623,625c623,625
  < 1 -0.198347631 0.056800434 0.1415471965 0.0040904467
  < 2 -0.188672204 0.030078931 0.1585932729 0.0040633593
  < 3 -0.009387896 0.003664802 0.0057230947 0.0006423547
  ---
  > 1 -0.198347612 0.056800413 0.1415471985 0.0040904458
  > 2 -0.188672191 0.030078916 0.1585932747 0.0040633586
  > 3 -0.009387896 0.003664802 0.0057230948 0.0006423547
  631,637c631,637
  < 9 1.155281563 -1.162174578 0.0068930149 0.0062339981
  < 10 -0.877652869 0.872378126 0.0052747430 0.7687163710
  < 11 -0.270030948 0.214598716 0.0554322315 0.5157146557
  < 12 -0.104051670 0.058313133 0.0457385370 0.8761428381
  < 13 -0.299464200 0.287997040 0.0114671600 0.0438219918
  < 14 -0.323567252 0.313869440 0.0096978119 0.0589323818
  < 15 -0.358749995 0.347612880 0.0111371155 0.0366539624
  ---
  > 9 1.155281564 -1.162174579 0.0068930149 0.0062339981
  > 10 -0.877652869 0.872378126 0.0052747431 0.7687163687
  > 11 -0.270030948 0.214598716 0.0554322319 0.5157146548
  > 12 -0.104051670 0.058313133 0.0457385373 0.8761428361
  > 13 -0.299464200 0.287997040 0.0114671601 0.0438219918
  > 14 -0.323567252 0.313869440 0.0096978120 0.0589323818
  > 15 -0.358749995 0.347612880 0.0111371156 0.0366539624
  640,642c640,642
  < 18 -0.579047892 0.579659425 -0.0006115331 0.1076705273
  < 19 -0.233140738 0.190234527 0.0429062114 0.3080445752
  < 20 0.334188666 -0.378523073 0.0443344064 0.1834373702
  ---
  > 18 -0.579047892 0.579659425 -0.0006115329 0.1076705272
  > 19 -0.233140738 0.190234526 0.0429062119 0.3080445751
  > 20 0.334188666 -0.378523073 0.0443344067 0.1834373702
  649,651c649,651
  < 1 -0.198652339 0.056887693 0.1417646461 0.0040967305
  < 2 -0.188559661 0.030060989 0.1584986722 0.0040609355
  < 3 -0.009383276 0.003662998 0.0057202778 0.0006420386
  ---
  > 1 -0.198652320 0.056887672 0.1417646480 0.0040967297
  > 2 -0.188559648 0.030060974 0.1584986741 0.0040609348
  > 3 -0.009383276 0.003662998 0.0057202779 0.0006420386
  657,668c657,668
  < 9 1.165175540 -1.172127587 0.0069520475 0.0062873869
  < 10 -0.891904385 0.886543989 0.0053603954 0.7811989525
  < 11 -0.268523677 0.213400860 0.0551228175 0.5128360178
  < 12 -0.104954285 0.058818981 0.0461353044 0.8837431019
  < 13 -0.290166014 0.279054903 0.0111111115 0.0424613449
  < 14 -0.315120021 0.305675386 0.0094446353 0.0573938595
  < 15 -0.375881590 0.364212637 0.0116689526 0.0384043201
  < 16 0.070789464 -0.064786001 -0.0060034632 -0.0558286330
  < 17 0.072391269 -0.066170828 -0.0062204409 -0.0602509517
  < 18 -0.583656975 0.584273375 -0.0006164008 0.1085275589
  < 19 -0.235378796 0.192060702 0.0433180939 0.3110016803
  < 20 0.328653177 -0.372253230 0.0436000529 0.1803989199
  ---
  > 9 1.165175540 -1.172127588 0.0069520475 0.0062873869
  > 10 -0.891904384 0.886543989 0.0053603955 0.7811989503
  > 11 -0.268523678 0.213400860 0.0551228180 0.5128360169
  > 12 -0.104954286 0.058818981 0.0461353048 0.8837430998
  > 13 -0.290166014 0.279054903 0.0111111116 0.0424613449
  > 14 -0.315120022 0.305675386 0.0094446354 0.0573938595
  > 15 -0.375881590 0.364212637 0.0116689527 0.0384043201
  > 16 0.070789464 -0.064786001 -0.0060034633 -0.0558286330
  > 17 0.072391269 -0.066170828 -0.0062204410 -0.0602509517
  > 18 -0.583656974 0.584273375 -0.0006164006 0.1085275588
  > 19 -0.235378796 0.192060702 0.0433180944 0.3110016802
  > 20 0.328653177 -0.372253230 0.0436000531 0.1803989199
  698,699d697
  < Multistart 3 of 4 \
  < Multistart 3 of 4 |
  703d700
  < Multistart 3 of 4 -
  745c742
  < [1,] 1.989450e-14 -3.589164e-14 1.262506e-16 6.844174e-15
  ---
  > [1,] 7.663373e-15 -1.382548e-14 4.863180e-17 2.636379e-15
  747c744
  < [3,] 5.441053e-02 -7.355179e-02 5.678120e-05 6.607127e-03
  ---
  > [3,] 5.441053e-02 -7.355179e-02 5.678120e-05 6.607126e-03
  749,757c746,754
  < [5,] -2.577405e+00 2.680272e+00 1.636580e-04 3.877953e-01
  < [6,] 1.501184e+00 -1.500339e+00 -4.999187e-06 2.236435e-01
  < [7,] 1.332031e+00 -1.338114e+00 -9.058959e-07 2.517239e-01
  < [8,] 1.918005e+00 -1.905356e+00 1.587632e-04 1.907674e+00
  < [9,] 1.038416e+00 -1.033497e+00 1.932815e-04 5.344562e-01
  < [10,] -2.174449e+00 1.876230e+00 8.742680e-04 7.330673e+00
  < [11,] 2.179399e+00 -2.262303e+00 1.501787e-03 5.630944e+00
  < [12,] 3.914736e+00 -3.904422e+00 1.297573e-03 1.122753e+01
  < [13,] 1.812754e+00 -1.498263e+00 -8.048269e-04 -8.922326e-01
  ---
  > [5,] -2.577405e+00 2.680273e+00 1.636580e-04 3.877953e-01
  > [6,] 1.501184e+00 -1.500339e+00 -4.999188e-06 2.236435e-01
  > [7,] 1.332031e+00 -1.338114e+00 -9.058979e-07 2.517239e-01
  > [8,] 1.918006e+00 -1.905356e+00 1.587632e-04 1.907674e+00
  > [9,] 1.038416e+00 -1.033497e+00 1.932816e-04 5.344562e-01
  > [10,] -2.174449e+00 1.876230e+00 8.742682e-04 7.330672e+00
  > [11,] 2.179400e+00 -2.262304e+00 1.501787e-03 5.630943e+00
  > [12,] 3.914736e+00 -3.904423e+00 1.297573e-03 1.122752e+01
  > [13,] 1.812755e+00 -1.498263e+00 -8.048270e-04 -8.922325e-01
  759,760c756,757
  < [15,] -2.631373e-01 2.331306e-01 6.909888e-05 5.753592e-01
  < [16,] 4.753440e+00 -3.649283e+00 -2.315830e-03 -3.424505e+00
  ---
  > [15,] -2.631373e-01 2.331306e-01 6.909889e-05 5.753592e-01
  > [16,] 4.753440e+00 -3.649284e+00 -2.315830e-03 -3.424505e+00
  762,764c759,761
  < [18,] -8.018474e-01 5.092838e-01 5.476745e-04 2.228806e+00
  < [19,] 3.986757e+00 -3.575912e+00 1.943636e-03 5.249225e+00
  < [20,] 4.561353e+00 -3.903779e+00 1.154849e-03 2.502714e+00
  ---
  > [18,] -8.018475e-01 5.092838e-01 5.476746e-04 2.228806e+00
  > [19,] 3.986757e+00 -3.575912e+00 1.943636e-03 5.249224e+00
  > [20,] 4.561354e+00 -3.903779e+00 1.154849e-03 2.502714e+00
  775,776c772,773
  < 1 3.442634e-15 -5.322621e-15 1.879987e-15 2.877630e-16
  < 2 -5.202565e-01 4.962331e-01 2.402342e-02 2.254970e-02
  ---
  > 1 1.326104e-15 -2.050276e-15 7.241723e-16 1.108465e-16
  > 2 -5.202566e-01 4.962331e-01 2.402342e-02 2.254970e-02
  778,779c775,776
  < 4 -3.621933e-01 3.397758e-01 2.241753e-02 1.661873e-02
  < 5 -3.893193e-01 3.852398e-01 4.079550e-03 1.474579e-02
  ---
  > 4 -3.621934e-01 3.397758e-01 2.241753e-02 1.661873e-02
  > 5 -3.893194e-01 3.852398e-01 4.079551e-03 1.474579e-02
  781,789c778,786
  < 7 2.189730e-01 -2.189472e-01 -2.573342e-05 9.931418e-03
  < 8 3.148623e-01 -3.195564e-01 4.694125e-03 7.570993e-02
  < 9 1.709188e-01 -1.763618e-01 5.442935e-03 2.061731e-02
  < 10 -3.448571e-01 3.185865e-01 2.627057e-02 2.898379e-01
  < 11 3.248781e-01 -3.683885e-01 4.351043e-02 2.253938e-01
  < 12 4.844506e-01 -5.205116e-01 3.606093e-02 4.397666e-01
  < 13 2.194743e-01 -1.962899e-01 -2.318443e-02 -3.624683e-02
  < 14 6.297715e-02 -4.319868e-02 -1.977847e-02 5.950872e-03
  < 15 -3.456867e-02 3.255162e-02 2.017056e-03 2.351332e-02
  ---
  > 7 2.189730e-01 -2.189472e-01 -2.573348e-05 9.931418e-03
  > 8 3.148623e-01 -3.195565e-01 4.694127e-03 7.570992e-02
  > 9 1.709189e-01 -1.763618e-01 5.442935e-03 2.061731e-02
  > 10 -3.448571e-01 3.185865e-01 2.627058e-02 2.898379e-01
  > 11 3.248781e-01 -3.683885e-01 4.351044e-02 2.253938e-01
  > 12 4.844507e-01 -5.205116e-01 3.606094e-02 4.397665e-01
  > 13 2.194743e-01 -1.962899e-01 -2.318443e-02 -3.624682e-02
  > 14 6.297715e-02 -4.319868e-02 -1.977848e-02 5.950873e-03
  > 15 -3.456868e-02 3.255162e-02 2.017056e-03 2.351332e-02
  791c788
  < 17 3.913318e-01 -3.323923e-01 -5.893947e-02 -1.699019e-01
  ---
  > 17 3.913318e-01 -3.323923e-01 -5.893948e-02 -1.699019e-01
  801c798
  < 1 3.442634e-15 -5.322621e-15 1.879987e-15 2.877630e-16
  ---
  > 1 1.326104e-15 -2.050276e-15 7.241723e-16 1.108465e-16
  803c800
  < 3 8.807716e-03 -1.053053e-02 1.722809e-03 2.683432e-04
  ---
  > 3 8.807716e-03 -1.053053e-02 1.722809e-03 2.683431e-04
  805,817c802,814
  < 5 -3.938124e-01 3.896857e-01 4.126631e-03 1.491597e-02
  < 6 2.284945e-01 -2.283658e-01 -1.286273e-04 8.588459e-03
  < 7 2.135305e-01 -2.135054e-01 -2.509383e-05 9.684578e-03
  < 8 3.180047e-01 -3.227457e-01 4.740974e-03 7.646553e-02
  < 9 1.743256e-01 -1.798770e-01 5.551424e-03 2.102826e-02
  < 10 -3.506498e-01 3.239380e-01 2.671185e-02 2.947065e-01
  < 11 3.184073e-01 -3.610511e-01 4.264381e-02 2.209045e-01
  < 12 4.854922e-01 -5.216307e-01 3.613846e-02 4.407121e-01
  < 13 2.097574e-01 -1.875994e-01 -2.215796e-02 -3.464204e-02
  < 14 6.071994e-02 -4.165036e-02 -1.906958e-02 5.737582e-03
  < 15 -3.617735e-02 3.406643e-02 2.110921e-03 2.460753e-02
  < 16 6.249604e-01 -5.445005e-01 -8.045992e-02 -1.518882e-01
  < 17 4.023081e-01 -3.417155e-01 -6.059265e-02 -1.746675e-01
  ---
  > 5 -3.938124e-01 3.896858e-01 4.126632e-03 1.491597e-02
  > 6 2.284945e-01 -2.283659e-01 -1.286273e-04 8.588459e-03
  > 7 2.135305e-01 -2.135054e-01 -2.509389e-05 9.684577e-03
  > 8 3.180047e-01 -3.227457e-01 4.740975e-03 7.646553e-02
  > 9 1.743256e-01 -1.798771e-01 5.551424e-03 2.102826e-02
  > 10 -3.506498e-01 3.239380e-01 2.671186e-02 2.947065e-01
  > 11 3.184073e-01 -3.610512e-01 4.264381e-02 2.209045e-01
  > 12 4.854922e-01 -5.216307e-01 3.613847e-02 4.407120e-01
  > 13 2.097574e-01 -1.875994e-01 -2.215797e-02 -3.464204e-02
  > 14 6.071994e-02 -4.165036e-02 -1.906958e-02 5.737583e-03
  > 15 -3.617736e-02 3.406643e-02 2.110921e-03 2.460753e-02
  > 16 6.249604e-01 -5.445005e-01 -8.045993e-02 -1.518882e-01
  > 17 4.023082e-01 -3.417155e-01 -6.059265e-02 -1.746674e-01
  820c817
  < 20 5.283216e-01 -5.752447e-01 4.692311e-02 1.279998e-01
  ---
  > 20 5.283216e-01 -5.752448e-01 4.692311e-02 1.279998e-01
  849,850d845
  < Multistart 3 of 4 \
  < Multistart 3 of 4 |
  854d848
  < Multistart 3 of 4 -
  1262a1257
  > Multistart 3 of 3 -
  1289c1284
  < Bandwidth(s): 153901.2 26.86981 4306006
  ---
  > Bandwidth(s): 209283.1 26.86981 4020900
  1300,1319c1295,1314
  < [1,] -0.76446449 0.08646380 0.008022607 16.75335
  < [2,] -0.93577046 0.46674086 0.003764388 16.69187
  < [3,] 0.98726340 0.77241020 -0.008911999 24.62731
  < [4,] -0.28484459 0.81864202 -0.002837166 20.72296
  < [5,] -0.41435225 0.74977693 -0.001812405 20.14118
  < [6,] -0.37261024 0.73133587 -0.002122122 20.36596
  < [7,] -0.20229344 0.70107440 -0.002867551 21.01374
  < [8,] 0.01721472 0.71225132 -0.004135753 21.92980
  < [9,] -0.35399743 0.66684511 -0.001971820 20.37073
  < [10,] 0.29925111 0.71513174 -0.005620558 22.95124
  < [11,] 0.50010330 0.73419302 -0.006699596 23.53564
  < [12,] 3.21487217 0.32047215 -0.015852768 29.56320
  < [13,] 4.52863442 -0.01565951 -0.018962259 31.31578
  < [14,] 3.10575240 0.31656648 -0.015348225 29.52962
  < [15,] 2.87498264 0.32786317 -0.014506902 29.31902
  < [16,] 5.80293342 -0.48688571 -0.019868376 31.12919
  < [17,] 5.98642011 -0.69991357 -0.018777758 30.19978
  < [18,] 7.15001075 -1.23736617 -0.018613895 29.55206
  < [19,] 8.47071152 -2.18735326 -0.016956983 30.35265
  < [20,] 8.27050166 -2.26356280 -0.015367107 30.47398
  ---
  > [1,] -0.76446446 0.08646378 0.008022607 16.75335
  > [2,] -0.93577042 0.46674080 0.003764389 16.69188
  > [3,] 0.98726333 0.77241020 -0.008911999 24.62731
  > [4,] -0.28484453 0.81864199 -0.002837167 20.72296
  > [5,] -0.41435218 0.74977690 -0.001812405 20.14118
  > [6,] -0.37261018 0.73133584 -0.002122122 20.36596
  > [7,] -0.20229339 0.70107438 -0.002867551 21.01374
  > [8,] 0.01721474 0.71225130 -0.004135753 21.92980
  > [9,] -0.35399737 0.66684509 -0.001971820 20.37073
  > [10,] 0.29925110 0.71513172 -0.005620558 22.95124
  > [11,] 0.50010327 0.73419300 -0.006699596 23.53564
  > [12,] 3.21487211 0.32047216 -0.015852768 29.56320
  > [13,] 4.52863443 -0.01565951 -0.018962260 31.31578
  > [14,] 3.10575235 0.31656649 -0.015348224 29.52962
  > [15,] 2.87498259 0.32786318 -0.014506902 29.31902
  > [16,] 5.80293345 -0.48688573 -0.019868376 31.12919
  > [17,] 5.98642012 -0.69991361 -0.018777758 30.19978
  > [18,] 7.15001085 -1.23736633 -0.018613895 29.55206
  > [19,] 8.47071164 -2.18735344 -0.016956983 30.35265
  > [20,] 8.27050157 -2.26356286 -0.015367106 30.47398
  1330,1349c1325,1344
  < 1 -0.132288042 0.012822485 0.11946556 0.7044029
  < 2 -0.153552266 0.067193587 0.08635868 0.6602200
  < 3 0.158281378 0.109527002 -0.26780838 0.9906296
  < 4 -0.042559040 0.113439402 -0.07088036 0.8129447
  < 5 -0.064370521 0.110835337 -0.04646482 0.7876702
  < 6 -0.057645180 0.113142322 -0.05549714 0.7949327
  < 7 -0.033107529 0.114203496 -0.08109597 0.8253896
  < 8 0.002799107 0.118318778 -0.12111789 0.8620494
  < 9 -0.058728671 0.114696879 -0.05596821 0.7920596
  < 10 0.047323891 0.121082739 -0.16840663 0.9048412
  < 11 0.073819386 0.118383887 -0.19220327 0.9328545
  < 12 0.423943543 0.045526173 -0.46946972 1.2339196
  < 13 0.576052848 -0.002155451 -0.57389740 1.3366122
  < 14 0.384341851 0.042347868 -0.42668972 1.2121275
  < 15 0.379615295 0.046012327 -0.42562762 1.2042940
  < 16 0.784127031 -0.074664131 -0.70946290 1.4190200
  < 17 0.806033248 -0.108000016 -0.69803323 1.3936083
  < 18 0.890316273 -0.192718330 -0.69759794 1.4446054
  < 19 1.004673348 -0.336113729 -0.66855962 1.5609233
  < 20 0.959609106 -0.334131783 -0.62547732 1.5612955
  ---
  > 1 -0.132288035 0.012822481 0.11946555 0.7044029
  > 2 -0.153552259 0.067193580 0.08635868 0.6602200
  > 3 0.158281367 0.109527001 -0.26780837 0.9906296
  > 4 -0.042559031 0.113439397 -0.07088037 0.8129447
  > 5 -0.064370510 0.110835332 -0.04646482 0.7876703
  > 6 -0.057645170 0.113142317 -0.05549715 0.7949328
  > 7 -0.033107521 0.114203492 -0.08109597 0.8253896
  > 8 0.002799112 0.118318775 -0.12111789 0.8620494
  > 9 -0.058728661 0.114696875 -0.05596821 0.7920596
  > 10 0.047323889 0.121082736 -0.16840663 0.9048412
  > 11 0.073819382 0.118383885 -0.19220327 0.9328546
  > 12 0.423943536 0.045526174 -0.46946971 1.2339196
  > 13 0.576052849 -0.002155452 -0.57389740 1.3366122
  > 14 0.384341844 0.042347869 -0.42668971 1.2121275
  > 15 0.379615287 0.046012329 -0.42562762 1.2042940
  > 16 0.784127034 -0.074664133 -0.70946290 1.4190199
  > 17 0.806033250 -0.108000022 -0.69803323 1.3936082
  > 18 0.890316287 -0.192718355 -0.69759793 1.4446053
  > 19 1.004673362 -0.336113756 -0.66855961 1.5609233
  > 20 0.959609094 -0.334131792 -0.62547730 1.5612955
  1356,1375c1351,1370
  < 1 -0.132286335 0.012822320 0.11946402 0.7043938
  < 2 -0.154866476 0.067768678 0.08709780 0.6658706
  < 3 0.159813479 0.110587180 -0.27040066 1.0002185
  < 4 -0.041324246 0.110148106 -0.06882386 0.7893582
  < 5 -0.063310600 0.109010330 -0.04569973 0.7747005
  < 6 -0.056714820 0.111316270 -0.05460145 0.7821030
  < 7 -0.032428537 0.111861332 -0.07943280 0.8084619
  < 8 0.002854195 0.120647325 -0.12350152 0.8790147
  < 9 -0.059427840 0.116062354 -0.05663451 0.8014891
  < 10 0.048256976 0.123470127 -0.17172710 0.9226819
  < 11 0.073064416 0.117173145 -0.19023756 0.9233140
  < 12 0.398697489 0.042815066 -0.44151256 1.1604391
  < 13 0.524017168 -0.001960746 -0.52205642 1.2158741
  < 14 0.377790546 0.041626027 -0.41941657 1.1914662
  < 15 0.395266113 0.047909328 -0.44317544 1.2539447
  < 16 0.762943042 -0.072647004 -0.69029604 1.3806837
  < 17 0.836082836 -0.112026346 -0.72405649 1.4455631
  < 18 0.909884792 -0.196954142 -0.71293065 1.4763568
  < 19 0.996772344 -0.333470446 -0.66330190 1.5486478
  < 20 0.957936043 -0.333549230 -0.62438681 1.5585734
  ---
  > 1 -0.132286329 0.012822316 0.11946401 0.7043938
  > 2 -0.154866469 0.067768670 0.08709780 0.6658706
  > 3 0.159813468 0.110587179 -0.27040065 1.0002185
  > 4 -0.041324237 0.110148101 -0.06882386 0.7893582
  > 5 -0.063310590 0.109010326 -0.04569974 0.7747005
  > 6 -0.056714811 0.111316266 -0.05460145 0.7821030
  > 7 -0.032428529 0.111861328 -0.07943280 0.8084619
  > 8 0.002854199 0.120647321 -0.12350152 0.8790147
  > 9 -0.059427830 0.116062349 -0.05663452 0.8014891
  > 10 0.048256974 0.123470124 -0.17172710 0.9226819
  > 11 0.073064412 0.117173143 -0.19023755 0.9233140
  > 12 0.398697483 0.042815067 -0.44151255 1.1604391
  > 13 0.524017169 -0.001960747 -0.52205642 1.2158741
  > 14 0.377790539 0.041626028 -0.41941657 1.1914662
  > 15 0.395266105 0.047909330 -0.44317544 1.2539447
  > 16 0.762943045 -0.072647006 -0.69029604 1.3806837
  > 17 0.836082838 -0.112026352 -0.72405649 1.4455631
  > 18 0.909884805 -0.196954167 -0.71293064 1.4763567
  > 19 0.996772357 -0.333470473 -0.66330188 1.5486478
  > 20 0.957936031 -0.333549239 -0.62438679 1.5585734
  1392a1388,1390
  > Multistart 1 of 4 /
  > Multistart 1 of 4 -
  > Multistart 1 of 4 \
  1404d1401
  < Multistart 3 of 4 -
  1434c1431
  < Bandwidth(s): 0.04563363 0.01821761 30.05129 1.162764
  ---
  > Bandwidth(s): 0.1408690 1.018309 30.05129 1.162764
  1445,1464c1442,1461
  < [1,] 41.81387 -39.14404 -0.096079703 88.9842687
  < [2,] 83.41804 -73.00093 -0.138562469 168.4324671
  < [3,] 64.01425 -48.78088 -0.111343217 150.5908838
  < [4,] 29.07223 -23.90723 -0.041264111 39.1405995
  < [5,] -64.99443 45.92053 0.129064838 18.2818321
  < [6,] -1392.20592 1039.53044 2.086331001 41.4557445
  < [7,] 20.95299 -14.06252 -0.040254889 43.1070513
  < [8,] -1051.04212 719.67322 1.753335038 46.0377557
  < [9,] -204.71390 140.57796 0.344666073 49.1976332
  < [10,] -830.90811 543.83773 1.312323647 60.2925306
  < [11,] -395.52198 279.10139 0.466350174 58.4322333
  < [12,] -70.94804 53.03210 0.061529564 -2.6426413
  < [13,] -114.65407 80.58795 0.115371421 -1.1872579
  < [14,] 229.21696 -129.73927 -0.396050198 -4.9294010
  < [15,] 171.96292 -106.05598 -0.266609725 -1.7777358
  < [16,] -112.94452 44.46577 0.236441646 -2.0116895
  < [17,] -13.28376 9.24096 0.009755595 0.7646685
  < [18,] -736.00740 374.62723 0.888527237 17.2365172
  < [19,] -126.83096 61.92462 0.140193379 11.4306122
  < [20,] -206.16150 67.13033 0.344234843 11.5703571
  ---
  > [1,] -42.367273 39.065009 0.103297774 40.1027301
  > [2,] -13.699636 10.914794 0.029496044 30.2097637
  > [3,] -79.083671 68.931879 0.096654136 32.3817335
  > [4,] 58.912331 -40.913280 -0.125398840 30.1459481
  > [5,] -1.932096 -1.192657 0.018584748 29.7146142
  > [6,] 233.281560 -174.208651 -0.349459059 30.8212047
  > [7,] 52.769832 -36.957961 -0.092501244 34.8896699
  > [8,] -266.176811 161.967808 0.559124023 36.2066064
  > [9,] 11.385208 -10.693781 -0.001743918 30.7554561
  > [10,] -274.680545 202.934079 0.302991961 37.7647697
  > [11,] 282.946488 -178.303070 -0.453662429 40.5841382
  > [12,] -355.503995 213.724123 0.557788306 -3.4735117
  > [13,] 87.320857 -58.521491 -0.100849404 -1.3233239
  > [14,] -47.189348 26.926446 0.080492585 -5.7095520
  > [15,] 40.301687 -21.732389 -0.077422390 -1.8007083
  > [16,] -835.490916 514.918060 0.950304706 -5.0035192
  > [17,] 56.276408 -23.401212 -0.106698320 -0.7599134
  > [18,] 292.495059 -165.581664 -0.283697552 39.7731395
  > [19,] 236.945981 -125.940497 -0.221950563 12.5959985
  > [20,] -640.248334 325.649328 0.644103829 11.6351633
  1475,1494c1472,1491
  < 1 7.194045 -5.771558 -1.4224872 3.71982293
  < 2 16.419947 -12.606813 -3.8131339 7.99160965
  < 3 10.632858 -7.166373 -3.4664850 6.27580587
  < 4 4.838082 -3.689863 -1.1482189 1.71020354
  < 5 -9.736817 6.546009 3.1908072 0.68945005
  < 6 -109.621545 81.852067 27.7694774 0.82355842
  < 7 3.347763 -2.236363 -1.1114004 1.65298046
  < 8 -188.479742 131.850143 56.6295990 1.99588928
  < 9 -21.284282 15.153239 6.1310428 1.19882879
  < 10 -118.263251 82.873878 35.3893730 2.13934997
  < 11 -65.163573 50.230546 14.9330271 2.58502010
  < 12 -7.770837 6.257383 1.5134545 -0.09161291
  < 13 -13.639178 10.373705 3.2654730 -0.04739046
  < 14 320.427022 -196.051246 -124.3757759 -2.28568357
  < 15 23.925534 -15.683214 -8.2423199 -0.07694292
  < 16 -24.922119 11.135040 13.7870794 -0.14974853
  < 17 -1.720983 1.372038 0.3489441 0.03395314
  < 18 -133.682605 85.109734 48.5728714 1.22904001
  < 19 -14.861845 9.400979 5.4608657 0.58076035
  < 20 -22.927762 9.498075 13.4296866 0.56819085
  ---
  > 1 -5.0400275 3.9825837 1.05744378 1.15913115
  > 2 -2.6266114 1.8359779 0.79063353 1.39614585
  > 3 -15.9484585 12.2949968 3.65346173 1.63843595
  > 4 10.5399005 -6.7886066 -3.75129392 1.41606981
  > 5 -0.3885608 -0.2282310 0.61679182 1.50432782
  > 6 37.7857481 -28.2174219 -9.56832614 1.25954728
  > 7 8.6542066 -6.0328130 -2.62139360 1.37324815
  > 8 -16.8758828 10.4912128 6.38466997 0.55496021
  > 9 1.6980684 -1.6535679 -0.04450045 1.07507223
  > 10 -38.8894412 30.7616974 8.12774381 1.33294475
  > 11 90.0920713 -62.0172810 -28.07479032 3.46989045
  > 12 -103.8013403 67.2261976 36.57514274 -0.32100983
  > 13 4.9038443 -3.5563060 -1.34753831 -0.02493630
  > 14 -5.9383361 3.6628203 2.27551579 -0.23832105
  > 15 3.7251814 -2.1350338 -1.59014755 -0.05177763
  > 16 84.2576184 -58.9320729 -25.32554553 0.17022559
  > 17 6.1542678 -2.9327971 -3.22147075 -0.02848166
  > 18 45.4680968 -32.1949425 -13.27315432 2.42717953
  > 19 28.3472935 -19.5204574 -8.82683609 0.65339361
  > 20 -84.4352124 54.6371532 29.79805919 0.67754946
  1501,1520c1498,1517
  < 1 7.235658 -5.804942 -1.4307154 3.74133972
  < 2 13.805370 -10.599408 -3.2059619 6.71909150
  < 3 10.362321 -6.984035 -3.3782856 6.11612753
  < 4 4.217696 -3.216713 -1.0009831 1.49090458
  < 5 -9.930768 6.676402 3.2543662 0.70318349
  < 6 -211.906971 158.226412 53.6805595 1.59200248
  < 7 3.358857 -2.243774 -1.1150833 1.65845806
  < 8 -174.262462 121.904510 52.3579524 1.84533668
  < 9 -34.366648 24.467165 9.8994832 1.93568792
  < 10 -133.991525 93.895586 40.0959385 2.42387014
  < 11 -57.785227 44.543038 13.2421892 2.29232325
  < 12 -8.798735 7.085086 1.7136486 -0.10373113
  < 13 -13.266847 10.090517 3.1763299 -0.04609677
  < 14 27.882455 -17.059703 -10.8227512 -0.19889230
  < 15 23.642270 -15.497534 -8.1447358 -0.07603196
  < 16 -14.849427 6.634627 8.2147998 -0.08922515
  < 17 -1.855253 1.479084 0.3761685 0.03660214
  < 18 -93.661669 59.630194 34.0314747 0.86109886
  < 19 -14.924555 9.440647 5.4839078 0.58321087
  < 20 -23.878785 9.892047 13.9867380 0.59175890
  ---
  > 1 -7.331421 5.7932222 1.53819911 1.68611755
  > 2 -2.267238 1.5847791 0.68245892 1.20512494
  > 3 -12.801687 9.8690851 2.93260141 1.31515804
  > 4 8.546793 -5.5048729 -3.04191973 1.14828931
  > 5 -0.295213 -0.1734009 0.46861389 1.14292845
  > 6 35.507670 -26.5162123 -8.99145813 1.18361001
  > 7 8.459239 -5.8969016 -2.56233701 1.34231066
  > 8 -44.132034 27.4355163 16.69651739 1.45127358
  > 9 1.911309 -1.8612199 -0.05008874 1.21007782
  > 10 -44.294748 35.0373156 9.25743209 1.51821290
  > 11 41.338100 -28.4561839 -12.88191586 1.59213431
  > 12 -44.088394 28.5535338 15.53486008 -0.13634514
  > 13 10.104068 -7.3275483 -2.77651927 -0.05137970
  > 14 -5.740216 3.5406180 2.19959798 -0.23036997
  > 15 5.540865 -3.1756667 -2.36519846 -0.07701447
  > 16 -109.846509 76.8296401 33.01686933 -0.22192280
  > 17 7.859746 -3.7455371 -4.11420840 -0.03637453
  > 18 37.221875 -26.3559772 -10.86589771 1.98697942
  > 19 27.882097 -19.2001148 -8.68198230 0.64267102
  > 20 -74.157165 47.9863349 26.17082995 0.59507338
  1537,1539d1533
  < Multistart 1 of 3 -
  < Multistart 1 of 3 \
  < Multistart 1 of 3 |
  1541a1536,1538
  > Multistart 1 of 3 /
  > Multistart 1 of 3 -
  > Multistart 1 of 3 \
  1547a1545
  > Multistart 2 of 3 /
  1550a1549,1550
  > Multistart 3 of 3 -
  > Multistart 3 of 3 \
  1552a1553,1554
  > Multistart 3 of 3 /
  > Multistart 3 of 3 -
  1577c1579
  < Bandwidth(s): 1.124941 29.1098 3.291699
  ---
  > Bandwidth(s): 0.1463722 30.83798 6.641194
  1588,1607c1590,1609
  < [1,] 24.407433478 -12.5151656 -0.158996852 1073.00000
  < [2,] -0.602538013 0.2149778 0.002960758 22.39902
  < [3,] 0.495264399 0.5294156 -0.005140481 27.04017
  < [4,] 0.115807741 0.6133813 -0.004094792 25.22469
  < [5,] -0.005106593 0.5671910 -0.003239498 24.74968
  < [6,] -0.034226478 0.6059644 -0.003382244 24.21095
  < [7,] -0.103893344 0.6220458 -0.002981787 23.20752
  < [8,] -0.049520859 0.6359308 -0.003332302 23.30641
  < [9,] -0.026187954 0.5472867 -0.003163338 24.33391
  < [10,] 0.014080757 0.6510298 -0.003753212 23.45959
  < [11,] 0.101782746 0.7426859 -0.004697908 23.28084
  < [12,] 3.170325010 0.1767364 -0.014964906 29.28210
  < [13,] 5.489113171 -1.4372670 -0.016533669 30.21609
  < [14,] 8.118171748 -6.7318436 -0.003744586 21.82205
  < [15,] 4.799860502 -1.6425032 -0.013744839 29.11680
  < [16,] 7.463193551 -4.5087513 -0.008878993 22.25785
  < [17,] 5.711594926 -2.6477894 -0.009696803 16.70340
  < [18,] 7.271387479 -3.1976875 -0.010870429 21.59624
  < [19,] 8.450749888 -2.6176121 -0.015220040 29.79855
  < [20,] 1.927296359 -2.9617703 0.005247271 11.57640
  ---
  > [1,] 4.54222887 -4.66311105 -0.0063449573 113.44302
  > [2,] -1.28065773 0.86626933 0.0037240985 16.58263
  > [3,] 0.29884523 1.08724941 -0.0067248136 22.86029
  > [4,] -0.51957714 0.89387390 -0.0018506144 20.89360
  > [5,] -0.75295891 0.77374083 0.0001012600 19.65599
  > [6,] -0.58201358 0.68636813 -0.0006173328 20.24019
  > [7,] -0.13715967 0.71597203 -0.0033302945 22.16853
  > [8,] 0.09669662 0.76572512 -0.0048803776 22.81592
  > [9,] -0.48420237 0.57664220 -0.0006641827 20.38637
  > [10,] 0.46346571 0.76418985 -0.0067644952 23.86388
  > [11,] 0.84981768 0.73800681 -0.0085203665 24.72933
  > [12,] 3.47935283 0.10670768 -0.0160050465 29.64078
  > [13,] 4.95555310 -0.45533300 -0.0187569493 31.83173
  > [14,] 3.68521596 -0.06450624 -0.0160939830 30.08040
  > [15,] 3.25176417 0.08516681 -0.0150416918 29.62279
  > [16,] 6.11055099 -1.08539303 -0.0184621359 31.36599
  > [17,] 6.20969459 -1.29065229 -0.0171343434 28.86470
  > [18,] 7.34420332 -2.93624228 -0.0121988815 23.28024
  > [19,] 8.70528939 -3.48776164 -0.0125944306 26.33924
  > [20,] 9.32469790 -2.18904102 -0.0186425098 33.92783
  1618,1637c1620,1639
  < 1 4.2816117170 -1.88146595 -2.40014577 45.7342048
  < 2 -0.0993694488 0.03110478 0.06826467 0.8904184
  < 3 0.0790789221 0.07476473 -0.15384366 1.0832545
  < 4 0.0173254559 0.08510669 -0.10243214 0.9908282
  < 5 -0.0007944821 0.08396746 -0.08317298 0.9693143
  < 6 -0.0053001635 0.09383701 -0.08853684 0.9459237
  < 7 -0.0169857766 0.10122560 -0.08423983 0.9106196
  < 8 -0.0080471924 0.10557638 -0.09752919 0.9156074
  < 9 -0.0043552779 0.09436387 -0.09000860 0.9484785
  < 10 0.0022208947 0.10993965 -0.11216054 0.9224521
  < 11 0.0149624822 0.11926315 -0.13422564 0.9189784
  < 12 0.4173692738 0.02506508 -0.44243435 1.2201408
  < 13 0.6946660718 -0.19682325 -0.49784282 1.2830965
  < 14 1.0146699582 -0.90952861 -0.10514134 0.9046941
  < 15 0.6304088711 -0.22928361 -0.40112526 1.1896300
  < 16 0.9851442233 -0.67542563 -0.30971860 0.9911516
  < 17 0.7595295481 -0.40351934 -0.35601021 0.7612782
  < 18 0.9109329360 -0.50106296 -0.40986998 1.0621138
  < 19 1.0038828918 -0.40286119 -0.60102170 1.5348393
  < 20 0.2232303096 -0.43643420 0.21320389 0.5920677
  ---
  > 1 0.78609706 -0.691604028 -0.094493034 4.7702504
  > 2 -0.21179470 0.125689810 0.086104894 0.6610466
  > 3 0.04796121 0.154329667 -0.202290880 0.9204983
  > 4 -0.07778237 0.124106192 -0.046323819 0.8212396
  > 5 -0.11730076 0.114697488 0.002603269 0.7708444
  > 6 -0.09018328 0.106353065 -0.016169787 0.7912700
  > 7 -0.02242124 0.116492922 -0.094071683 0.8697225
  > 8 0.01571305 0.127122579 -0.142835625 0.8963234
  > 9 -0.08046762 0.099352140 -0.018884520 0.7940271
  > 10 0.07334709 0.129484587 -0.202831682 0.9415164
  > 11 0.12569625 0.119241814 -0.244938068 0.9821685
  > 12 0.46148602 0.015246926 -0.476732950 1.2443450
  > 13 0.63308834 -0.062945742 -0.570142600 1.3645192
  > 14 0.45815261 -0.008668914 -0.449483699 1.2404248
  > 15 0.43135464 0.012007675 -0.443362314 1.2224076
  > 16 0.82593167 -0.166493361 -0.659438311 1.4302255
  > 17 0.83282242 -0.198374142 -0.634448276 1.3267843
  > 18 0.91724714 -0.458691543 -0.458555601 1.1414394
  > 19 1.03711087 -0.538333126 -0.498777745 1.3605835
  > 20 1.08278738 -0.323388853 -0.759398522 1.7396339
  1644,1663c1646,1665
  < 1 4.2235708107 -1.85596107 -2.36760974 45.1142385
  < 2 -0.0997177643 0.03121381 0.06850395 0.8935395
  < 3 0.0801710331 0.07579726 -0.15596830 1.0982146
  < 4 0.0168009773 0.08253032 -0.09933130 0.9608337
  < 5 -0.0007802575 0.08246410 -0.08168384 0.9519595
  < 6 -0.0052095952 0.09223354 -0.08702394 0.9297599
  < 7 -0.0166545649 0.09925177 -0.08259720 0.8928631
  < 8 -0.0082105432 0.10771949 -0.09950894 0.9341934
  < 9 -0.0043963414 0.09525358 -0.09085724 0.9574212
  < 10 0.0022706508 0.11240269 -0.11467334 0.9431184
  < 11 0.0148703217 0.11852856 -0.13339888 0.9133180
  < 12 0.3931729027 0.02361197 -0.41678487 1.1494049
  < 13 0.6351560469 -0.17996198 -0.45519407 1.1731773
  < 14 0.9875122476 -0.88518502 -0.10232723 0.8804799
  < 15 0.6599073589 -0.24001240 -0.41989496 1.2452959
  < 16 0.9812264206 -0.67273954 -0.30848688 0.9872099
  < 17 0.7976998605 -0.42379828 -0.37390158 0.7995364
  < 18 0.9253307601 -0.50898255 -0.41634821 1.0789011
  < 19 0.9944234023 -0.39906507 -0.59535833 1.5203766
  < 20 0.2232303096 -0.43643420 0.21320389 0.5920677
  ---
  > 1 0.78600748 -0.691525214 -0.094482265 4.7697068
  > 2 -0.21194402 0.125778419 0.086165596 0.6615126
  > 3 0.04837564 0.155663202 -0.204038839 0.9284522
  > 4 -0.07537841 0.120270539 -0.044892125 0.7958582
  > 5 -0.11504772 0.112494450 0.002553267 0.7560385
  > 6 -0.08858800 0.104471752 -0.015883754 0.7772730
  > 7 -0.02198731 0.114238354 -0.092251048 0.8528901
  > 8 0.01603227 0.129705181 -0.145737452 0.9145330
  > 9 -0.08128619 0.100362812 -0.019076625 0.8021045
  > 10 0.07473808 0.131940190 -0.206678271 0.9593717
  > 11 0.12415722 0.117781806 -0.241939021 0.9701428
  > 12 0.43149748 0.014256142 -0.445753622 1.1634843
  > 13 0.57341676 -0.057012807 -0.516403958 1.2359068
  > 14 0.44827777 -0.008482068 -0.439795698 1.2136892
  > 15 0.44706781 0.012445085 -0.459512890 1.2669369
  > 16 0.80338719 -0.161948788 -0.641438399 1.3911863
  > 17 0.86726607 -0.206578449 -0.660687624 1.3816571
  > 18 0.93459704 -0.467367778 -0.467229265 1.1630300
  > 19 1.02437578 -0.531722722 -0.492653057 1.3438764
  > 20 1.08003898 -0.322568009 -0.757470974 1.7352182
  1685,1686d1686
  < Multistart 2 of 4 \
  < Multistart 2 of 4 |
  1694a1695,1696
  > Multistart 3 of 4 /
  > Multistart 3 of 4 -
  1698a1701
  > Multistart 4 of 4 \
  1700a1704
  > Multistart 4 of 4 /
  1725c1729
  < Bandwidth(s): 0.04438443 0.0287079 30.60942 3.472584
  ---
  > Bandwidth(s): 1.357928 0.02870790 30.60942 3.472584
  1736,1755c1740,1759
  < [1,] -41.603275 37.430481 0.110697578 112.2179870
  < [2,] -1201.332288 963.479785 2.546667276 27.0314783
  < [3,] 154.839347 -123.295375 -0.244296989 153.3733033
  < [4,] 43.628157 -33.050884 -0.077600489 14.2009866
  < [5,] -2.341975 4.900559 -0.014065210 16.9079824
  < [6,] -406.949140 288.976822 0.697891743 17.6622438
  < [7,] -9.397473 8.728583 0.004106418 15.1506153
  < [8,] -36.690726 26.549773 0.053113784 17.8798502
  < [9,] 90.756903 -67.298035 -0.122656401 17.6922126
  < [10,] 62.841223 -42.791983 -0.089860009 20.3918680
  < [11,] 5.953362 -6.394677 0.005309914 23.3271690
  < [12,] 121.753845 -71.287236 -0.200192521 25.4172723
  < [13,] 95.137523 -58.374783 -0.134369432 24.1871517
  < [14,] -492.638327 304.629571 0.727097681 22.4238560
  < [15,] -18.338155 14.660328 0.012404900 24.7935773
  < [16,] -443.847948 240.301035 0.647614679 19.3183804
  < [17,] 49.365516 -32.253848 -0.044919973 17.0767366
  < [18,] 144.675426 -68.037373 -0.197938143 30.1961287
  < [19,] 89.929906 -42.471651 -0.105002023 0.2188955
  < [20,] 3143.604105 -1545.149624 -3.357578842 -5.3926809
  ---
  > [1,] 113.06277 -111.606939 -0.202399404 113.71204
  > [2,] -34.31667 30.244576 0.055663485 20.98705
  > [3,] -460.74820 352.869068 0.793076983 153.37330
  > [4,] -157.02544 126.999687 0.234682352 14.39134
  > [5,] 152.56777 -116.043680 -0.255397128 15.61131
  > [6,] 22.50964 -22.925223 0.002458464 15.34287
  > [7,] -85.73646 62.970519 0.133446633 16.00345
  > [8,] 93.85490 -67.770648 -0.136680149 19.78920
  > [9,] -2175.83076 1423.260603 4.092919283 18.17416
  > [10,] -27.84922 23.726542 0.012910702 22.12632
  > [11,] 31.28513 -17.402752 -0.063155760 24.75449
  > [12,] 1527.34058 -937.477275 -2.304013146 26.55793
  > [13,] -425.91629 270.064132 0.561852238 25.93397
  > [14,] -640.02479 393.993729 0.953166655 23.44588
  > [15,] -26.71889 18.395835 0.032253761 26.16493
  > [16,] 27.56468 -14.018818 -0.044105143 21.19257
  > [17,] 128.40102 -78.530801 -0.139096717 17.75342
  > [18,] 78.36095 -30.706740 -0.132745334 29.80464
  > [19,] 208.03673 -101.789896 -0.229109129 25.37247
  > [20,] -24.21865 6.003906 0.047264679 -10.90285
  1766,1785c1770,1789
  < 1 -7.5375385 5.8116845 1.7258541 4.93992942
  < 2 60.4903963 -42.5628792 -17.9275171 -0.32808754
  < 3 27.4109092 -19.3048000 -8.1061092 6.81223094
  < 4 6.5317573 -4.5891505 -1.9426068 0.55822220
  < 5 -0.6079262 1.2104395 -0.6025132 1.10484825
  < 6 -59.7471761 42.4267983 17.3203779 0.65424494
  < 7 -1.6296393 1.5065878 0.1230514 0.63055254
  < 8 -7.5090439 5.5512381 1.9578057 0.88464689
  < 9 17.4687239 -13.4295191 -4.0392049 0.79811404
  < 10 15.4243161 -11.2454078 -4.1789083 1.24778513
  < 11 0.8252287 -0.9682831 0.1430543 0.86826298
  < 12 14.2821239 -9.0084156 -5.2737083 0.94369172
  < 13 12.3307567 -8.1870646 -4.1436921 1.05188864
  < 14 -30.3285376 20.2726777 10.0558599 0.45790264
  < 15 -2.2901067 1.9458836 0.3442231 0.96319425
  < 16 -56.9812704 35.0106117 21.9706587 0.83666277
  < 17 9.2019494 -6.8901922 -2.3117573 1.09096843
  < 18 5.4656003 -3.2149765 -2.2506238 0.44783512
  < 19 22.1903056 -13.5775253 -8.6127803 0.02341941
  < 20 226.9299099 -141.9048265 -85.0250835 -0.17189450
  ---
  > 1 -198.131377 167.609812 30.52156543 -48.4168287
  > 2 -6.229980 4.817193 1.41278647 0.9183951
  > 3 -42.099510 28.516971 13.58253898 3.5160953
  > 4 -24.221949 18.168864 6.05308513 0.5828620
  > 5 11.196774 -8.103646 -3.09312785 0.2884109
  > 6 3.530483 -3.595664 0.06518107 0.6071408
  > 7 -14.556761 10.641597 3.91516382 0.6521141
  > 8 14.129937 -10.423789 -3.70614779 0.7202601
  > 9 -49.632536 33.659088 15.97344837 0.0971621
  > 10 -3.792316 3.459215 0.33310144 0.7511423
  > 11 3.925010 -2.385022 -1.53998758 0.8339383
  > 12 74.188712 -49.055671 -25.13304113 0.4083073
  > 13 -45.710281 31.363289 14.34699201 0.9339115
  > 14 -19.472194 12.957558 6.51463532 0.2366052
  > 15 -3.378026 2.471936 0.90609053 1.0290554
  > 16 4.779821 -2.758774 -2.02104668 1.2397214
  > 17 16.859873 -11.817333 -5.04253933 0.7989488
  > 18 9.158065 -4.488745 -4.66931985 1.3674508
  > 19 56.523074 -35.830491 -20.69258311 2.9890181
  > 20 -2.504956 0.790036 1.71492043 -0.4979475
  1792,1811c1796,1815
  < 1 -7.1992157 5.5508267 1.6483890 4.71820040
  < 2 -198.8159542 139.8929411 58.9230131 1.07833709
  < 3 25.0646532 -17.6523921 -7.4122611 6.22913326
  < 4 6.3294187 -4.4469893 -1.8824294 0.54092978
  < 5 -0.3578401 0.7124939 -0.3546539 0.65034040
  < 6 -61.9415266 43.9850186 17.9565080 0.67827357
  < 7 -1.5064567 1.3927066 0.1137501 0.58288979
  < 8 -6.0833111 4.4972315 1.5860796 0.71668010
  < 9 15.2359489 -11.7130174 -3.5229316 0.69610264
  < 10 10.1337213 -7.3881933 -2.7455281 0.81979043
  < 11 0.8697781 -1.0205551 0.1507770 0.91513551
  < 12 15.0994970 -9.5239717 -5.5755253 0.99769967
  < 13 11.0085494 -7.3091788 -3.6993706 0.93909630
  < 14 -59.9256085 40.0564169 19.8691917 0.90476153
  < 15 -2.5212157 2.1422549 0.3789608 1.06039619
  < 16 -58.3550902 35.8547184 22.5003718 0.85683473
  < 17 6.8945480 -5.1624671 -1.7320810 0.81740660
  < 18 18.4108772 -10.8296499 -7.5812273 1.50853282
  < 19 10.5823039 -6.4749671 -4.1073368 0.01116845
  < 20 364.1099172 -227.6868423 -136.4230749 -0.27580539
  ---
  > 1 19.564884 -16.5509702 -3.01391378 4.7810178
  > 2 -5.679280 4.3913767 1.28790294 0.8372134
  > 3 -74.583716 50.5208178 24.06289857 6.2291333
  > 4 -22.780695 17.0877803 5.69291451 0.5481805
  > 5 23.311463 -16.8716313 -6.43983128 0.6004658
  > 6 3.426181 -3.4894368 0.06325542 0.5892040
  > 7 -13.743935 10.0473876 3.69654754 0.6157011
  > 8 15.561114 -11.4795819 -4.08153180 0.7932130
  > 9 -365.270799 247.7141579 117.55664113 0.7150648
  > 10 -4.490941 4.0964748 0.39446573 0.8895185
  > 11 4.570715 -2.7773830 -1.79333164 0.9711299
  > 12 189.415573 -125.2469241 -64.16864869 1.0424735
  > 13 -49.283609 33.8150639 15.46854524 1.0069185
  > 14 -77.854022 51.8071078 26.04691424 0.9459984
  > 15 -3.673439 2.6881095 0.98532926 1.1190475
  > 16 3.624078 -2.0917128 -1.53236508 0.9399614
  > 17 17.932902 -12.5694357 -5.36346666 0.8497971
  > 18 9.971934 -4.8876556 -5.08427797 1.4889749
  > 19 24.480265 -15.5182625 -8.96200206 1.2945501
  > 20 -2.805140 0.8847106 1.92042931 -0.5576195
  1976,1995c1980,1999
  < [1,] 26.028141 -26.462858 -0.038927326 30.599706
  < [2,] 11.762229 -12.862562 -0.003415186 44.095084
  < [3,] -7.663514 10.450511 -0.008426933 31.871544
  < [4,] -20.308978 15.883012 0.033362207 17.267485
  < [5,] -241.056100 189.976502 0.365307264 18.230880
  < [6,] 213.666912 -155.102452 -0.346451215 26.152766
  < [7,] 462.782719 -333.661059 -0.756236032 24.244263
  < [8,] -53.294213 37.850139 0.081199674 22.317823
  < [9,] 306.150653 -217.419960 -0.471911236 27.439964
  < [10,] -737.205404 505.186502 1.036179502 22.473657
  < [11,] 9.185310 -5.452235 -0.016615904 23.253247
  < [12,] 44.028800 -29.795831 -0.053125191 18.619813
  < [13,] -196.030585 117.404534 0.289950152 14.605070
  < [14,] -30.743242 47.570003 -0.092049462 16.072769
  < [15,] -3.884327 1.091804 0.012258703 16.944240
  < [16,] 220.709791 -148.517963 -0.197387242 11.163824
  < [17,] -88.527785 56.279757 0.087037092 9.897343
  < [18,] 176.393460 -91.608984 -0.205363049 23.935566
  < [19,] 864.205778 -412.085355 -0.993679733 3.199730
  < [20,] -123.312227 50.355047 0.168899122 4.757866
  ---
  > [1,] -215.799232 204.50211 0.471147240 30.599706
  > [2,] -202.250541 166.79819 0.399932137 44.095084
  > [3,] -390.784079 271.92960 0.801737557 31.871544
  > [4,] -210.070695 163.21159 0.351069538 17.267485
  > [5,] 32.620089 -24.92988 -0.053920152 18.230880
  > [6,] 391.846140 -284.88030 -0.632780424 26.152766
  > [7,] -1113.331469 808.40028 1.786463557 24.244263
  > [8,] 26.208045 -18.71729 -0.039340658 22.317823
  > [9,] -462.597037 340.65212 0.639569968 27.439964
  > [10,] -72.935223 52.44754 0.088573158 22.473657
  > [11,] -309.178112 223.93691 0.332146033 23.253247
  > [12,] 7.807936 -6.73402 -0.002464880 18.619813
  > [13,] -194.890813 125.28247 0.249331292 14.605070
  > [14,] -114.214595 71.98186 0.162048750 16.072769
  > [15,] -159.607740 86.90522 0.302609772 16.944240
  > [16,] 48.395976 -30.40831 -0.052548972 11.163824
  > [17,] -122.385692 74.37527 0.134558332 9.897343
  > [18,] 315.486981 -157.78651 -0.392484316 23.935566
  > [19,] -548.787360 186.67647 0.923333515 3.199730
  > [20,] 1260.293995 -630.17472 -1.307226162 4.757866
  2006,2025c2010,2029
  < 1 5.0402421 -4.3915677 -0.64867438 1.4397323
  < 2 2.3687650 -2.2726101 -0.09615489 2.1405195
  < 3 -1.0343222 1.2475037 -0.21318159 1.0792660
  < 4 -2.9818182 2.1627782 0.81904002 0.6656525
  < 5 -24.3972009 18.2957667 6.10143420 0.4644850
  < 6 29.5662488 -21.4623670 -8.10388176 0.9130485
  < 7 58.1929381 -41.7608171 -16.43212103 0.7316658
  < 8 -8.6489569 6.2755512 2.37340575 0.8756151
  < 9 76.0684107 -56.0073627 -20.06104799 1.5979161
  < 10 -93.8801056 68.8792338 25.00087182 0.7134775
  < 11 1.2964721 -0.8406507 -0.45582145 0.8813129
  < 12 5.6028919 -4.0846742 -1.51821770 0.7499664
  < 13 -35.2733711 22.8598331 12.41353799 0.8818078
  < 14 4.3890611 -7.3412654 2.95220423 -0.7611184
  < 15 -0.3918466 0.1170626 0.27478404 0.5317372
  < 16 -166.0054922 126.7727722 39.23272001 -2.8326678
  < 17 -11.6194091 8.4654547 3.15395435 0.4452195
  < 18 81.8036629 -53.1392608 -28.66440214 4.3577043
  < 19 -640.7914606 395.8667860 244.92467458 -1.0287098
  < 20 -13.0218277 6.7650583 6.25676939 0.2218561
  ---
  > 1 -28.985057 23.539468 5.44558874 0.9986143
  > 2 -49.077620 35.509966 13.56765415 2.5791740
  > 3 -99.925231 61.499446 38.42578549 2.0447437
  > 4 -36.159150 26.054922 10.10422866 0.7803820
  > 5 4.542488 -3.303373 -1.23911476 0.6390848
  > 6 63.417008 -46.105486 -17.31152249 1.0678864
  > 7 -187.627159 135.602590 52.02456846 0.9805976
  > 8 4.254054 -3.103932 -1.15012238 0.8757860
  > 9 -52.990463 40.455962 12.53450188 0.7366814
  > 10 -11.132577 8.571069 2.56150734 0.8551723
  > 11 -38.756202 30.664070 8.09213251 0.7826963
  > 12 0.960982 -0.892853 -0.06812914 0.7253464
  > 13 -23.298355 16.206501 7.09185389 0.5858476
  > 14 -12.023661 8.191322 3.83233970 0.5612359
  > 15 -12.056244 6.977133 5.07911075 0.3981574
  > 16 6.922451 -4.936158 -1.98629304 0.5386980
  > 17 -17.498241 12.186695 5.31154594 0.4849908
  > 18 53.071653 -33.200009 -19.87164378 1.5806971
  > 19 51.200797 -22.564439 -28.63635772 -0.1294392
  > 20 108.669595 -69.128939 -39.54065561 0.1811514
  2032,2051c2036,2055
  < 1 4.5040252 -3.9243615 -0.5796638 1.2865633
  < 2 1.9466045 -1.8675863 -0.0790182 1.7590368
  < 3 -1.2405329 1.4962161 -0.2556832 1.2944371
  < 4 -2.9463547 2.1370558 0.8092990 0.6577358
  < 5 -36.8319624 27.6207502 9.2112122 0.7012237
  < 6 32.5221346 -23.6080672 -8.9140674 1.0043305
  < 7 74.1861273 -53.2379596 -20.9481676 0.9327498
  < 8 -8.8361641 6.4113858 2.4247783 0.8945679
  < 9 51.3954925 -37.8412795 -13.5542130 1.0796293
  < 10 -118.8811071 87.2223089 31.6587982 0.9034822
  < 11 1.3419614 -0.8701466 -0.4718149 0.9122355
  < 12 5.4603017 -3.9807217 -1.4795800 0.7308802
  < 13 -22.6830833 14.7003669 7.9827164 0.5670600
  < 14 -3.7396755 6.2550850 -2.5154095 0.6485068
  < 15 -0.5340355 0.1595409 0.3744946 0.7246880
  < 16 29.0179099 -22.1599950 -6.8579149 0.4951529
  < 17 -12.3640774 9.0079915 3.3560860 0.4737529
  < 18 22.4472007 -14.5815922 -7.8656085 1.1957687
  < 19 101.6935138 -62.8240027 -38.8695111 0.1632561
  < 20 -14.2827161 7.4201110 6.8626051 0.2433382
  ---
  > 1 -37.3428586 30.3270417 7.01581688 1.2865633
  > 2 -33.4717003 24.2183492 9.25335114 1.7590368
  > 3 -63.2582584 38.9325877 24.32567068 1.2944371
  > 4 -30.4763133 21.9600834 8.51622993 0.6577358
  > 5 4.9841588 -3.6245637 -1.35959510 0.7012237
  > 6 59.6427065 -43.3614898 -16.28121674 1.0043305
  > 7 -178.4719839 128.9859286 49.48605523 0.9327498
  > 8 4.3452858 -3.1704982 -1.17478761 0.8945679
  > 9 -77.6591600 59.2894605 18.36969947 1.0796293
  > 10 -11.7614712 9.0552608 2.70621040 0.9034822
  > 11 -45.1705046 35.7390927 9.43141195 0.9122355
  > 12 0.9683136 -0.8996647 -0.06864891 0.7308802
  > 13 -22.5511981 15.6867734 6.86442469 0.5670600
  > 14 -13.8933143 9.4650541 4.42826014 0.6485068
  > 15 -21.9436216 12.6991102 9.24451139 0.7246880
  > 16 6.3628808 -4.5371479 -1.82573287 0.4951529
  > 17 -17.0927824 11.9043125 5.18846990 0.4737529
  > 18 40.1477447 -25.1152060 -15.03253871 1.1957687
  > 19 -64.5773454 28.4595490 36.11779639 0.1632561
  > 20 145.9743424 -92.8599344 -53.11440802 0.2433382
  Running 'quadFunc.R'
  Comparing 'quadFunc.Rout' to 'quadFunc.Rout.save' ...4c4
  < Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-13)
  ---
  > Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-1)
  7c7
  < Attaching package: 'bdsmatrix'
  ---
  > Attaching package: 'survival'
  9c9
  < The following object(s) are masked from 'package:base':
  ---
  > The following object(s) are masked from 'package:boot':
  11c11
  < backsolve
  ---
  > aml
  14c14
  < Attaching package: 'zoo'
  ---
  > Attaching package: 'lattice'
  16c16
  < The following object(s) are masked from 'package:base':
  ---
  > The following object(s) are masked from 'package:boot':
  18c18
  < as.Date, as.Date.numeric
  ---
  > melanoma
  19a20
  > [1] "kinship is loaded"
  304c305
  < 1 16814.3 729.5926 19.00826 629.2459
  ---
  > 1 16814.30 729.5926 19.00826 629.2459
  1009,1011d1009
  < Warning message:
  < sd(<data.frame>) is deprecated.
  < Use sapply(*, sd) instead.
  1236c1234
  < 925.7109 1027.6455 1060.9266 1159.0659 1155.0063 1187.3785 1245.7631 1267.5050
  ---
  > 925.711 1027.646 1060.927 1159.066 1155.006 1187.378 1245.763 1267.505
  1238c1236
  < 1182.9109 1305.9410 1379.0566 1525.1905 1592.6904 1690.4715 1639.9959 1612.6319
  ---
  > 1182.911 1305.941 1379.057 1525.190 1592.690 1690.472 1639.996 1612.632
  1240c1238
  < 1676.9667 1753.5589 1874.5188 1998.3087
  ---
  > 1676.967 1753.559 1874.519 1998.309
  1741,1742c1739
  < lm(formula = as.formula(estFormula), data = estData, x = TRUE,
  < y = TRUE)
  ---
  > lm(formula = as.formula(estFormula), data = estData, x = TRUE, y = TRUE)
  1956c1953
  < 1 0.559696 1.34958 0.118495 -0.08982257
  ---
  > 1 0.559696 1.34958 0.1184950 -0.08982257
  1963c1960
  < 1 -0.05659083 -0.136456 -0.01198102 0.009081956
  ---
  > 1 -0.05659083 -0.1364560 -0.01198102 0.009081956
  2041c2038
  < 1 -0.002158641 -0.02652013 -0.0180103
  ---
  > 1 -0.002158641 -0.02652013 -0.01801030
  2215,2234c2212,2231
  < 1 35.00369 -1178.4390 27.04124 1.9121238
  < 2 35.00369 -1084.9966 24.64462 1.6102572
  < 3 35.00369 -1081.5401 24.50168 1.5667823
  < 4 35.00369 -1009.4570 22.79144 1.4163882
  < 5 35.00369 -1018.7123 23.02246 1.4425046
  < 6 35.00369 -1004.3502 22.62432 1.3783835
  < 7 35.00369 -979.7844 21.93796 1.2655182
  < 8 35.00369 -1015.7088 22.91918 1.4171780
  < 9 35.00369 -1029.4467 23.27705 1.4648410
  < 10 35.00369 -1014.5477 22.98394 1.4696977
  < 11 35.00369 -965.7368 21.73324 1.3127308
  < 12 35.00369 -865.9962 19.45889 1.1594451
  < 13 35.00369 -823.0884 18.37840 1.0327436
  < 14 35.00369 -824.7389 18.33428 0.9866229
  < 15 35.00369 -889.3152 19.89781 1.1400418
  < 16 35.00369 -909.6247 20.30333 1.1369729
  < 17 35.00369 -928.0012 20.70432 1.1544790
  < 18 35.00369 -923.6061 20.53430 1.1061814
  < 19 35.00369 -885.0597 19.51752 0.9649130
  < 20 35.00369 -840.2963 18.38134 0.8273980
  ---
  > 1 35.00369 -1178.4390 27.04124 1.912124
  > 2 35.00369 -1084.9966 24.64462 1.610257
  > 3 35.00369 -1081.5401 24.50168 1.566782
  > 4 35.00369 -1009.4570 22.79144 1.416388
  > 5 35.00369 -1018.7123 23.02246 1.442505
  > 6 35.00369 -1004.3502 22.62432 1.378383
  > 7 35.00369 -979.7844 21.93796 1.265518
  > 8 35.00369 -1015.7088 22.91918 1.417178
  > 9 35.00369 -1029.4467 23.27705 1.464841
  > 10 35.00369 -1014.5477 22.98394 1.469698
  > 11 35.00369 -965.7368 21.73324 1.312731
  > 12 35.00369 -865.9962 19.45889 1.159445
  > 13 35.00369 -823.0884 18.37840 1.032744
  > 14 35.00369 -824.7389 18.33428 0.986623
  > 15 35.00369 -889.3152 19.89781 1.140042
  > 16 35.00369 -909.6247 20.30333 1.136973
  > 17 35.00369 -928.0012 20.70432 1.154479
  > 18 35.00369 -923.6061 20.53430 1.106181
  > 19 35.00369 -885.0597 19.51752 0.964913
  > 20 35.00369 -840.2963 18.38134 0.827398
  2687,2706c2684,2703
  < 1 0.005887932 -1.76351463 0.64467888 1.1188357
  < 2 0.062396631 -0.29537253 -0.20014972 0.4955223
  < 3 0.096473024 -0.16907590 -0.24025539 0.4093313
  < 4 0.144944448 -0.11987131 -0.39193439 0.5118057
  < 5 0.163058896 -0.56095868 -0.21642887 0.7773876
  < 6 0.226104110 -0.42028438 -0.32383516 0.7441195
  < 7 0.324772974 0.08375031 -0.58376380 0.5000135
  < 8 0.227115660 -1.13616528 0.03702577 1.0991395
  < 9 0.227676314 -1.86155824 0.25756237 1.6039959
  < 10 0.187274746 -2.31668139 0.49228797 1.8243934
  < 11 0.314465312 -1.59226713 0.13444913 1.4578180
  < 12 0.319301016 -1.47376408 0.12245258 1.3513115
  < 13 0.451524263 -1.00593072 -0.12185030 1.1277810
  < 14 0.518079651 -0.68727177 -0.22006576 0.9073375
  < 15 0.406600269 -1.52751847 0.22605551 1.3014630
  < 16 0.471327840 -1.47846486 0.22765834 1.2508065
  < 17 0.467232145 -1.55585879 0.38810053 1.1677583
  < 18 0.524614149 -1.27845797 0.32049860 0.9579594
  < 19 0.689194219 -0.61632370 -0.02318363 0.6395073
  < 20 0.862979947 -0.11841705 -0.34419658 0.4626136
  ---
  > 1 0.005887932 -1.7635146 0.64467888 1.1188357
  > 2 0.062396631 -0.2953725 -0.20014972 0.4955223
  > 3 0.096473024 -0.1690759 -0.24025539 0.4093313
  > 4 0.144944448 -0.1198713 -0.39193439 0.5118057
  > 5 0.163058896 -0.5609587 -0.21642887 0.7773876
  > 6 0.226104110 -0.4202844 -0.32383516 0.7441195
  > 7 0.324772974 0.0837503 -0.58376380 0.5000135
  > 8 0.227115660 -1.1361653 0.03702577 1.0991395
  > 9 0.227676314 -1.8615582 0.25756237 1.6039959
  > 10 0.187274746 -2.3166814 0.49228797 1.8243934
  > 11 0.314465312 -1.5922671 0.13444913 1.4578180
  > 12 0.319301016 -1.4737641 0.12245258 1.3513115
  > 13 0.451524263 -1.0059307 -0.12185030 1.1277810
  > 14 0.518079651 -0.6872718 -0.22006576 0.9073375
  > 15 0.406600269 -1.5275185 0.22605551 1.3014630
  > 16 0.471327840 -1.4784649 0.22765834 1.2508065
  > 17 0.467232145 -1.5558588 0.38810053 1.1677583
  > 18 0.524614149 -1.2784580 0.32049860 0.9579594
  > 19 0.689194219 -0.6163237 -0.02318363 0.6395073
  > 20 0.862979947 -0.1184171 -0.34419658 0.4626136
  2716c2713
  < 1 0.3507008 -0.9145669 -0.04139098 0.9559579
  ---
  > 1 0.3507008 -0.914567 -0.04139098 0.955958
  2938,3041d2934
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  3056,3059d2948
  < $r2
  < rsq adjrsq
  < 0.8405656 0.7565090
  <
  3274,3377d3162
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  3399,3402d3183
  < $r2
  < rsq adjrsq
  < 0.8377804 0.7875136
  <
  3623,3726d3403
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  3752,3755d3428
  < $r2
  < rsq adjrsq
  < 0.8405659 0.7481036
  <
  3977,4080d3649
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  4106,4109d3674
  < $r2
  < rsq adjrsq
  < 0.8377703 0.7791264
  <
  4338,4441d3902
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  4467,4470d3927
  < $r2
  < rsq adjrsq
  < 0.8427768 0.7500713
  <
  4692,4795d4148
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  4821,4824d4173
  < $r2
  < rsq adjrsq
  < 0.8399620 0.7811647
  <
  5050,5153d4398
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  5181,5184d4425
  < $r2
  < rsq adjrsq
  < 0.8673611 0.7632778
  <
  5407,5510d4647
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  5538,5541d4674
  < $r2
  < rsq adjrsq
  < 0.8634145 0.7943413
  <
  5775,5878d4907
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  5893,5896d4921
  < $r2
  < rsq adjrsq
  < 0.8003441 0.7443200
  <
  6119,6222d5143
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  6237,6240d5157
  < $r2
  < rsq adjrsq
  < 0.7987715 0.7748084
  <
  6366,6368d5282
  < Warning message:
  < sd(<data.frame>) is deprecated.
  < Use sapply(*, sd) instead.
  6381,6383d5294
  < Warning message:
  < sd(<data.frame>) is deprecated.
  < Use sapply(*, sd) instead.
  Running 'translog.R'
  Comparing 'translog.Rout' to 'translog.Rout.save' ...4c4
  < Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-13)
  ---
  > Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-1)
  7c7
  < Attaching package: 'bdsmatrix'
  ---
  > Attaching package: 'survival'
  9c9
  < The following object(s) are masked from 'package:base':
  ---
  > The following object(s) are masked from 'package:boot':
  11c11
  < backsolve
  ---
  > aml
  14c14
  < Attaching package: 'zoo'
  ---
  > Attaching package: 'lattice'
  16c16
  < The following object(s) are masked from 'package:base':
  ---
  > The following object(s) are masked from 'package:boot':
  18c18
  < as.Date, as.Date.numeric
  ---
  > melanoma
  19a20
  > [1] "kinship is loaded"
  540,543c541,544
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  < [3,] -21.07088 -0.5295002 9.043763e-04 1.49774
  < [4,] -696.84479 -11.8434635 1.497740e+00 -42.70738
  ---
  > [1,] 3766.33441 832.9043510 -2.107088e+01 -696.844789
  > [2,] 832.90435 6.9257053 -5.295002e-01 -11.843463
  > [3,] -21.07088 -0.5295002 9.043763e-04 1.497740
  > [4,] -696.84479 -11.8434635 1.497740e+00 -42.707385
  575,578c576,579
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  < [2,] 563.56881 2.4865047 -0.21545420 -8.3437282
  < [3,] -10.66273 -0.2154542 -0.01278299 0.6856299
  < [4,] -405.76572 -8.3437282 0.68562994 -2.5248815
  ---
  > [1,] -9329.91564 563.5688130 -10.66273110 -405.765724
  > [2,] 563.56881 2.4865047 -0.21545420 -8.343728
  > [3,] -10.66273 -0.2154542 -0.01278299 0.685630
  > [4,] -405.76572 -8.3437282 0.68562994 -2.524881
  645,648c646,649
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  < [2,] 484.39199 2.0327365 -0.1736841 -6.6327325
  < [3,] -12.37547 -0.1736841 -0.0146756 0.3245257
  < [4,] -250.91752 -6.6327325 0.3245257 5.5070378
  ---
  > [1,] -11275.03999 484.3919890 -12.37547149 -250.9175211
  > [2,] 484.39199 2.0327365 -0.17368410 -6.6327325
  > [3,] -12.37547 -0.1736841 -0.01467560 0.3245257
  > [4,] -250.91752 -6.6327325 0.32452575 5.5070378
  698,701c699,702
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  < [4,] -534.83458 -9.474302 0.996363337 -14.9650961
  ---
  > [1,] -6497.54122 640.2564065 -12.927170622 -534.8345826
  > [2,] 640.25641 4.7265597 -0.359581957 -9.4743020
  > [3,] -12.92717 -0.3595820 -0.007625657 0.9963633
  > [4,] -534.83458 -9.4743020 0.996363337 -14.9650961
  705,708c706,709
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  < [2,] 583.17100 2.7879999 -0.276986427 -8.0003903
  < [3,] -11.20205 -0.2769864 -0.009943963 0.8344449
  < [4,] -455.23662 -8.0003903 0.834444943 -10.5897489
  ---
  > [1,] -7679.68385 583.1709967 -11.202053314 -455.236618
  > [2,] 583.17100 2.7879999 -0.276986427 -8.000390
  > [3,] -11.20205 -0.2769864 -0.009943963 0.834445
  > [4,] -455.23662 -8.0003903 0.834444943 -10.589749
  712,715c713,716
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  < [3,] -10.56965 -0.2351989 -0.0109810 0.7386753
  < [4,] -402.23632 -6.8104841 0.7386753 -9.1109756
  ---
  > [1,] -8550.35436 561.4112023 -10.56964633 -402.2363185
  > [2,] 561.41120 1.1007171 -0.23519893 -6.8104841
  > [3,] -10.56965 -0.2351989 -0.01098100 0.7386753
  > [4,] -402.23632 -6.8104841 0.73867533 -9.1109756
  719,722c720,723
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  < [2,] 561.7540 2.4784977 -0.21476040 -8.3168599
  < [3,] -10.6284 -0.2147604 -0.01274182 0.6834221
  < [4,] -404.4591 -8.3168599 0.68342209 -2.5167509
  ---
  > [1,] -9299.87167 561.7540221 -10.62839523 -404.4590871
  > [2,] 561.75402 2.4784977 -0.21476040 -8.3168599
  > [3,] -10.62840 -0.2147604 -0.01274182 0.6834221
  > [4,] -404.45909 -8.3168599 0.68342209 -2.5167509
  726,729c727,730
  < [1,] -9348.191193 506.7707171 -9.86526904 -333.1461968
  < [2,] 506.770717 1.6874359 -0.15799892 -7.0561516
  < [3,] -9.865269 -0.1579989 -0.01167129 0.5633905
  < [4,] -333.146197 -7.0561516 0.56339047 -1.8033782
  ---
  > [1,] -9348.19119 506.7707171 -9.86526904 -333.1461968
  > [2,] 506.77072 1.6874359 -0.15799892 -7.0561516
  > [3,] -9.86527 -0.1579989 -0.01167129 0.5633905
  > [4,] -333.14620 -7.0561516 0.56339047 -1.8033782
  775,778c776,779
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  < [3,] -12.2199 -0.1812225 -0.0130803 0.3549685
  < [4,] -219.5618 -6.3323416 0.3549685 3.2599677
  ---
  > [1,] -10438.82318 444.7810159 -12.21989716 -219.5617997
  > [2,] 444.78102 2.0724177 -0.18122245 -6.3323416
  > [3,] -12.21990 -0.1812225 -0.01308030 0.3549685
  > [4,] -219.56180 -6.3323416 0.35496853 3.2599677
  796,799c797,800
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  < [2,] 504.40548 1.382454 -0.20101596 -5.912347
  < [3,] -12.97074 -0.201016 -0.01462645 0.343661
  < [4,] -270.97212 -5.912347 0.34366098 4.983312
  ---
  > [1,] -11954.46837 504.4054775 -12.97074208 -270.972120
  > [2,] 504.40548 1.3824538 -0.20101596 -5.912347
  > [3,] -12.97074 -0.2010160 -0.01462645 0.343661
  > [4,] -270.97212 -5.9123470 0.34366098 4.983312
  837,841c838,842
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  < [2,] 4012.406728 3766.33441 832.9043510 -2.107088e+01 -696.84479
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  < [4,] -2.818343 -21.07088 -0.5295002 9.043763e-04 1.49774
  < [5,] 47.710835 -696.84479 -11.8434635 1.497740e+00 -42.70738
  ---
  > [1,] 0.000000 4012.40673 107.0297794 -2.818343e+00 47.710835
  > [2,] 4012.406728 3766.33441 832.9043510 -2.107088e+01 -696.844789
  > [3,] 107.029779 832.90435 6.9257053 -5.295002e-01 -11.843463
  > [4,] -2.818343 -21.07088 -0.5295002 9.043763e-04 1.497740
  > [5,] 47.710835 -696.84479 -11.8434635 1.497740e+00 -42.707385
  877,881c878,882
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  < [2,] 1340.3118308 -9329.91564 563.5688130 -10.66273110 -405.7657243
  < [3,] 81.2664702 563.56881 2.4865047 -0.21545420 -8.3437282
  < [4,] 0.8116562 -10.66273 -0.2154542 -0.01278299 0.6856299
  < [5,] -17.5829788 -405.76572 -8.3437282 0.68562994 -2.5248815
  ---
  > [1,] 0.0000000 1340.31183 81.2664702 0.81165618 -17.582979
  > [2,] 1340.3118308 -9329.91564 563.5688130 -10.66273110 -405.765724
  > [3,] 81.2664702 563.56881 2.4865047 -0.21545420 -8.343728
  > [4,] 0.8116562 -10.66273 -0.2154542 -0.01278299 0.685630
  > [5,] -17.5829788 -405.76572 -8.3437282 0.68562994 -2.524881
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  < [3,] 82.85026 442.76909 2.0630433 -0.18040271 -6.3036979
  < [4,] 1.26231 -12.16462 -0.1804027 -0.01302114 0.3533629
  < [5,] -51.03273 -218.56863 -6.3036979 0.35336286 3.2452216
  ---
  > [1,] 0.000000 -189.44046 82.8502649 1.26230967 -51.0327273
  > [2,] -189.440462 -10391.60415 442.7690911 -12.16462161 -218.5686327
  > [3,] 82.850265 442.76909 2.0630433 -0.18040271 -6.3036979
  > [4,] 1.262310 -12.16462 -0.1804027 -0.01302114 0.3533629
  > [5,] -51.032727 -218.56863 -6.3036979 0.35336286 3.2452216
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  < [3,] 84.042528 484.39199 2.0327365 -0.1736841 -6.6327325
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  < [5,] -70.920606 -250.91752 -6.6327325 0.3245257 5.5070378
  ---
  > [1,] 0.000000 920.19258 84.0425276 1.48923665 -70.9206056
  > [2,] 920.192577 -11275.03999 484.3919890 -12.37547149 -250.9175211
  > [3,] 84.042528 484.39199 2.0327365 -0.17368410 -6.6327325
  > [4,] 1.489237 -12.37547 -0.1736841 -0.01467560 0.3245257
  > [5,] -70.920606 -250.91752 -6.6327325 0.32452575 5.5070378
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  < [3,] 164.220252 1470.49518 21.942767 -1.47736735 -10.801644
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  < [5,] 208.761704 -990.63496 -10.801644 3.19092539 -395.119915
  ---
  > [1,] 0.00000 6151.09408 164.220252 -7.05988069 208.761704
  > [2,] 6151.09408 28023.54428 1470.495175 -56.04072855 -990.634959
  > [3,] 164.22025 1470.49518 21.942767 -1.47736735 -10.801644
  > [4,] -7.05988 -56.04073 -1.477367 0.05342254 3.190925
  > [5,] 208.76170 -990.63496 -10.801644 3.19092539 -395.119915
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  < [3,] 98.051813 640.25641 4.726560 -0.359581957 -9.4743020
  < [4,] -1.277049 -12.92717 -0.359582 -0.007625657 0.9963633
  < [5,] 18.377102 -534.83458 -9.474302 0.996363337 -14.9650961
  ---
  > [1,] 0.000000 2184.06311 98.0518127 -1.277049429 18.3771019
  > [2,] 2184.063111 -6497.54122 640.2564065 -12.927170622 -534.8345826
  > [3,] 98.051813 640.25641 4.7265597 -0.359581957 -9.4743020
  > [4,] -1.277049 -12.92717 -0.3595820 -0.007625657 0.9963633
  > [5,] 18.377102 -534.83458 -9.4743020 0.996363337 -14.9650961
  1025,1029c1026,1030
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  < [3,] 80.7190037 583.17100 2.7879999 -0.276986427 -8.0003903
  < [4,] -0.4239232 -11.20205 -0.2769864 -0.009943963 0.8344449
  < [5,] 16.3396516 -455.23662 -8.0003903 0.834444943 -10.5897489
  ---
  > [1,] 0.0000000 1828.21997 80.7190037 -0.423923203 16.339652
  > [2,] 1828.2199679 -7679.68385 583.1709967 -11.202053314 -455.236618
  > [3,] 80.7190037 583.17100 2.7879999 -0.276986427 -8.000390
  > [4,] -0.4239232 -11.20205 -0.2769864 -0.009943963 0.834445
  > [5,] 16.3396516 -455.23662 -8.0003903 0.834444943 -10.589749
  1033,1037c1034,1038
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  < [2,] 1808.1032386 -8550.35436 561.4112023 -10.5696463 -402.2363185
  < [3,] 60.3996462 561.41120 1.1007171 -0.2351989 -6.8104841
  < [4,] 0.2288647 -10.56965 -0.2351989 -0.0109810 0.7386753
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  ---
  > [1,] 0.0000000 1808.10324 60.3996462 0.22886469 23.3677404
  > [2,] 1808.1032386 -8550.35436 561.4112023 -10.56964633 -402.2363185
  > [3,] 60.3996462 561.41120 1.1007171 -0.23519893 -6.8104841
  > [4,] 0.2288647 -10.56965 -0.2351989 -0.01098100 0.7386753
  > [5,] 23.3677404 -402.23632 -6.8104841 0.73867533 -9.1109756
  1041,1045c1042,1046
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  < [2,] 1335.9957904 -9299.8717 561.7540221 -10.62839523 -404.4590871
  < [3,] 81.0047778 561.7540 2.4784977 -0.21476040 -8.3168599
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  < [5,] -17.5263585 -404.4591 -8.3168599 0.68342209 -2.5167509
  ---
  > [1,] 0.0000000 1335.99579 81.0047778 0.80904250 -17.5263585
  > [2,] 1335.9957904 -9299.87167 561.7540221 -10.62839523 -404.4590871
  > [3,] 81.0047778 561.75402 2.4784977 -0.21476040 -8.3168599
  > [4,] 0.8090425 -10.62840 -0.2147604 -0.01274182 0.6834221
  > [5,] -17.5263585 -404.45909 -8.3168599 0.68342209 -2.5167509
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  < [3,] 68.753965 506.770717 1.6874359 -0.15799892 -7.0561516
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  < [5,] -15.046579 -333.146197 -7.0561516 0.56339047 -1.8033782
  ---
  > [1,] 0.000000 734.47034 68.7539651 1.79073102 -15.0465790
  > [2,] 734.470339 -9348.19119 506.7707171 -9.86526904 -333.1461968
  > [3,] 68.753965 506.77072 1.6874359 -0.15799892 -7.0561516
  > [4,] 1.790731 -9.86527 -0.1579989 -0.01167129 0.5633905
  > [5,] -15.046579 -333.14620 -7.0561516 0.56339047 -1.8033782
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  < [1,] 0.00000 -1278.81710 126.2289332 -1.329889802 -47.759972
  < [2,] -1278.81710 -7279.95617 333.1474423 -9.189190472 -231.851520
  < [3,] 126.22893 333.14744 6.5721421 -0.344066891 -8.913353
  < [4,] -1.32989 -9.18919 -0.3440669 -0.007507288 0.512545
  < [5,] -47.75997 -231.85152 -8.9133527 0.512545013 2.831957
  ---
  > [1,] 0.000000 -1278.81710 126.2289332 -1.329889802 -47.759972
  > [2,] -1278.817097 -7279.95617 333.1474423 -9.189190472 -231.851520
  > [3,] 126.228933 333.14744 6.5721421 -0.344066891 -8.913353
  > [4,] -1.329890 -9.18919 -0.3440669 -0.007507288 0.512545
  > [5,] -47.759972 -231.85152 -8.9133527 0.512545013 2.831957
  1105,1109c1106,1110
  < [1,] 0.000000 -190.3013 83.2267331 1.2680456 -51.2646179
  < [2,] -190.301272 -10438.8232 444.7810159 -12.2198972 -219.5617997
  < [3,] 83.226733 444.7810 2.0724177 -0.1812225 -6.3323416
  < [4,] 1.268046 -12.2199 -0.1812225 -0.0130803 0.3549685
  < [5,] -51.264618 -219.5618 -6.3323416 0.3549685 3.2599677
  ---
  > [1,] 0.000000 -190.30127 83.2267331 1.26804556 -51.2646179
  > [2,] -190.301272 -10438.82318 444.7810159 -12.21989716 -219.5617997
  > [3,] 83.226733 444.78102 2.0724177 -0.18122245 -6.3323416
  > [4,] 1.268046 -12.21990 -0.1812225 -0.01308030 0.3549685
  > [5,] -51.264618 -219.56180 -6.3323416 0.35496853 3.2599677
  1121,1125c1122,1126
  < [1,] 0.00000 927.47329 84.7074855 1.50101972 -71.4817408
  < [2,] 927.47329 -11364.24990 488.2245758 -12.47338820 -252.9028206
  < [3,] 84.70749 488.22458 2.0488198 -0.17505832 -6.6852117
  < [4,] 1.50102 -12.47339 -0.1750583 -0.01479171 0.3270934
  < [5,] -71.48174 -252.90282 -6.6852117 0.32709345 5.5506104
  ---
  > [1,] 0.000000 927.47329 84.7074855 1.50101972 -71.4817408
  > [2,] 927.473287 -11364.24990 488.2245758 -12.47338820 -252.9028206
  > [3,] 84.707486 488.22458 2.0488198 -0.17505832 -6.6852117
  > [4,] 1.501020 -12.47339 -0.1750583 -0.01479171 0.3270934
  > [5,] -71.481741 -252.90282 -6.6852117 0.32709345 5.5506104
  1129,1133c1130,1134
  < [1,] 0.0000000 1400.09763 76.010346 0.96667219 -69.899953
  < [2,] 1400.0976307 -11954.46837 504.405477 -12.97074208 -270.972120
  < [3,] 76.0103463 504.40548 1.382454 -0.20101596 -5.912347
  < [4,] 0.9666722 -12.97074 -0.201016 -0.01462645 0.343661
  < [5,] -69.8999529 -270.97212 -5.912347 0.34366098 4.983312
  ---
  > [1,] 0.0000000 1400.09763 76.0103463 0.96667219 -69.899953
  > [2,] 1400.0976307 -11954.46837 504.4054775 -12.97074208 -270.972120
  > [3,] 76.0103463 504.40548 1.3824538 -0.20101596 -5.912347
  > [4,] 0.9666722 -12.97074 -0.2010160 -0.01462645 0.343661
  > [5,] -69.8999529 -270.97212 -5.9123470 0.34366098 4.983312
  1137,1141c1138,1142
  < [1,] 0.000000 1661.53281 64.5954432 0.32824096 -63.1959511
  < [2,] 1661.532814 -12439.84647 501.7344942 -13.44174857 -272.4011504
  < [3,] 64.595443 501.73449 0.7944400 -0.21709124 -4.9907502
  < [4,] 0.328241 -13.44175 -0.2170912 -0.01350096 0.3508045
  < [5,] -63.195951 -272.40115 -4.9907502 0.35080451 3.9414983
  ---
  > [1,] 0.0000000 1661.53281 64.5954432 0.32824096 -63.1959511
  > [2,] 1661.5328135 -12439.84647 501.7344942 -13.44174857 -272.4011504
  > [3,] 64.5954432 501.73449 0.7944400 -0.21709124 -4.9907502
  > [4,] 0.3282410 -13.44175 -0.2170912 -0.01350096 0.3508045
  > [5,] -63.1959511 -272.40115 -4.9907502 0.35080451 3.9414983
  1699,1709c1700,1710
  < a_0 15080.0300123 7638.8970704 475.45627124 -5.381913e+03 1241.2235947
  < a_1 7638.8970704 5648.2281482 -442.60417909 -2.492627e+03 1272.0677796
  < a_2 475.4562712 -442.6041791 431.51806843 -3.388292e+02 -218.7281804
  < a_3 -5381.9130447 -2492.6268279 -338.82918001 1.992420e+03 -351.4676899
  < b_1_1 1241.2235947 1272.0677796 -218.72818039 -3.514677e+02 553.1775958
  < b_1_2 -45.6528716 -56.7699730 -27.10631900 3.202130e+01 -44.9757311
  < b_1_3 -1228.1234230 -918.3150952 95.37595323 3.887236e+02 -208.3786320
  < b_2_2 59.6675244 -19.5718827 34.31772797 -3.445950e+01 -1.6673414
  < b_2_3 -100.3022761 81.8663244 -81.49413856 6.718294e+01 37.2292744
  < b_3_3 959.0647166 401.2962305 87.42993478 -3.660503e+02 48.4466689
  < d_1 -0.1911582 -0.1879612 -0.02991146 8.768994e-02 0.0208301
  ---
  > a_0 15080.0300123 7638.8970704 475.45627124 -5.381913e+03 1241.22359472
  > a_1 7638.8970704 5648.2281482 -442.60417909 -2.492627e+03 1272.06777956
  > a_2 475.4562712 -442.6041791 431.51806843 -3.388292e+02 -218.72818039
  > a_3 -5381.9130447 -2492.6268279 -338.82918001 1.992420e+03 -351.46768992
  > b_1_1 1241.2235947 1272.0677796 -218.72818039 -3.514677e+02 553.17759581
  > b_1_2 -45.6528716 -56.7699730 -27.10631900 3.202130e+01 -44.97573113
  > b_1_3 -1228.1234230 -918.3150952 95.37595323 3.887236e+02 -208.37863200
  > b_2_2 59.6675244 -19.5718827 34.31772797 -3.445950e+01 -1.66734143
  > b_2_3 -100.3022761 81.8663244 -81.49413856 6.718294e+01 37.22927445
  > b_3_3 959.0647166 401.2962305 87.42993478 -3.660503e+02 48.44666886
  > d_1 -0.1911582 -0.1879612 -0.02991146 8.768994e-02 0.02083010
  2130c2131
  < R-squared: 0.9921219 Adjusted R-squared: 0.9833685
  ---
  > R-squared: 0.992122 Adjusted R-squared: 0.9833685
  2189,2199c2190,2200
  < a_0 12582.4306014 6201.8962741 328.7523694 -4.442188e+03 1115.34524859
  < a_1 6201.8962741 4498.8772086 -457.1490396 -1.965674e+03 1140.68747662
  < a_2 328.7523694 -457.1490396 383.9956712 -2.677172e+02 -191.48664429
  < a_3 -4442.1877273 -1965.6742835 -267.7172317 1.631226e+03 -318.69632446
  < b_1_1 1115.3452486 1140.6874766 -191.4866443 -3.186963e+02 474.80517369
  < b_1_2 34.3139749 23.5209988 -12.6930321 -5.758206e+00 -46.16356844
  < b_1_3 -1040.5623191 -774.7971974 88.4588602 3.251492e+02 -182.43825341
  < b_2_2 57.8926553 -10.2119966 30.9095752 -3.285039e+01 -2.35561676
  < b_2_3 -83.5838918 72.6122997 -73.5094026 5.853311e+01 33.56440743
  < b_3_3 794.0500862 315.9170151 72.7972261 -3.020089e+02 43.64112797
  < d_1_TRUE 0.1850129 0.1759814 -0.2090644 3.657828e-02 0.09316051
  ---
  > a_0 12582.4306014 6201.8962741 328.7523694 -4.442188e+03 1115.3452486
  > a_1 6201.8962741 4498.8772086 -457.1490396 -1.965674e+03 1140.6874766
  > a_2 328.7523694 -457.1490396 383.9956712 -2.677172e+02 -191.4866443
  > a_3 -4442.1877273 -1965.6742835 -267.7172317 1.631226e+03 -318.6963245
  > b_1_1 1115.3452486 1140.6874766 -191.4866443 -3.186963e+02 474.8051737
  > b_1_2 34.3139749 23.5209988 -12.6930321 -5.758206e+00 -46.1635684
  > b_1_3 -1040.5623191 -774.7971974 88.4588602 3.251492e+02 -182.4382534
  > b_2_2 57.8926553 -10.2119966 30.9095752 -3.285039e+01 -2.3556168
  > b_2_3 -83.5838918 72.6122997 -73.5094026 5.853311e+01 33.5644074
  > b_3_3 794.0500862 315.9170151 72.7972261 -3.020089e+02 43.6411280
  > d_1_TRUE 0.1850129 0.1759814 -0.2090644 3.657828e-02 0.0931605
  2201,2211c2202,2212
  < a_0 34.31397489 -1.040562e+03 57.892655303 -83.5838918 794.0500862
  < a_1 23.52099879 -7.747972e+02 -10.211996588 72.6122997 315.9170151
  < a_2 -12.69303214 8.845886e+01 30.909575159 -73.5094026 72.7972261
  < a_3 -5.75820572 3.251492e+02 -32.850394794 58.5331103 -302.0088858
  < b_1_1 -46.16356844 -1.824383e+02 -2.355616764 33.5644074 43.6411280
  < b_1_2 51.99768141 -2.675194e+01 -6.265280916 1.4665989 2.0217133
  < b_1_3 -26.75193530 1.439571e+02 4.934122915 -14.0173119 -52.3228594
  < b_2_2 -6.26528092 4.934123e+00 7.083250127 -7.9735909 8.7957710
  < b_2_3 1.46659889 -1.401731e+01 -7.973590888 15.2335483 -15.8524412
  < b_3_3 2.02171329 -5.232286e+01 8.795770994 -15.8524412 57.9607190
  < d_1_TRUE 0.00745923 -3.615376e-02 -0.003303194 0.0317663 -0.0184863
  ---
  > a_0 34.31397489 -1.040562e+03 57.892655303 -83.5838918 794.05008621
  > a_1 23.52099879 -7.747972e+02 -10.211996588 72.6122997 315.91701506
  > a_2 -12.69303214 8.845886e+01 30.909575159 -73.5094026 72.79722614
  > a_3 -5.75820572 3.251492e+02 -32.850394794 58.5331103 -302.00888576
  > b_1_1 -46.16356844 -1.824383e+02 -2.355616764 33.5644074 43.64112797
  > b_1_2 51.99768141 -2.675194e+01 -6.265280916 1.4665989 2.02171329
  > b_1_3 -26.75193530 1.439571e+02 4.934122915 -14.0173119 -52.32285936
  > b_2_2 -6.26528092 4.934123e+00 7.083250127 -7.9735909 8.79577099
  > b_2_3 1.46659889 -1.401731e+01 -7.973590888 15.2335483 -15.85244119
  > b_3_3 2.02171329 -5.232286e+01 8.795770994 -15.8524412 57.96071897
  > d_1_TRUE 0.00745923 -3.615376e-02 -0.003303194 0.0317663 -0.01848630
  2226c2227
  < [1] 0.9921219
  ---
  > [1] 0.992122
  2289c2290
  < [1,] 0.9946329
  ---
  > [1,] 0.994633
  2386c2387
  < 933.5349 1022.3431 1055.1696 1158.5892 1152.7394 1185.1222 1249.9331 1265.7785
  ---
  > 933.535 1022.343 1055.170 1158.589 1152.739 1185.122 1249.933 1265.778
  2388c2389
  < 1176.6506 1305.3919 1391.1926 1524.6662 1593.4205 1692.9664 1634.0683 1612.0783
  ---
  > 1176.651 1305.392 1391.193 1524.666 1593.421 1692.966 1634.068 1612.078
  2390c2391
  < 1674.0529 1756.9716 1875.7775 1997.0839
  ---
  > 1674.053 1756.972 1875.778 1997.084
  2415,2426c2416,2427
  < a_0 -171.9636828 -1.271218e+03 65.313436905 -117.06138620 1040.9574420
  < a_1 -98.2375462 -9.308087e+02 -11.266786774 67.74244043 443.2311803
  < a_2 -39.9307882 8.669720e+01 34.735386151 -85.34792717 99.9745985
  < a_3 79.8682137 4.073069e+02 -37.009198428 75.23426872 -400.3813098
  < b_1_1 -81.4642750 -2.193202e+02 -2.597518175 34.40137424 70.0662847
  < b_1_2 79.6175727 -1.960630e+01 -7.065976270 3.99282443 -12.8417206
  < b_1_3 -19.6063001 1.666983e+02 5.522020957 -14.58321100 -66.1412299
  < b_2_2 -7.0659763 5.522021e+00 7.950778279 -8.95379282 9.8967223
  < b_2_3 3.9928244 -1.458321e+01 -8.953792824 17.35829134 -19.4624192
  < b_3_3 -12.8417206 -6.614123e+01 9.896722251 -19.46241917 75.8037363
  < d_1_80s 0.1514351 7.426390e-02 -0.000237966 0.01672138 -0.1076774
  < d_1_90s 0.2334418 6.979259e-02 -0.004061407 0.06050867 -0.1807849
  ---
  > a_0 -171.9636828 -1.271218e+03 6.531344e+01 -117.06138620 1040.9574420
  > a_1 -98.2375462 -9.308087e+02 -1.126679e+01 67.74244043 443.2311803
  > a_2 -39.9307882 8.669720e+01 3.473539e+01 -85.34792717 99.9745985
  > a_3 79.8682137 4.073069e+02 -3.700920e+01 75.23426872 -400.3813098
  > b_1_1 -81.4642750 -2.193202e+02 -2.597518e+00 34.40137424 70.0662847
  > b_1_2 79.6175727 -1.960630e+01 -7.065976e+00 3.99282443 -12.8417206
  > b_1_3 -19.6063001 1.666983e+02 5.522021e+00 -14.58321100 -66.1412299
  > b_2_2 -7.0659763 5.522021e+00 7.950778e+00 -8.95379282 9.8967223
  > b_2_3 3.9928244 -1.458321e+01 -8.953793e+00 17.35829134 -19.4624192
  > b_3_3 -12.8417206 -6.614123e+01 9.896722e+00 -19.46241917 75.8037363
  > d_1_80s 0.1514351 7.426390e-02 -2.379660e-04 0.01672138 -0.1076774
  > d_1_90s 0.2334418 6.979259e-02 -4.061407e-03 0.06050867 -0.1807849
  2428,2439c2429,2440
  < a_0 -1.499828157 -2.021434800
  < a_1 -0.888147270 -1.122467268
  < a_2 -0.183012478 -0.506668876
  < a_3 0.615177532 0.955360011
  < b_1_1 -0.211257960 -0.209410490
  < b_1_2 0.151435074 0.233441760
  < b_1_3 0.074263904 0.069792590
  < b_2_2 -0.000237966 -0.004061407
  < b_2_3 0.016721379 0.060508675
  < b_3_3 -0.107677424 -0.180784891
  < d_1_80s 0.001079088 0.001603785
  < d_1_90s 0.001603785 0.004525800
  ---
  > a_0 -1.4998281571 -2.021434800
  > a_1 -0.8881472701 -1.122467268
  > a_2 -0.1830124776 -0.506668876
  > a_3 0.6151775321 0.955360011
  > b_1_1 -0.2112579603 -0.209410490
  > b_1_2 0.1514350740 0.233441760
  > b_1_3 0.0742639041 0.069792590
  > b_2_2 -0.0002379660 -0.004061407
  > b_2_3 0.0167213792 0.060508675
  > b_3_3 -0.1076774241 -0.180784891
  > d_1_80s 0.0010790885 0.001603785
  > d_1_90s 0.0016037855 0.004525800
  2616,2627c2617,2628
  < a_0 1.392330e+04 7.052941e+03 438.63926155 -4.968911e+03 1146.17893268
  < a_1 7.052941e+03 5.214981e+03 -408.16049542 -2.301677e+03 1174.25765641
  < a_2 4.386393e+02 -4.081605e+02 431.79523676 -3.297387e+02 -217.82968162
  < a_3 -4.968911e+03 -2.301677e+03 -329.73867065 1.848146e+03 -316.46783108
  < b_1_1 1.146179e+03 1.174258e+03 -217.82968162 -3.164678e+02 518.30005918
  < b_1_2 -4.208877e+01 -5.250395e+01 -31.02194481 3.260042e+01 -38.67375245
  < b_1_3 -1.133960e+03 -8.478166e+02 91.98820274 3.569172e+02 -194.26353735
  < b_2_2 5.509078e+01 -1.807078e+01 31.67300203 -3.180999e+01 -1.53357355
  < b_2_3 -9.256255e+01 7.552133e+01 -79.66521456 6.426866e+01 36.47742022
  < b_3_3 8.854523e+02 3.705800e+02 85.17096308 -3.402238e+02 42.61462756
  < d_1 -1.763793e-01 -1.737083e-01 -0.03876978 8.661049e-02 0.02453823
  < d_2_TRUE 2.783382e-03 -3.961035e-03 -0.26806268 1.357271e-01 0.12753137
  ---
  > a_0 1.392330e+04 7.052941e+03 438.63926155 -4968.9114845 1146.17893268
  > a_1 7.052941e+03 5.214981e+03 -408.16049542 -2301.6766226 1174.25765641
  > a_2 4.386393e+02 -4.081605e+02 431.79523676 -329.7386706 -217.82968162
  > a_3 -4.968911e+03 -2.301677e+03 -329.73867065 1848.1460907 -316.46783108
  > b_1_1 1.146179e+03 1.174258e+03 -217.82968162 -316.4678311 518.30005918
  > b_1_2 -4.208877e+01 -5.250395e+01 -31.02194481 32.6004202 -38.67375245
  > b_1_3 -1.133960e+03 -8.478166e+02 91.98820274 356.9171881 -194.26353735
  > b_2_2 5.509078e+01 -1.807078e+01 31.67300203 -31.8099908 -1.53357355
  > b_2_3 -9.256255e+01 7.552133e+01 -79.66521456 64.2686595 36.47742022
  > b_3_3 8.854523e+02 3.705800e+02 85.17096308 -340.2237876 42.61462756
  > d_1 -1.763793e-01 -1.737083e-01 -0.03876978 0.0866105 0.02453823
  > d_2_TRUE 2.783382e-03 -3.961035e-03 -0.26806268 0.1357271 0.12753137
  2930c2931
  < [1,] 0.9947169
  ---
  > [1,] 0.994717
  3275,3276c3276
  < lm(formula = as.formula(estFormula), data = estData, x = TRUE,
  < y = TRUE)
  ---
  > lm(formula = as.formula(estFormula), data = estData, x = TRUE, y = TRUE)
  3531,3634d3530
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  3649,3652d3544
  < $r2
  < rsq adjrsq
  < 0.7303983 0.6573585
  <
  3779c3671
  < [1] "Component 8: 2 string mismatches" "Component 10: 1 element mismatch"
  ---
  > [1] TRUE
  3876,3979d3767
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  4001,4004d3788
  < $r2
  < rsq adjrsq
  < 0.7302015 0.6863894
  <
  4132c3916
  < [1] "Component 8: 2 string mismatches" "Component 10: 1 element mismatch"
  ---
  > [1] TRUE
  4869,4972d4652
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  4983,4988c4663,4668
  < a_1 NA 0.988340959 -0.1441141938 -0.153298969 0.0224405417 -0.0065419136
  < a_2 NA -0.144114194 0.0504533634 0.025235826 -0.0083258253 0.0035146957
  < b_1_1 NA -0.153298969 0.0252358258 0.024370322 -0.0041024784 0.0014970152
  < b_1_2 NA 0.022440542 -0.0083258253 -0.004102478 0.0015179707 -0.0008547217
  < b_2_2 NA -0.006541914 0.0035146957 0.001497015 -0.0008547217 0.0008834018
  < d_1 NA 0.001083580 -0.0008575437 -0.000283322 0.0001804748 -0.0002175923
  ---
  > a_1 NA 0.988340959 -0.1441141938 -0.1532989693 0.0224405417 -0.0065419136
  > a_2 NA -0.144114194 0.0504533634 0.0252358258 -0.0083258253 0.0035146957
  > b_1_1 NA -0.153298969 0.0252358258 0.0243703223 -0.0041024784 0.0014970152
  > b_1_2 NA 0.022440542 -0.0083258253 -0.0041024784 0.0015179707 -0.0008547217
  > b_2_2 NA -0.006541914 0.0035146957 0.0014970152 -0.0008547217 0.0008834018
  > d_1 NA 0.001083580 -0.0008575437 -0.0002833220 0.0001804748 -0.0002175923
  4998,5001d4677
  < $r2
  < rsq adjrsq
  < 0.7718242 0.6869235
  <
  5119c4795
  < [1,] 0.9614989
  ---
  > [1,] 0.961499
  5230,5333d4905
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  5359,5362d4930
  < $r2
  < rsq adjrsq
  < 0.7680147 0.7142537
  <
  5480c5048
  < [1,] 0.9588771
  ---
  > [1,] 0.958877
  5495,5498c5063,5064
  < a_0 a_1 a_2 b_1_1 b_1_2 b_2_2
  < 2.92973699 -0.71771464 0.43759044 0.27046302 -0.10628323 0.13089745
  < d_1_TRUE
  < -0.09804501
  ---
  > a_0 a_1 a_2 b_1_1 b_1_2 b_2_2 d_1_TRUE
  > 2.9297370 -0.7177146 0.4375904 0.2704630 -0.1062832 0.1308974 -0.0980450
  5586,5689d5151
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  5692,5695c5154,5155
  < a_0 a_1 a_2 b_1_1 b_1_2 b_2_2
  < 2.92973699 -0.71771464 0.43759044 0.27046302 -0.10628323 0.13089745
  < d_1_TRUE
  < -0.09804501
  ---
  > a_0 a_1 a_2 b_1_1 b_1_2 b_2_2 d_1_TRUE
  > 2.9297370 -0.7177146 0.4375904 0.2704630 -0.1062832 0.1308974 -0.0980450
  5715,5718d5174
  < $r2
  < rsq adjrsq
  < 0.7399050 0.6585154
  <
  5941,6044d5396
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  6070,6073d5421
  < $r2
  < rsq adjrsq
  < 0.7392067 0.6874622
  <
  6207,6210c5555,5558
  < a_0 a_1 a_2 b_1_1 b_1_2 b_2_2
  < 2.55974592 -0.46124454 0.24269292 0.21693421 -0.08039359 0.10695505
  < d_1_40s d_1_50s
  < 0.28499693 0.43077911
  ---
  > a_0 a_1 a_2 b_1_1 b_1_2 b_2_2 d_1_40s
  > 2.5597459 -0.4612445 0.2426929 0.2169342 -0.0803936 0.1069550 0.2849969
  > d_1_50s
  > 0.4307791
  6298,6401d5645
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  6404,6407c5648,5651
  < a_0 a_1 a_2 b_1_1 b_1_2 b_2_2
  < 2.55974592 -0.46124454 0.24269292 0.21693421 -0.08039359 0.10695505
  < d_1_40s d_1_50s
  < 0.28499693 0.43077911
  ---
  > a_0 a_1 a_2 b_1_1 b_1_2 b_2_2 d_1_40s
  > 2.5597459 -0.4612445 0.2426929 0.2169342 -0.0803936 0.1069550 0.2849969
  > d_1_50s
  > 0.4307791
  6429,6432d5672
  < $r2
  < rsq adjrsq
  < 0.7717963 0.6791808
  <
  6656,6759d5895
  < attr(,"index")
  < firm year
  < 1 General Motors 1935
  < 2 General Motors 1936
  < 3 General Motors 1937
  < 4 General Motors 1938
  < 5 General Motors 1939
  < 6 General Motors 1940
  < 7 General Motors 1941
  < 8 General Motors 1942
  < 9 General Motors 1943
  < 10 General Motors 1944
  < 11 General Motors 1945
  < 12 General Motors 1946
  < 13 General Motors 1947
  < 14 General Motors 1948
  < 15 General Motors 1949
  < 16 General Motors 1950
  < 17 General Motors 1951
  < 18 General Motors 1952
  < 19 General Motors 1953
  < 20 General Motors 1954
  < 21 Chrysler 1935
  < 22 Chrysler 1936
  < 23 Chrysler 1937
  < 24 Chrysler 1938
  < 25 Chrysler 1939
  < 26 Chrysler 1940
  < 27 Chrysler 1941
  < 28 Chrysler 1942
  < 29 Chrysler 1943
  < 30 Chrysler 1944
  < 31 Chrysler 1945
  < 32 Chrysler 1946
  < 33 Chrysler 1947
  < 34 Chrysler 1948
  < 35 Chrysler 1949
  < 36 Chrysler 1950
  < 37 Chrysler 1951
  < 38 Chrysler 1952
  < 39 Chrysler 1953
  < 40 Chrysler 1954
  < 41 General Electric 1935
  < 42 General Electric 1936
  < 43 General Electric 1937
  < 44 General Electric 1938
  < 45 General Electric 1939
  < 46 General Electric 1940
  < 47 General Electric 1941
  < 48 General Electric 1942
  < 49 General Electric 1943
  < 50 General Electric 1944
  < 51 General Electric 1945
  < 52 General Electric 1946
  < 53 General Electric 1947
  < 54 General Electric 1948
  < 55 General Electric 1949
  < 56 General Electric 1950
  < 57 General Electric 1951
  < 58 General Electric 1952
  < 59 General Electric 1953
  < 60 General Electric 1954
  < 61 Westinghouse 1935
  < 62 Westinghouse 1936
  < 63 Westinghouse 1937
  < 64 Westinghouse 1938
  < 65 Westinghouse 1939
  < 66 Westinghouse 1940
  < 67 Westinghouse 1941
  < 68 Westinghouse 1942
  < 69 Westinghouse 1943
  < 70 Westinghouse 1944
  < 71 Westinghouse 1945
  < 72 Westinghouse 1946
  < 73 Westinghouse 1947
  < 74 Westinghouse 1948
  < 75 Westinghouse 1949
  < 76 Westinghouse 1950
  < 77 Westinghouse 1951
  < 78 Westinghouse 1952
  < 79 Westinghouse 1953
  < 80 Westinghouse 1954
  < 81 US Steel 1935
  < 82 US Steel 1936
  < 83 US Steel 1937
  < 84 US Steel 1938
  < 85 US Steel 1939
  < 86 US Steel 1940
  < 87 US Steel 1941
  < 88 US Steel 1942
  < 89 US Steel 1943
  < 90 US Steel 1944
  < 91 US Steel 1945
  < 92 US Steel 1946
  < 93 US Steel 1947
  < 94 US Steel 1948
  < 95 US Steel 1949
  < 96 US Steel 1950
  < 97 US Steel 1951
  < 98 US Steel 1952
  < 99 US Steel 1953
  < 100 US Steel 1954
  < attr(,"class")
  < [1] "pseries"
  6787,6790d5922
  < $r2
  < rsq adjrsq
  < 0.7689977 0.7074779
  <
  7224,7243c6356,6375
  < 1 6.16136038 0.024232310 -3.233803e-03 0.0050086929 -2.508669e-03
  < 2 4.48254790 0.018513694 -8.031058e-04 0.0053286505 -2.626072e-03
  < 3 -0.30959902 0.101694521 7.786806e-04 -0.0030798468 -2.516048e-04
  < 4 -0.72362908 0.085318237 1.551768e-03 -0.0031423919 -1.518128e-04
  < 5 0.46410716 0.066858004 1.025289e-03 -0.0013589328 -7.001683e-04
  < 6 0.63073893 0.055203355 1.455081e-03 0.0002815927 -1.169292e-03
  < 7 1.31742733 0.027904879 2.113525e-03 0.0038554734 -2.124739e-03
  < 8 -0.19502726 0.072132078 8.583573e-04 -0.0020015668 -4.037314e-04
  < 9 0.98765707 0.059605800 5.876710e-04 -0.0006017117 -8.930297e-04
  < 10 -0.04591935 0.072743902 -2.557495e-05 -0.0037490207 9.477399e-05
  < 11 1.01539196 0.031526035 6.864701e-04 0.0001963922 -9.908354e-04
  < 12 -1.14035095 0.034432554 2.019729e-04 -0.0047395068 4.882390e-04
  < 13 -1.68502071 0.024221701 9.990870e-04 -0.0038470528 2.691945e-04
  < 14 -0.90669594 0.006109421 1.093565e-03 -0.0009978234 -4.763196e-04
  < 15 -0.15649755 0.017227174 -1.736369e-04 -0.0015322179 -3.496799e-04
  < 16 -0.83754094 0.030640389 1.753739e-04 -0.0014405397 -3.662608e-04
  < 17 -1.71247617 0.045722867 -4.442582e-04 -0.0028706369 1.295131e-04
  < 18 0.20174234 0.012000821 -1.077089e-03 0.0004740147 -8.815095e-04
  < 19 -1.72889163 0.022471603 1.052228e-04 -0.0001524695 -6.540333e-04
  < 20 -2.46384878 0.014617102 1.104604e-03 0.0007898713 -9.389297e-04
  ---
  > 1 6.16136038 0.024232310 -3.233803e-03 0.0050086929 -0.0025086688
  > 2 4.48254790 0.018513694 -8.031058e-04 0.0053286505 -0.0026260717
  > 3 -0.30959902 0.101694521 7.786806e-04 -0.0030798468 -0.0002516048
  > 4 -0.72362908 0.085318237 1.551768e-03 -0.0031423919 -0.0001518128
  > 5 0.46410716 0.066858004 1.025289e-03 -0.0013589328 -0.0007001683
  > 6 0.63073893 0.055203355 1.455081e-03 0.0002815927 -0.0011692916
  > 7 1.31742733 0.027904879 2.113525e-03 0.0038554734 -0.0021247395
  > 8 -0.19502726 0.072132078 8.583573e-04 -0.0020015668 -0.0004037314
  > 9 0.98765707 0.059605800 5.876710e-04 -0.0006017117 -0.0008930297
  > 10 -0.04591935 0.072743902 -2.557495e-05 -0.0037490207 0.0000947740
  > 11 1.01539196 0.031526035 6.864701e-04 0.0001963922 -0.0009908354
  > 12 -1.14035095 0.034432554 2.019729e-04 -0.0047395068 0.0004882390
  > 13 -1.68502071 0.024221701 9.990870e-04 -0.0038470528 0.0002691945
  > 14 -0.90669594 0.006109421 1.093565e-03 -0.0009978234 -0.0004763196
  > 15 -0.15649755 0.017227174 -1.736369e-04 -0.0015322179 -0.0003496799
  > 16 -0.83754094 0.030640389 1.753739e-04 -0.0014405397 -0.0003662608
  > 17 -1.71247617 0.045722867 -4.442582e-04 -0.0028706369 0.0001295131
  > 18 0.20174234 0.012000821 -1.077089e-03 0.0004740147 -0.0008815095
  > 19 -1.72889163 0.022471603 1.052228e-04 -0.0001524695 -0.0006540333
  > 20 -2.46384878 0.014617102 1.104604e-03 0.0007898713 -0.0009389297
  Running 'translogCost.R'
  Comparing 'translogCost.Rout' to 'translogCost.Rout.save' ...4c4
  < Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-13)
  ---
  > Nonparametric Kernel Methods for Mixed Datatypes (version 0.40-1)
  544c544
  < [1,] -94817.09
  ---
  > [1,] -94817.1
  691,706c691,706
  < a_0 88.41424209 108.2344057 -88.225788 -321.0205424 -626.264756
  < a_1 45.70224609 159.5944394 -37.518814 -310.0039432 -600.467846
  < a_2 -3.54025982 53.5523805 16.858344 -77.3008720 -172.553530
  < a_3 -76.93531118 -231.3317067 58.659297 504.1395781 875.656664
  < a_4 -33.79456385 -247.9219096 0.997877 390.8012209 972.425863
  < b_1_1 -20.05352566 -71.7705267 18.063482 177.6081742 357.857452
  < b_1_2 -14.57900581 -44.1521019 15.403373 77.3271600 127.331307
  < b_1_3 24.54429804 78.7675424 -27.056062 -172.8717014 -291.329537
  < b_1_4 38.77176264 129.2512514 -35.757902 -280.7757153 -568.245675
  < b_2_2 -2.59069115 -8.4459156 1.783753 19.6167022 38.222915
  < b_2_3 16.98894139 16.7721896 -23.813938 -47.5766936 -57.446936
  < b_2_4 16.77218957 80.8820328 -10.794929 -135.7260792 -256.201437
  < b_3_3 -23.81393766 -10.7949293 43.706391 51.2974256 37.993951
  < b_3_4 -47.57669362 -135.7260792 51.297426 292.9557053 484.904351
  < b_4_4 -57.44693625 -256.2014372 37.993951 484.9043505 1022.668978
  < d_1 0.05099656 -0.3001314 -0.170013 0.3875536 1.106144
  ---
  > a_0 88.41424209 108.2344057 -88.2257882 -321.0205424 -626.264756
  > a_1 45.70224609 159.5944394 -37.5188141 -310.0039432 -600.467846
  > a_2 -3.54025982 53.5523805 16.8583435 -77.3008720 -172.553530
  > a_3 -76.93531118 -231.3317067 58.6592974 504.1395781 875.656664
  > a_4 -33.79456385 -247.9219096 0.9978770 390.8012209 972.425863
  > b_1_1 -20.05352566 -71.7705267 18.0634823 177.6081742 357.857452
  > b_1_2 -14.57900581 -44.1521019 15.4033730 77.3271600 127.331307
  > b_1_3 24.54429804 78.7675424 -27.0560625 -172.8717014 -291.329537
  > b_1_4 38.77176264 129.2512514 -35.7579017 -280.7757153 -568.245675
  > b_2_2 -2.59069115 -8.4459156 1.7837533 19.6167022 38.222915
  > b_2_3 16.98894139 16.7721896 -23.8139377 -47.5766936 -57.446936
  > b_2_4 16.77218957 80.8820328 -10.7949293 -135.7260792 -256.201437
  > b_3_3 -23.81393766 -10.7949293 43.7063911 51.2974256 37.993951
  > b_3_4 -47.57669362 -135.7260792 51.2974256 292.9557053 484.904351
  > b_4_4 -57.44693625 -256.2014372 37.9939507 484.9043505 1022.668978
  > d_1 0.05099656 -0.3001314 -0.1700130 0.3875536 1.106144
• checking PDF version of manual ... OK