Free Statistics

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Author's title

Author*The author of this computation has been verified*
R Software Module--
Title produced by softwareRecursive Partitioning (Regression Trees)
Date of computationWed, 11 Dec 2013 15:48:22 -0500
Cite this page as followsStatistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?v=date/2013/Dec/11/t1386794933x7996y7olu1yfij.htm/, Retrieved Thu, 28 Mar 2024 19:53:05 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=232175, Retrieved Thu, 28 Mar 2024 19:53:05 +0000
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IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact55
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-     [Recursive Partitioning (Regression Trees)] [WS10 ] [2013-12-11 19:56:02] [bb1b6762b7e5624d262776d3f7139d34]
- RM      [Recursive Partitioning (Regression Trees)] [Workshop 10 ] [2013-12-11 20:48:22] [1cde2327ff3821ae0b83ebec6b0558f7] [Current]
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Dataseries X:
1 119.992 157.302 74.997 0.00784 0.00007 0.0037 0.00554 0.01109 0.04374 0.426 0.02182 0.0313 0.02971 0.06545 0.02211 21.033 0.414783 0.815285 -4.813031 0.266482 2.301442 0.284654
1 122.4 148.65 113.819 0.00968 0.00008 0.00465 0.00696 0.01394 0.06134 0.626 0.03134 0.04518 0.04368 0.09403 0.01929 19.085 0.458359 0.819521 -4.075192 0.33559 2.486855 0.368674
1 116.682 131.111 111.555 0.0105 0.00009 0.00544 0.00781 0.01633 0.05233 0.482 0.02757 0.03858 0.0359 0.0827 0.01309 20.651 0.429895 0.825288 -4.443179 0.311173 2.342259 0.332634
1 116.676 137.871 111.366 0.00997 0.00009 0.00502 0.00698 0.01505 0.05492 0.517 0.02924 0.04005 0.03772 0.08771 0.01353 20.644 0.434969 0.819235 -4.117501 0.334147 2.405554 0.368975
1 116.014 141.781 110.655 0.01284 0.00011 0.00655 0.00908 0.01966 0.06425 0.584 0.0349 0.04825 0.04465 0.1047 0.01767 19.649 0.417356 0.823484 -3.747787 0.234513 2.33218 0.410335
1 120.552 131.162 113.787 0.00968 0.00008 0.00463 0.0075 0.01388 0.04701 0.456 0.02328 0.03526 0.03243 0.06985 0.01222 21.378 0.415564 0.825069 -4.242867 0.299111 2.18756 0.357775
1 120.267 137.244 114.82 0.00333 0.00003 0.00155 0.00202 0.00466 0.01608 0.14 0.00779 0.00937 0.01351 0.02337 0.00607 24.886 0.59604 0.764112 -5.634322 0.257682 1.854785 0.211756
1 107.332 113.84 104.315 0.0029 0.00003 0.00144 0.00182 0.00431 0.01567 0.134 0.00829 0.00946 0.01256 0.02487 0.00344 26.892 0.63742 0.763262 -6.167603 0.183721 2.064693 0.163755
1 95.73 132.068 91.754 0.00551 0.00006 0.00293 0.00332 0.0088 0.02093 0.191 0.01073 0.01277 0.01717 0.03218 0.0107 21.812 0.615551 0.773587 -5.498678 0.327769 2.322511 0.231571
1 95.056 120.103 91.226 0.00532 0.00006 0.00268 0.00332 0.00803 0.02838 0.255 0.01441 0.01725 0.02444 0.04324 0.01022 21.862 0.547037 0.798463 -5.011879 0.325996 2.432792 0.271362
1 88.333 112.24 84.072 0.00505 0.00006 0.00254 0.0033 0.00763 0.02143 0.197 0.01079 0.01342 0.01892 0.03237 0.01166 21.118 0.611137 0.776156 -5.24977 0.391002 2.407313 0.24974
1 91.904 115.871 86.292 0.0054 0.00006 0.00281 0.00336 0.00844 0.02752 0.249 0.01424 0.01641 0.02214 0.04272 0.01141 21.414 0.58339 0.79252 -4.960234 0.363566 2.642476 0.275931
1 136.926 159.866 131.276 0.00293 0.00002 0.00118 0.00153 0.00355 0.01259 0.112 0.00656 0.00717 0.0114 0.01968 0.00581 25.703 0.4606 0.646846 -6.547148 0.152813 2.041277 0.138512
1 139.173 179.139 76.556 0.0039 0.00003 0.00165 0.00208 0.00496 0.01642 0.154 0.00728 0.00932 0.01797 0.02184 0.01041 24.889 0.430166 0.665833 -5.660217 0.254989 2.519422 0.199889
1 152.845 163.305 75.836 0.00294 0.00002 0.00121 0.00149 0.00364 0.01828 0.158 0.01064 0.00972 0.01246 0.03191 0.00609 24.922 0.474791 0.654027 -6.105098 0.203653 2.125618 0.1701
1 142.167 217.455 83.159 0.00369 0.00003 0.00157 0.00203 0.00471 0.01503 0.126 0.00772 0.00888 0.01359 0.02316 0.00839 25.175 0.565924 0.658245 -5.340115 0.210185 2.205546 0.234589
1 144.188 349.259 82.764 0.00544 0.00004 0.00211 0.00292 0.00632 0.02047 0.192 0.00969 0.012 0.02074 0.02908 0.01859 22.333 0.56738 0.644692 -5.44004 0.239764 2.264501 0.218164
1 168.778 232.181 75.603 0.00718 0.00004 0.00284 0.00387 0.00853 0.03327 0.348 0.01441 0.01893 0.0343 0.04322 0.02919 20.376 0.631099 0.605417 -2.93107 0.434326 3.007463 0.430788
1 153.046 175.829 68.623 0.00742 0.00005 0.00364 0.00432 0.01092 0.05517 0.542 0.02471 0.03572 0.05767 0.07413 0.0316 17.28 0.665318 0.719467 -3.949079 0.35787 3.10901 0.377429
1 156.405 189.398 142.822 0.00768 0.00005 0.00372 0.00399 0.01116 0.03995 0.348 0.01721 0.02374 0.0431 0.05164 0.03365 17.153 0.649554 0.68608 -4.554466 0.340176 2.856676 0.322111
1 153.848 165.738 65.782 0.0084 0.00005 0.00428 0.0045 0.01285 0.0381 0.328 0.01667 0.02383 0.04055 0.05 0.03871 17.536 0.660125 0.704087 -4.095442 0.262564 2.73971 0.365391
1 153.88 172.86 78.128 0.0048 0.00003 0.00232 0.00267 0.00696 0.04137 0.37 0.02021 0.02591 0.04525 0.06062 0.01849 19.493 0.629017 0.698951 -5.18696 0.237622 2.557536 0.259765
1 167.93 193.221 79.068 0.00442 0.00003 0.0022 0.00247 0.00661 0.04351 0.377 0.02228 0.0254 0.04246 0.06685 0.0128 22.468 0.61906 0.679834 -4.330956 0.262384 2.916777 0.285695
1 173.917 192.735 86.18 0.00476 0.00003 0.00221 0.00258 0.00663 0.04192 0.364 0.02187 0.0247 0.03772 0.06562 0.0184 20.422 0.537264 0.686894 -5.248776 0.210279 2.547508 0.253556
1 163.656 200.841 76.779 0.00742 0.00005 0.0038 0.0039 0.0114 0.01659 0.164 0.00738 0.00948 0.01497 0.02214 0.01778 23.831 0.397937 0.732479 -5.557447 0.22089 2.692176 0.215961
1 104.4 206.002 77.968 0.00633 0.00006 0.00316 0.00375 0.00948 0.03767 0.381 0.01732 0.02245 0.0378 0.05197 0.02887 22.066 0.522746 0.737948 -5.571843 0.236853 2.846369 0.219514
1 171.041 208.313 75.501 0.00455 0.00003 0.0025 0.00234 0.0075 0.01966 0.186 0.00889 0.01169 0.01872 0.02666 0.01095 25.908 0.418622 0.720916 -6.18359 0.226278 2.589702 0.147403
1 146.845 208.701 81.737 0.00496 0.00003 0.0025 0.00275 0.00749 0.01919 0.198 0.00883 0.01144 0.01826 0.0265 0.01328 25.119 0.358773 0.726652 -6.27169 0.196102 2.314209 0.162999
1 155.358 227.383 80.055 0.0031 0.00002 0.00159 0.00176 0.00476 0.01718 0.161 0.00769 0.01012 0.01661 0.02307 0.00677 25.97 0.470478 0.676258 -7.120925 0.279789 2.241742 0.108514
1 162.568 198.346 77.63 0.00502 0.00003 0.0028 0.00253 0.00841 0.01791 0.168 0.00793 0.01057 0.01799 0.0238 0.0117 25.678 0.427785 0.723797 -6.635729 0.209866 1.957961 0.135242
0 197.076 206.896 192.055 0.00289 0.00001 0.00166 0.00168 0.00498 0.01098 0.097 0.00563 0.0068 0.00802 0.01689 0.00339 26.775 0.422229 0.741367 -7.3483 0.177551 1.743867 0.085569
0 199.228 209.512 192.091 0.00241 0.00001 0.00134 0.00138 0.00402 0.01015 0.089 0.00504 0.00641 0.00762 0.01513 0.00167 30.94 0.432439 0.742055 -7.682587 0.173319 2.103106 0.068501
0 198.383 215.203 193.104 0.00212 0.00001 0.00113 0.00135 0.00339 0.01263 0.111 0.0064 0.00825 0.00951 0.01919 0.00119 30.775 0.465946 0.738703 -7.067931 0.175181 1.512275 0.09632
0 202.266 211.604 197.079 0.0018 0.000009 0.00093 0.00107 0.00278 0.00954 0.085 0.00469 0.00606 0.00719 0.01407 0.00072 32.684 0.368535 0.742133 -7.695734 0.17854 1.544609 0.056141
0 203.184 211.526 196.16 0.00178 0.000009 0.00094 0.00106 0.00283 0.00958 0.085 0.00468 0.0061 0.00726 0.01403 0.00065 33.047 0.340068 0.741899 -7.964984 0.163519 1.423287 0.044539
0 201.464 210.565 195.708 0.00198 0.00001 0.00105 0.00115 0.00314 0.01194 0.107 0.00586 0.0076 0.00957 0.01758 0.00135 31.732 0.344252 0.742737 -7.777685 0.170183 2.447064 0.05761
1 177.876 192.921 168.013 0.00411 0.00002 0.00233 0.00241 0.007 0.02126 0.189 0.01154 0.01347 0.01612 0.03463 0.00586 23.216 0.360148 0.778834 -6.149653 0.218037 2.477082 0.165827
1 176.17 185.604 163.564 0.00369 0.00002 0.00205 0.00218 0.00616 0.01851 0.168 0.00938 0.0116 0.01491 0.02814 0.0034 24.951 0.341435 0.783626 -6.006414 0.196371 2.536527 0.173218
1 180.198 201.249 175.456 0.00284 0.00002 0.00153 0.00166 0.00459 0.01444 0.131 0.00726 0.00885 0.0119 0.02177 0.00231 26.738 0.403884 0.766209 -6.452058 0.212294 2.269398 0.141929
1 187.733 202.324 173.015 0.00316 0.00002 0.00168 0.00182 0.00504 0.01663 0.151 0.00829 0.01003 0.01366 0.02488 0.00265 26.31 0.396793 0.758324 -6.006647 0.266892 2.382544 0.160691
1 186.163 197.724 177.584 0.00298 0.00002 0.00165 0.00175 0.00496 0.01495 0.135 0.00774 0.00941 0.01233 0.02321 0.00231 26.822 0.32648 0.765623 -6.647379 0.201095 2.374073 0.130554
1 184.055 196.537 166.977 0.00258 0.00001 0.00134 0.00147 0.00403 0.01463 0.132 0.00742 0.00901 0.01234 0.02226 0.00257 26.453 0.306443 0.759203 -7.044105 0.063412 2.361532 0.11573
0 237.226 247.326 225.227 0.00298 0.00001 0.00169 0.00182 0.00507 0.01752 0.164 0.01035 0.01024 0.01133 0.03104 0.0074 22.736 0.305062 0.654172 -7.31055 0.098648 2.416838 0.095032
0 241.404 248.834 232.483 0.00281 0.00001 0.00157 0.00173 0.0047 0.0176 0.154 0.01006 0.01038 0.01251 0.03017 0.00675 23.145 0.457702 0.634267 -6.793547 0.158266 2.256699 0.117399
0 243.439 250.912 232.435 0.0021 0.000009 0.00109 0.00137 0.00327 0.01419 0.126 0.00777 0.00898 0.01033 0.0233 0.00454 25.368 0.438296 0.635285 -7.057869 0.091608 2.330716 0.09147
0 242.852 255.034 227.911 0.00225 0.000009 0.00117 0.00139 0.0035 0.01494 0.134 0.00847 0.00879 0.01014 0.02542 0.00476 25.032 0.431285 0.638928 -6.99582 0.102083 2.3658 0.102706
0 245.51 262.09 231.848 0.00235 0.00001 0.00127 0.00148 0.0038 0.01608 0.141 0.00906 0.00977 0.01149 0.02719 0.00476 24.602 0.467489 0.631653 -7.156076 0.127642 2.392122 0.097336
0 252.455 261.487 182.786 0.00185 0.000007 0.00092 0.00113 0.00276 0.01152 0.103 0.00614 0.0073 0.0086 0.01841 0.00432 26.805 0.610367 0.635204 -7.31951 0.200873 2.028612 0.086398
0 122.188 128.611 115.765 0.00524 0.00004 0.00169 0.00203 0.00507 0.01613 0.143 0.00855 0.00776 0.01433 0.02566 0.00839 23.162 0.579597 0.733659 -6.439398 0.266392 2.079922 0.133867
0 122.964 130.049 114.676 0.00428 0.00003 0.00124 0.00155 0.00373 0.01681 0.154 0.0093 0.00802 0.014 0.02789 0.00462 24.971 0.538688 0.754073 -6.482096 0.264967 2.054419 0.128872
0 124.445 135.069 117.495 0.00431 0.00003 0.00141 0.00167 0.00422 0.02184 0.197 0.01241 0.01024 0.01685 0.03724 0.00479 25.135 0.553134 0.775933 -6.650471 0.254498 1.840198 0.103561
0 126.344 134.231 112.773 0.00448 0.00004 0.00131 0.00169 0.00393 0.02033 0.185 0.01143 0.00959 0.01614 0.03429 0.00474 25.03 0.507504 0.760361 -6.689151 0.291954 2.431854 0.105993
0 128.001 138.052 122.08 0.00436 0.00003 0.00137 0.00166 0.00411 0.02297 0.21 0.01323 0.01072 0.01677 0.03969 0.00481 24.692 0.459766 0.766204 -7.072419 0.220434 1.972297 0.119308
0 129.336 139.867 118.604 0.0049 0.00004 0.00165 0.00183 0.00495 0.02498 0.228 0.01396 0.01219 0.01947 0.04188 0.00484 25.429 0.420383 0.785714 -6.836811 0.269866 2.223719 0.147491
1 108.807 134.656 102.874 0.00761 0.00007 0.00349 0.00486 0.01046 0.02719 0.255 0.01483 0.01609 0.02067 0.0445 0.01036 21.028 0.536009 0.819032 -4.649573 0.205558 1.986899 0.3167
1 109.86 126.358 104.437 0.00874 0.00008 0.00398 0.00539 0.01193 0.03209 0.307 0.01789 0.01992 0.02454 0.05368 0.0118 20.767 0.558586 0.811843 -4.333543 0.221727 2.014606 0.344834
1 110.417 131.067 103.37 0.00784 0.00007 0.00352 0.00514 0.01056 0.03715 0.334 0.02032 0.02302 0.02802 0.06097 0.00969 21.422 0.541781 0.821364 -4.438453 0.238298 1.92294 0.335041
1 117.274 129.916 110.402 0.00752 0.00006 0.00299 0.00469 0.00898 0.02293 0.221 0.01189 0.01459 0.01948 0.03568 0.00681 22.817 0.530529 0.817756 -4.60826 0.290024 2.021591 0.314464
1 116.879 131.897 108.153 0.00788 0.00007 0.00334 0.00493 0.01003 0.02645 0.265 0.01394 0.01625 0.02137 0.04183 0.00786 22.603 0.540049 0.813432 -4.476755 0.262633 1.827012 0.326197
1 114.847 271.314 104.68 0.00867 0.00008 0.00373 0.0052 0.0112 0.03225 0.35 0.01805 0.01974 0.02519 0.05414 0.01143 21.66 0.547975 0.817396 -4.609161 0.221711 1.831691 0.316395
0 209.144 237.494 109.379 0.00282 0.00001 0.00147 0.00152 0.00442 0.01861 0.17 0.00975 0.01258 0.01382 0.02925 0.00871 25.554 0.341788 0.678874 -7.040508 0.066994 2.460791 0.101516
0 223.365 238.987 98.664 0.00264 0.00001 0.00154 0.00151 0.00461 0.01906 0.165 0.01013 0.01296 0.0134 0.03039 0.00301 26.138 0.447979 0.686264 -7.293801 0.086372 2.32156 0.098555
0 222.236 231.345 205.495 0.00266 0.00001 0.00152 0.00144 0.00457 0.01643 0.145 0.00867 0.01108 0.012 0.02602 0.0034 25.856 0.364867 0.694399 -6.966321 0.095882 2.278687 0.103224
0 228.832 234.619 223.634 0.00296 0.00001 0.00175 0.00155 0.00526 0.01644 0.145 0.00882 0.01075 0.01179 0.02647 0.00351 25.964 0.25657 0.683296 -7.24562 0.018689 2.498224 0.093534
0 229.401 252.221 221.156 0.00205 0.000009 0.00114 0.00113 0.00342 0.01457 0.129 0.00769 0.00957 0.01016 0.02308 0.003 26.415 0.27685 0.673636 -7.496264 0.056844 2.003032 0.073581
0 228.969 239.541 113.201 0.00238 0.00001 0.00136 0.0014 0.00408 0.01745 0.154 0.00942 0.0116 0.01234 0.02827 0.0042 24.547 0.305429 0.681811 -7.314237 0.006274 2.118596 0.091546
1 140.341 159.774 67.021 0.00817 0.00006 0.0043 0.0044 0.01289 0.03198 0.313 0.0183 0.0181 0.02428 0.0549 0.02183 19.56 0.460139 0.720908 -5.409423 0.22685 2.359973 0.226156
1 136.969 166.607 66.004 0.00923 0.00007 0.00507 0.00463 0.0152 0.03111 0.308 0.01638 0.01759 0.02603 0.04914 0.02659 19.979 0.498133 0.729067 -5.324574 0.20566 2.291558 0.226247
1 143.533 162.215 65.809 0.01101 0.00008 0.00647 0.00467 0.01941 0.05384 0.478 0.03152 0.02422 0.03392 0.09455 0.04882 20.338 0.513237 0.731444 -5.86975 0.151814 2.118496 0.18558
1 148.09 162.824 67.343 0.00762 0.00005 0.00467 0.00354 0.014 0.05428 0.497 0.03357 0.02494 0.03635 0.1007 0.02431 21.718 0.487407 0.727313 -6.261141 0.120956 2.137075 0.141958
1 142.729 162.408 65.476 0.00831 0.00006 0.00469 0.00419 0.01407 0.03485 0.365 0.01868 0.01906 0.02949 0.05605 0.02599 20.264 0.489345 0.730387 -5.720868 0.15883 2.277927 0.180828
1 136.358 176.595 65.75 0.00971 0.00007 0.00534 0.00478 0.01601 0.04978 0.483 0.02749 0.02466 0.03736 0.08247 0.03361 18.57 0.543299 0.733232 -5.207985 0.224852 2.642276 0.242981
1 120.08 139.71 111.208 0.00405 0.00003 0.0018 0.0022 0.0054 0.01706 0.152 0.00974 0.00925 0.01345 0.02921 0.00442 25.742 0.495954 0.762959 -5.79182 0.329066 2.205024 0.18818
1 112.014 588.518 107.024 0.00533 0.00005 0.00268 0.00329 0.00805 0.02448 0.226 0.01373 0.01375 0.01956 0.0412 0.00623 24.178 0.509127 0.789532 -5.389129 0.306636 1.928708 0.225461
1 110.793 128.101 107.316 0.00494 0.00004 0.0026 0.00283 0.0078 0.02442 0.216 0.01432 0.01325 0.01831 0.04295 0.00479 25.438 0.437031 0.815908 -5.31336 0.201861 2.225815 0.244512
1 110.707 122.611 105.007 0.00516 0.00005 0.00277 0.00289 0.00831 0.02215 0.206 0.01284 0.01219 0.01715 0.03851 0.00472 25.197 0.463514 0.807217 -5.477592 0.315074 1.862092 0.228624
1 112.876 148.826 106.981 0.005 0.00004 0.0027 0.00289 0.0081 0.03999 0.35 0.02413 0.02231 0.02704 0.07238 0.00905 23.37 0.489538 0.789977 -5.775966 0.341169 2.007923 0.193918
1 110.568 125.394 106.821 0.00462 0.00004 0.00226 0.0028 0.00677 0.02199 0.197 0.01284 0.01199 0.01636 0.03852 0.0042 25.82 0.429484 0.81634 -5.391029 0.250572 1.777901 0.232744
1 95.385 102.145 90.264 0.00608 0.00006 0.00331 0.00332 0.00994 0.03202 0.263 0.01803 0.01886 0.02455 0.05408 0.01062 21.875 0.644954 0.779612 -5.115212 0.249494 2.017753 0.260015
1 100.77 115.697 85.545 0.01038 0.0001 0.00622 0.00576 0.01865 0.03121 0.361 0.01773 0.01783 0.02139 0.0532 0.0222 19.2 0.594387 0.790117 -4.913885 0.265699 2.398422 0.277948
1 96.106 108.664 84.51 0.00694 0.00007 0.00389 0.00415 0.01168 0.04024 0.364 0.02266 0.02451 0.02876 0.06799 0.01823 19.055 0.544805 0.770466 -4.441519 0.155097 2.645959 0.327978
1 95.605 107.715 87.549 0.00702 0.00007 0.00428 0.00371 0.01283 0.03156 0.296 0.01792 0.01841 0.0219 0.05377 0.01825 19.659 0.576084 0.778747 -5.132032 0.210458 2.232576 0.260633
1 100.96 110.019 95.628 0.00606 0.00006 0.00351 0.00348 0.01053 0.02427 0.216 0.01371 0.01421 0.01751 0.04114 0.01237 20.536 0.55461 0.787896 -5.022288 0.146948 2.428306 0.264666
1 98.804 102.305 87.804 0.00432 0.00004 0.00247 0.00258 0.00742 0.02223 0.202 0.01277 0.01343 0.01552 0.03831 0.00882 22.244 0.576644 0.772416 -6.025367 0.078202 2.053601 0.177275
1 176.858 205.56 75.344 0.00747 0.00004 0.00418 0.0042 0.01254 0.04795 0.435 0.02679 0.03022 0.0351 0.08037 0.0547 13.893 0.556494 0.729586 -5.288912 0.343073 3.099301 0.242119
1 180.978 200.125 155.495 0.00406 0.00002 0.0022 0.00244 0.00659 0.03852 0.331 0.02107 0.02493 0.02877 0.06321 0.02782 16.176 0.583574 0.727747 -5.657899 0.315903 3.098256 0.200423
1 178.222 202.45 141.047 0.00321 0.00002 0.00163 0.00194 0.00488 0.03759 0.327 0.02073 0.02415 0.02784 0.06219 0.03151 15.924 0.598714 0.712199 -6.366916 0.335753 2.654271 0.144614
1 176.281 227.381 125.61 0.0052 0.00003 0.00287 0.00312 0.00862 0.06511 0.58 0.03671 0.04159 0.04683 0.11012 0.04824 13.922 0.602874 0.740837 -5.515071 0.299549 3.13655 0.220968
1 173.898 211.35 74.677 0.00448 0.00003 0.00237 0.00254 0.0071 0.06727 0.65 0.03788 0.04254 0.04802 0.11363 0.04214 14.739 0.599371 0.743937 -5.783272 0.299793 3.007096 0.194052
1 179.711 225.93 144.878 0.00709 0.00004 0.00391 0.00419 0.01172 0.04313 0.442 0.02297 0.02768 0.03455 0.06892 0.07223 11.866 0.590951 0.745526 -4.379411 0.375531 3.671155 0.332086
1 166.605 206.008 78.032 0.00742 0.00004 0.00387 0.00453 0.01161 0.0664 0.634 0.0365 0.04282 0.05114 0.10949 0.08725 11.744 0.65341 0.733165 -4.508984 0.389232 3.317586 0.301952
1 151.955 163.335 147.226 0.00419 0.00003 0.00224 0.00227 0.00672 0.07959 0.772 0.04421 0.04962 0.0569 0.13262 0.01658 19.664 0.501037 0.71436 -6.411497 0.207156 2.344876 0.13412
1 148.272 164.989 142.299 0.00459 0.00003 0.0025 0.00256 0.0075 0.0419 0.383 0.02383 0.02521 0.03051 0.0715 0.01914 18.78 0.454444 0.734504 -5.952058 0.08784 2.344336 0.186489
1 152.125 161.469 76.596 0.00382 0.00003 0.00191 0.00226 0.00574 0.05925 0.637 0.03341 0.03794 0.04398 0.10024 0.01211 20.969 0.447456 0.69779 -6.152551 0.17352 2.080121 0.160809
1 157.821 172.975 68.401 0.00358 0.00002 0.00196 0.00196 0.00587 0.03716 0.307 0.02062 0.02321 0.02764 0.06185 0.0085 22.219 0.50238 0.71217 -6.251425 0.188056 2.143851 0.160812
1 157.447 163.267 149.605 0.00369 0.00002 0.00201 0.00197 0.00602 0.03272 0.283 0.01813 0.01909 0.02571 0.05439 0.01018 21.693 0.447285 0.705658 -6.247076 0.180528 2.344348 0.164916
1 159.116 168.913 144.811 0.00342 0.00002 0.00178 0.00184 0.00535 0.03381 0.307 0.01806 0.02024 0.02809 0.05417 0.00852 22.663 0.366329 0.693429 -6.41744 0.194627 2.473239 0.151709
1 125.036 143.946 116.187 0.0128 0.0001 0.00743 0.00623 0.02228 0.03886 0.342 0.02135 0.02174 0.03088 0.06406 0.08151 15.338 0.629574 0.714485 -4.020042 0.265315 2.671825 0.340623
1 125.791 140.557 96.206 0.01378 0.00011 0.00826 0.00655 0.02478 0.04689 0.422 0.02542 0.0263 0.03908 0.07625 0.10323 15.433 0.57101 0.690892 -5.159169 0.202146 2.441612 0.260375
1 126.512 141.756 99.77 0.01936 0.00015 0.01159 0.0099 0.03476 0.06734 0.659 0.03611 0.03963 0.05783 0.10833 0.16744 12.435 0.638545 0.674953 -3.760348 0.242861 2.634633 0.378483
1 125.641 141.068 116.346 0.03316 0.00026 0.02144 0.01522 0.06433 0.09178 0.891 0.05358 0.04791 0.06196 0.16074 0.31482 8.867 0.671299 0.656846 -3.700544 0.260481 2.991063 0.370961
1 128.451 150.449 75.632 0.01551 0.00012 0.00905 0.00909 0.02716 0.0617 0.584 0.03223 0.03672 0.05174 0.09669 0.11843 15.06 0.639808 0.643327 -4.20273 0.310163 2.638279 0.356881
1 139.224 586.567 66.157 0.03011 0.00022 0.01854 0.01628 0.05563 0.09419 0.93 0.05551 0.05005 0.06023 0.16654 0.2593 10.489 0.596362 0.641418 -3.269487 0.270641 2.690917 0.444774
1 150.258 154.609 75.349 0.00248 0.00002 0.00105 0.00136 0.00315 0.01131 0.107 0.00522 0.00659 0.01009 0.01567 0.00495 26.759 0.296888 0.722356 -6.878393 0.089267 2.004055 0.113942
1 154.003 160.267 128.621 0.00183 0.00001 0.00076 0.001 0.00229 0.0103 0.094 0.00469 0.00582 0.00871 0.01406 0.00243 28.409 0.263654 0.691483 -7.111576 0.14478 2.065477 0.093193
1 149.689 160.368 133.608 0.00257 0.00002 0.00116 0.00134 0.00349 0.01346 0.126 0.0066 0.00818 0.01059 0.01979 0.00578 27.421 0.365488 0.719974 -6.997403 0.210279 1.994387 0.112878
1 155.078 163.736 144.148 0.00168 0.00001 0.00068 0.00092 0.00204 0.01064 0.097 0.00522 0.00632 0.00928 0.01567 0.00233 29.746 0.334171 0.67793 -6.981201 0.18455 2.129924 0.106802
1 151.884 157.765 133.751 0.00258 0.00002 0.00115 0.00122 0.00346 0.0145 0.137 0.00633 0.00788 0.01267 0.01898 0.00659 26.833 0.393563 0.700246 -6.600023 0.249172 2.499148 0.105306
1 151.989 157.339 132.857 0.00174 0.00001 0.00075 0.00096 0.00225 0.01024 0.093 0.00455 0.00576 0.00993 0.01364 0.00238 29.928 0.311369 0.676066 -6.739151 0.160686 2.296873 0.11513
1 193.03 208.9 80.297 0.00766 0.00004 0.0045 0.00389 0.01351 0.03044 0.275 0.01771 0.01815 0.02084 0.05312 0.00947 21.934 0.497554 0.740539 -5.845099 0.278679 2.608749 0.185668
1 200.714 223.982 89.686 0.00621 0.00003 0.00371 0.00337 0.01112 0.02286 0.207 0.01192 0.01439 0.01852 0.03576 0.00704 23.239 0.436084 0.727863 -5.25832 0.256454 2.550961 0.23252
1 208.519 220.315 199.02 0.00609 0.00003 0.00368 0.00339 0.01105 0.01761 0.155 0.00952 0.01058 0.01307 0.02855 0.0083 22.407 0.338097 0.712466 -6.471427 0.184378 2.502336 0.13639
1 204.664 221.3 189.621 0.00841 0.00004 0.00502 0.00485 0.01506 0.02378 0.21 0.01277 0.01483 0.01767 0.03831 0.01316 21.305 0.498877 0.722085 -4.876336 0.212054 2.376749 0.268144
1 210.141 232.706 185.258 0.00534 0.00003 0.00321 0.0028 0.00964 0.0168 0.149 0.00861 0.01017 0.01301 0.02583 0.0062 23.671 0.441097 0.722254 -5.96304 0.250283 2.489191 0.177807
1 206.327 226.355 92.02 0.00495 0.00002 0.00302 0.00246 0.00905 0.02105 0.209 0.01107 0.01284 0.01604 0.0332 0.01048 21.864 0.331508 0.715121 -6.729713 0.181701 2.938114 0.115515
1 151.872 492.892 69.085 0.00856 0.00006 0.00404 0.00385 0.01211 0.01843 0.235 0.00796 0.00832 0.01271 0.02389 0.06051 23.693 0.407701 0.662668 -4.673241 0.261549 2.702355 0.274407
1 158.219 442.557 71.948 0.00476 0.00003 0.00214 0.00207 0.00642 0.01458 0.148 0.00606 0.00747 0.01312 0.01818 0.01554 26.356 0.450798 0.653823 -6.051233 0.27328 2.640798 0.170106
1 170.756 450.247 79.032 0.00555 0.00003 0.00244 0.00261 0.00731 0.01725 0.175 0.00757 0.00971 0.01652 0.0227 0.01802 25.69 0.486738 0.676023 -4.597834 0.372114 2.975889 0.28278
1 178.285 442.824 82.063 0.00462 0.00003 0.00157 0.00194 0.00472 0.01279 0.129 0.00617 0.00744 0.01151 0.01851 0.00856 25.02 0.470422 0.655239 -4.913137 0.393056 2.816781 0.251972
1 217.116 233.481 93.978 0.00404 0.00002 0.00127 0.00128 0.00381 0.01299 0.124 0.00679 0.00631 0.01075 0.02038 0.00681 24.581 0.462516 0.58271 -5.517173 0.389295 2.925862 0.220657
1 128.94 479.697 88.251 0.00581 0.00005 0.00241 0.00314 0.00723 0.02008 0.221 0.00849 0.01117 0.01734 0.02548 0.0235 24.743 0.487756 0.68413 -6.186128 0.279933 2.68624 0.152428
1 176.824 215.293 83.961 0.0046 0.00003 0.00209 0.00221 0.00628 0.01169 0.117 0.00534 0.0063 0.01104 0.01603 0.01161 27.166 0.400088 0.656182 -4.711007 0.281618 2.655744 0.234809
1 138.19 203.522 83.34 0.00704 0.00005 0.00406 0.00398 0.01218 0.04479 0.441 0.02587 0.02567 0.0322 0.07761 0.01968 18.305 0.538016 0.74148 -5.418787 0.160267 2.090438 0.229892
1 182.018 197.173 79.187 0.00842 0.00005 0.00506 0.00449 0.01517 0.02503 0.231 0.01372 0.0158 0.01931 0.04115 0.01813 18.784 0.589956 0.732903 -5.44514 0.142466 2.174306 0.215558
1 156.239 195.107 79.82 0.00694 0.00004 0.00403 0.00395 0.01209 0.02343 0.224 0.01289 0.0142 0.0172 0.03867 0.0202 19.196 0.618663 0.728421 -5.944191 0.143359 1.929715 0.181988
1 145.174 198.109 80.637 0.00733 0.00005 0.00414 0.00422 0.01242 0.02362 0.233 0.01235 0.01495 0.01944 0.03706 0.01874 18.857 0.637518 0.735546 -5.594275 0.12795 1.765957 0.222716
1 138.145 197.238 81.114 0.00544 0.00004 0.00294 0.00327 0.00883 0.02791 0.246 0.01484 0.01805 0.02259 0.04451 0.01794 18.178 0.623209 0.738245 -5.540351 0.087165 1.821297 0.214075
1 166.888 198.966 79.512 0.00638 0.00004 0.00368 0.00351 0.01104 0.02857 0.257 0.01547 0.01859 0.02301 0.04641 0.01796 18.33 0.585169 0.736964 -5.825257 0.115697 1.996146 0.196535
1 119.031 127.533 109.216 0.0044 0.00004 0.00214 0.00192 0.00641 0.01033 0.098 0.00538 0.0057 0.00811 0.01614 0.01724 26.842 0.457541 0.699787 -6.890021 0.152941 2.328513 0.112856
1 120.078 126.632 105.667 0.0027 0.00002 0.00116 0.00135 0.00349 0.01022 0.09 0.00476 0.00588 0.00903 0.01428 0.00487 26.369 0.491345 0.718839 -5.892061 0.195976 2.108873 0.183572
1 120.289 128.143 100.209 0.00492 0.00004 0.00269 0.00238 0.00808 0.01412 0.125 0.00703 0.0082 0.01194 0.0211 0.0161 23.949 0.46716 0.724045 -6.135296 0.20363 2.539724 0.169923
1 120.256 125.306 104.773 0.00407 0.00003 0.00224 0.00205 0.00671 0.01516 0.138 0.00721 0.00815 0.0131 0.02164 0.01015 26.017 0.468621 0.735136 -6.112667 0.217013 2.527742 0.170633
1 119.056 125.213 86.795 0.00346 0.00003 0.00169 0.0017 0.00508 0.01201 0.106 0.00633 0.00701 0.00915 0.01898 0.00903 23.389 0.470972 0.721308 -5.436135 0.254909 2.51632 0.232209
1 118.747 123.723 109.836 0.00331 0.00003 0.00168 0.00171 0.00504 0.01043 0.099 0.0049 0.00621 0.00903 0.01471 0.00504 25.619 0.482296 0.723096 -6.448134 0.178713 2.034827 0.141422
1 106.516 112.777 93.105 0.00589 0.00006 0.00291 0.00319 0.00873 0.04932 0.441 0.02683 0.03112 0.03651 0.0805 0.03031 17.06 0.637814 0.744064 -5.301321 0.320385 2.375138 0.24308
1 110.453 127.611 105.554 0.00494 0.00004 0.00244 0.00315 0.00731 0.04128 0.379 0.02229 0.02592 0.03316 0.06688 0.02529 17.707 0.653427 0.706687 -5.333619 0.322044 2.631793 0.228319
1 113.4 133.344 107.816 0.00451 0.00004 0.00219 0.00283 0.00658 0.04879 0.431 0.02385 0.02973 0.0437 0.07154 0.02278 19.013 0.6479 0.708144 -4.378916 0.300067 2.445502 0.259451
1 113.166 130.27 100.673 0.00502 0.00004 0.00257 0.00312 0.00772 0.05279 0.476 0.02896 0.03347 0.04134 0.08689 0.0369 16.747 0.625362 0.708617 -4.654894 0.304107 2.672362 0.274387
1 112.239 126.609 104.095 0.00472 0.00004 0.00238 0.0029 0.00715 0.05643 0.517 0.0307 0.0353 0.04451 0.09211 0.02629 17.366 0.640945 0.701404 -5.634576 0.306014 2.419253 0.209191
1 116.15 131.731 109.815 0.00381 0.00003 0.00181 0.00232 0.00542 0.03026 0.267 0.01514 0.01812 0.0277 0.04543 0.01827 18.801 0.624811 0.696049 -5.866357 0.23307 2.445646 0.184985
1 170.368 268.796 79.543 0.00571 0.00003 0.00232 0.00269 0.00696 0.03273 0.281 0.01713 0.01964 0.02824 0.05139 0.02485 18.54 0.677131 0.685057 -4.796845 0.397749 2.963799 0.277227
1 208.083 253.792 91.802 0.00757 0.00004 0.00428 0.00428 0.01285 0.06725 0.571 0.04016 0.04003 0.04464 0.12047 0.04238 15.648 0.606344 0.665945 -5.410336 0.288917 2.665133 0.231723
1 198.458 219.29 148.691 0.00376 0.00002 0.00182 0.00215 0.00546 0.03527 0.297 0.02055 0.02076 0.0253 0.06165 0.01728 18.702 0.606273 0.661735 -5.585259 0.310746 2.465528 0.209863
1 202.805 231.508 86.232 0.0037 0.00002 0.00189 0.00211 0.00568 0.01997 0.18 0.01117 0.01177 0.01506 0.0335 0.0201 18.687 0.536102 0.632631 -5.898673 0.213353 2.470746 0.189032
1 202.544 241.35 164.168 0.00254 0.00001 0.001 0.00133 0.00301 0.02662 0.228 0.01475 0.01558 0.02006 0.04426 0.01049 20.68 0.49748 0.630409 -6.132663 0.220617 2.576563 0.159777
1 223.361 263.872 87.638 0.00352 0.00002 0.00169 0.00188 0.00506 0.02536 0.225 0.01379 0.01478 0.01909 0.04137 0.01493 20.366 0.566849 0.574282 -5.456811 0.345238 2.840556 0.232861
1 169.774 191.759 151.451 0.01568 0.00009 0.00863 0.00946 0.02589 0.08143 0.821 0.03804 0.05426 0.08808 0.11411 0.0753 12.359 0.56161 0.793509 -3.297668 0.414758 3.413649 0.457533
1 183.52 216.814 161.34 0.01466 0.00008 0.00849 0.00819 0.02546 0.0605 0.618 0.02865 0.04101 0.06359 0.08595 0.06057 14.367 0.478024 0.768974 -4.276605 0.355736 3.142364 0.336085
1 188.62 216.302 165.982 0.01719 0.00009 0.00996 0.01027 0.02987 0.07118 0.722 0.03474 0.0458 0.06824 0.10422 0.08069 12.298 0.55287 0.764036 -3.377325 0.335357 3.274865 0.418646
1 202.632 565.74 177.258 0.01627 0.00008 0.00919 0.00963 0.02756 0.0717 0.833 0.03515 0.04265 0.0646 0.10546 0.07889 14.989 0.427627 0.775708 -4.892495 0.262281 2.910213 0.270173
1 186.695 211.961 149.442 0.01872 0.0001 0.01075 0.01154 0.03225 0.0583 0.784 0.02699 0.03714 0.06259 0.08096 0.10952 12.529 0.507826 0.762726 -4.484303 0.340256 2.958815 0.301487
1 192.818 224.429 168.793 0.03107 0.00016 0.018 0.01958 0.05401 0.11908 1.302 0.05647 0.0794 0.13778 0.16942 0.21713 8.441 0.625866 0.76832 -2.434031 0.450493 3.079221 0.527367
1 198.116 233.099 174.478 0.02714 0.00014 0.01568 0.01699 0.04705 0.08684 1.018 0.04284 0.05556 0.08318 0.12851 0.16265 9.449 0.584164 0.754449 -2.839756 0.356224 3.184027 0.454721
1 121.345 139.644 98.25 0.00684 0.00006 0.00388 0.00332 0.01164 0.02534 0.241 0.0134 0.01399 0.02056 0.04019 0.04179 21.52 0.566867 0.670475 -4.865194 0.246404 2.01353 0.168581
1 119.1 128.442 88.833 0.00692 0.00006 0.00393 0.003 0.01179 0.02682 0.236 0.01484 0.01405 0.02018 0.04451 0.04611 21.824 0.65168 0.659333 -4.239028 0.175691 2.45113 0.247455
1 117.87 127.349 95.654 0.00647 0.00005 0.00356 0.003 0.01067 0.03087 0.276 0.01659 0.01804 0.02402 0.04977 0.02631 22.431 0.6283 0.652025 -3.583722 0.207914 2.439597 0.206256
1 122.336 142.369 94.794 0.00727 0.00006 0.00415 0.00339 0.01246 0.02293 0.223 0.01205 0.01289 0.01771 0.03615 0.03191 22.953 0.611679 0.623731 -5.4351 0.230532 2.699645 0.220546
1 117.963 134.209 100.757 0.01813 0.00015 0.01117 0.00718 0.03351 0.04912 0.438 0.0261 0.02161 0.02916 0.0783 0.10748 19.075 0.630547 0.646786 -3.444478 0.303214 2.964568 0.261305
1 126.144 154.284 97.543 0.00975 0.00008 0.00593 0.00454 0.01778 0.02852 0.266 0.015 0.01581 0.02157 0.04499 0.03828 21.534 0.635015 0.627337 -5.070096 0.280091 2.8923 0.249703
1 127.93 138.752 112.173 0.00605 0.00005 0.00321 0.00318 0.00962 0.03235 0.339 0.0136 0.0165 0.03105 0.04079 0.02663 19.651 0.654945 0.675865 -5.498456 0.234196 2.103014 0.216638
1 114.238 124.393 77.022 0.00581 0.00005 0.00299 0.00316 0.00896 0.04009 0.406 0.01579 0.01994 0.04114 0.04736 0.02073 20.437 0.653139 0.694571 -5.185987 0.259229 2.151121 0.244948
1 115.322 135.738 107.802 0.00619 0.00005 0.00352 0.00329 0.01057 0.03273 0.325 0.01644 0.01722 0.02931 0.04933 0.0281 19.388 0.577802 0.684373 -5.283009 0.226528 2.442906 0.238281
1 114.554 126.778 91.121 0.00651 0.00006 0.00366 0.0034 0.01097 0.03658 0.369 0.01864 0.0194 0.03091 0.05592 0.02707 18.954 0.685151 0.719576 -5.529833 0.24275 2.408689 0.22052
1 112.15 131.669 97.527 0.00519 0.00005 0.00291 0.00284 0.00873 0.01756 0.155 0.00967 0.01033 0.01363 0.02902 0.01435 21.219 0.557045 0.673086 -5.617124 0.184896 1.871871 0.212386
1 102.273 142.83 85.902 0.00907 0.00009 0.00493 0.00461 0.0148 0.02814 0.272 0.01579 0.01553 0.02073 0.04736 0.03882 18.447 0.671378 0.674562 -2.929379 0.396746 2.560422 0.367233
0 236.2 244.663 102.137 0.00277 0.00001 0.00154 0.00153 0.00462 0.02448 0.217 0.0141 0.01426 0.01621 0.04231 0.0062 24.078 0.469928 0.628232 -6.816086 0.17227 2.235197 0.119652
0 237.323 243.709 229.256 0.00303 0.00001 0.00173 0.00159 0.00519 0.01242 0.116 0.00696 0.00747 0.00882 0.02089 0.00533 24.679 0.384868 0.62671 -7.018057 0.176316 1.852402 0.091604
0 260.105 264.919 237.303 0.00339 0.00001 0.00205 0.00186 0.00616 0.0203 0.197 0.01186 0.0123 0.01367 0.03557 0.0091 21.083 0.440988 0.628058 -7.517934 0.160414 1.881767 0.075587
0 197.569 217.627 90.794 0.00803 0.00004 0.0049 0.00448 0.0147 0.02177 0.189 0.01279 0.01272 0.01439 0.03836 0.01337 19.269 0.372222 0.725216 -5.736781 0.164529 2.88245 0.202879
0 240.301 245.135 219.783 0.00517 0.00002 0.00316 0.00283 0.00949 0.02018 0.212 0.01176 0.01191 0.01344 0.03529 0.00965 21.02 0.371837 0.646167 -7.169701 0.073298 2.266432 0.100881
0 244.99 272.21 239.17 0.00451 0.00002 0.00279 0.00237 0.00837 0.01897 0.181 0.01084 0.01121 0.01255 0.03253 0.01049 21.528 0.522812 0.646818 -7.3045 0.171088 2.095237 0.09622
0 112.547 133.374 105.715 0.00355 0.00003 0.00166 0.0019 0.00499 0.01358 0.129 0.00664 0.00786 0.0114 0.01992 0.00435 26.436 0.413295 0.7567 -6.323531 0.218885 2.193412 0.160376
0 110.739 113.597 100.139 0.00356 0.00003 0.0017 0.002 0.0051 0.01484 0.133 0.00754 0.0095 0.01285 0.02261 0.0043 26.55 0.36909 0.776158 -6.085567 0.192375 1.889002 0.174152
0 113.715 116.443 96.913 0.00349 0.00003 0.00171 0.00203 0.00514 0.01472 0.133 0.00748 0.00905 0.01148 0.02245 0.00478 26.547 0.380253 0.7667 -5.943501 0.19215 1.852542 0.179677
0 117.004 144.466 99.923 0.00353 0.00003 0.00176 0.00218 0.00528 0.01657 0.145 0.00881 0.01062 0.01318 0.02643 0.0059 25.445 0.387482 0.756482 -6.012559 0.229298 1.872946 0.163118
0 115.38 123.109 108.634 0.00332 0.00003 0.0016 0.00199 0.0048 0.01503 0.137 0.00812 0.00933 0.01133 0.02436 0.00401 26.005 0.405991 0.761255 -5.966779 0.197938 1.974857 0.184067
0 116.388 129.038 108.97 0.00346 0.00003 0.00169 0.00213 0.00507 0.01725 0.155 0.00874 0.01021 0.01331 0.02623 0.00415 26.143 0.361232 0.763242 -6.016891 0.109256 2.004719 0.174429
1 151.737 190.204 129.859 0.00314 0.00002 0.00135 0.00162 0.00406 0.01469 0.132 0.00728 0.00886 0.0123 0.02184 0.0057 24.151 0.39661 0.745957 -6.486822 0.197919 2.449763 0.132703
1 148.79 158.359 138.99 0.00309 0.00002 0.00152 0.00186 0.00456 0.01574 0.142 0.00839 0.00956 0.01309 0.02518 0.00488 24.412 0.402591 0.762508 -6.311987 0.182459 2.251553 0.160306
1 148.143 155.982 135.041 0.00392 0.00003 0.00204 0.00231 0.00612 0.0145 0.131 0.00725 0.00876 0.01263 0.02175 0.0054 23.683 0.398499 0.778349 -5.711205 0.240875 2.845109 0.19273
1 150.44 163.441 144.736 0.00396 0.00003 0.00206 0.00233 0.00619 0.02551 0.237 0.01321 0.01574 0.02148 0.03964 0.00611 23.133 0.352396 0.75932 -6.261446 0.183218 2.264226 0.144105
1 148.462 161.078 141.998 0.00397 0.00003 0.00202 0.00235 0.00605 0.01831 0.163 0.0095 0.01103 0.01559 0.02849 0.00639 22.866 0.408598 0.768845 -5.704053 0.216204 2.679185 0.19771
1 149.818 163.417 144.786 0.00336 0.00002 0.00174 0.00198 0.00521 0.02145 0.198 0.01155 0.01341 0.01666 0.03464 0.00595 23.008 0.329577 0.75718 -6.27717 0.109397 2.209021 0.156368
0 117.226 123.925 106.656 0.00417 0.00004 0.00186 0.0027 0.00558 0.01909 0.171 0.00864 0.01223 0.01949 0.02592 0.00955 23.079 0.603515 0.669565 -5.61907 0.191576 2.027228 0.215724
0 116.848 217.552 99.503 0.00531 0.00005 0.0026 0.00346 0.0078 0.01795 0.163 0.0081 0.01144 0.01756 0.02429 0.01179 22.085 0.663842 0.656516 -5.198864 0.206768 2.120412 0.252404
0 116.286 177.291 96.983 0.00314 0.00003 0.00134 0.00192 0.00403 0.01564 0.136 0.00667 0.0099 0.01691 0.02001 0.00737 24.199 0.598515 0.654331 -5.592584 0.133917 2.058658 0.214346
0 116.556 592.03 86.228 0.00496 0.00004 0.00254 0.00263 0.00762 0.0166 0.154 0.0082 0.00972 0.01491 0.0246 0.01397 23.958 0.566424 0.667654 -6.431119 0.15331 2.161936 0.120605
0 116.342 581.289 94.246 0.00267 0.00002 0.00115 0.00148 0.00345 0.013 0.117 0.00631 0.00789 0.01144 0.01892 0.0068 25.023 0.528485 0.663884 -6.359018 0.116636 2.152083 0.138868
0 114.563 119.167 86.647 0.00327 0.00003 0.00146 0.00184 0.00439 0.01185 0.106 0.00557 0.00721 0.01095 0.01672 0.00703 24.775 0.555303 0.659132 -6.710219 0.149694 1.91399 0.121777
0 201.774 262.707 78.228 0.00694 0.00003 0.00412 0.00396 0.01235 0.02574 0.255 0.01454 0.01582 0.01758 0.04363 0.04441 19.368 0.508479 0.683761 -6.934474 0.15989 2.316346 0.112838
0 174.188 230.978 94.261 0.00459 0.00003 0.00263 0.00259 0.0079 0.04087 0.405 0.02336 0.02498 0.02745 0.07008 0.02764 19.517 0.448439 0.657899 -6.538586 0.121952 2.657476 0.13305
0 209.516 253.017 89.488 0.00564 0.00003 0.00331 0.00292 0.00994 0.02751 0.263 0.01604 0.01657 0.01879 0.04812 0.0181 19.147 0.431674 0.683244 -6.195325 0.129303 2.784312 0.168895
0 174.688 240.005 74.287 0.0136 0.00008 0.00624 0.00564 0.01873 0.02308 0.256 0.01268 0.01365 0.01667 0.03804 0.10715 17.883 0.407567 0.655683 -6.787197 0.158453 2.679772 0.131728
0 198.764 396.961 74.904 0.0074 0.00004 0.0037 0.0039 0.01109 0.02296 0.241 0.01265 0.01321 0.01588 0.03794 0.07223 19.02 0.451221 0.643956 -6.744577 0.207454 2.138608 0.123306
0 214.289 260.277 77.973 0.00567 0.00003 0.00295 0.00317 0.00885 0.01884 0.19 0.01026 0.01161 0.01373 0.03078 0.04398 21.209 0.462803 0.664357 -5.724056 0.190667 2.555477 0.148569




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time26 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net

\begin{tabular}{lllllllll}
\hline
Summary of computational transaction \tabularnewline
Raw Input & view raw input (R code)  \tabularnewline
Raw Output & view raw output of R engine  \tabularnewline
Computing time & 26 seconds \tabularnewline
R Server & 'Herman Ole Andreas Wold' @ wold.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232175&T=0

[TABLE]
[ROW][C]Summary of computational transaction[/C][/ROW]
[ROW][C]Raw Input[/C][C]view raw input (R code) [/C][/ROW]
[ROW][C]Raw Output[/C][C]view raw output of R engine [/C][/ROW]
[ROW][C]Computing time[/C][C]26 seconds[/C][/ROW]
[ROW][C]R Server[/C][C]'Herman Ole Andreas Wold' @ wold.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232175&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232175&T=0

As an alternative you can also use a QR Code:  

The GUIDs for individual cells are displayed in the table below:

Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time26 seconds
R Server'Herman Ole Andreas Wold' @ wold.wessa.net







Goodness of Fit
Correlation0.6856
R-squared0.4701
RMSE0.3136

\begin{tabular}{lllllllll}
\hline
Goodness of Fit \tabularnewline
Correlation & 0.6856 \tabularnewline
R-squared & 0.4701 \tabularnewline
RMSE & 0.3136 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232175&T=1

[TABLE]
[ROW][C]Goodness of Fit[/C][/ROW]
[ROW][C]Correlation[/C][C]0.6856[/C][/ROW]
[ROW][C]R-squared[/C][C]0.4701[/C][/ROW]
[ROW][C]RMSE[/C][C]0.3136[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232175&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232175&T=1

As an alternative you can also use a QR Code:  

The GUIDs for individual cells are displayed in the table below:

Goodness of Fit
Correlation0.6856
R-squared0.4701
RMSE0.3136







Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
1110
2110
3110
4110
5110
610.760.24
710.760.24
810.6944444444444440.305555555555556
9110
10110
11110
12110
1310.6944444444444440.305555555555556
14110
1510.760.24
16110
17110
18110
19110
20110
21110
22110
23110
24110
25110
26110
27110
28110
2910.2250.775
3010.760.24
3100.225-0.225
3200.225-0.225
3300.225-0.225
3400.225-0.225
3500.225-0.225
3600.225-0.225
37110
38110
39110
40110
41110
4210.2250.775
4300.225-0.225
4400.225-0.225
4500.225-0.225
4600.225-0.225
4700.225-0.225
4800.225-0.225
4900.76-0.76
5000.76-0.76
5100.225-0.225
5200.225-0.225
5300.225-0.225
5400.225-0.225
5510.760.24
5610.760.24
5710.760.24
5810.760.24
5910.760.24
6010.760.24
6100.225-0.225
6200.225-0.225
6300.225-0.225
6400.225-0.225
6500.225-0.225
6600.225-0.225
67110
68110
6910.6944444444444440.305555555555556
7010.6944444444444440.305555555555556
7110.6944444444444440.305555555555556
72110
73110
7410.760.24
75110
7610.760.24
7710.760.24
7810.760.24
7910.760.24
80110
8110.6944444444444440.305555555555556
82110
8310.6944444444444440.305555555555556
8410.6944444444444440.305555555555556
85110
86110
87110
88110
89110
90110
91110
92110
9310.6944444444444440.305555555555556
9410.6944444444444440.305555555555556
9510.6944444444444440.305555555555556
9610.6944444444444440.305555555555556
97110
98110
99110
100110
101110
102110
103110
10410.2250.775
10510.2250.775
10610.2250.775
10710.2250.775
108110
10910.2250.775
110110
111110
11210.6944444444444440.305555555555556
113110
114110
11510.2250.775
116110
117110
118110
119110
120110
121110
122110
12310.6944444444444440.305555555555556
12410.6944444444444440.305555555555556
12510.6944444444444440.305555555555556
12610.6944444444444440.305555555555556
12710.6944444444444440.305555555555556
12810.6944444444444440.305555555555556
12910.2250.775
13010.760.24
131110
132110
133110
13410.6944444444444440.305555555555556
135110
136110
137110
138110
139110
140110
141110
142110
143110
144110
145110
146110
147110
148110
149110
150110
151110
152110
153110
15410.760.24
15510.6944444444444440.305555555555556
156110
157110
158110
159110
16010.760.24
16110.760.24
162110
163110
16410.6944444444444440.305555555555556
165110
16600.225-0.225
16700.225-0.225
16800.225-0.225
16900.694444444444444-0.694444444444444
17000.225-0.225
17100.225-0.225
17200.76-0.76
17300.694444444444444-0.694444444444444
17400.694444444444444-0.694444444444444
17500.76-0.76
17600.76-0.76
17700.694444444444444-0.694444444444444
178110
17910.6944444444444440.305555555555556
180110
18110.6944444444444440.305555555555556
182110
18310.6944444444444440.305555555555556
18400.694444444444444-0.694444444444444
18500.76-0.76
18600.694444444444444-0.694444444444444
18700.694444444444444-0.694444444444444
18800.694444444444444-0.694444444444444
18900.225-0.225
19000.225-0.225
19100.694444444444444-0.694444444444444
19200.694444444444444-0.694444444444444
19300.225-0.225
19400.225-0.225
19500.694444444444444-0.694444444444444

\begin{tabular}{lllllllll}
\hline
Actuals, Predictions, and Residuals \tabularnewline
# & Actuals & Forecasts & Residuals \tabularnewline
1 & 1 & 1 & 0 \tabularnewline
2 & 1 & 1 & 0 \tabularnewline
3 & 1 & 1 & 0 \tabularnewline
4 & 1 & 1 & 0 \tabularnewline
5 & 1 & 1 & 0 \tabularnewline
6 & 1 & 0.76 & 0.24 \tabularnewline
7 & 1 & 0.76 & 0.24 \tabularnewline
8 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
9 & 1 & 1 & 0 \tabularnewline
10 & 1 & 1 & 0 \tabularnewline
11 & 1 & 1 & 0 \tabularnewline
12 & 1 & 1 & 0 \tabularnewline
13 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
14 & 1 & 1 & 0 \tabularnewline
15 & 1 & 0.76 & 0.24 \tabularnewline
16 & 1 & 1 & 0 \tabularnewline
17 & 1 & 1 & 0 \tabularnewline
18 & 1 & 1 & 0 \tabularnewline
19 & 1 & 1 & 0 \tabularnewline
20 & 1 & 1 & 0 \tabularnewline
21 & 1 & 1 & 0 \tabularnewline
22 & 1 & 1 & 0 \tabularnewline
23 & 1 & 1 & 0 \tabularnewline
24 & 1 & 1 & 0 \tabularnewline
25 & 1 & 1 & 0 \tabularnewline
26 & 1 & 1 & 0 \tabularnewline
27 & 1 & 1 & 0 \tabularnewline
28 & 1 & 1 & 0 \tabularnewline
29 & 1 & 0.225 & 0.775 \tabularnewline
30 & 1 & 0.76 & 0.24 \tabularnewline
31 & 0 & 0.225 & -0.225 \tabularnewline
32 & 0 & 0.225 & -0.225 \tabularnewline
33 & 0 & 0.225 & -0.225 \tabularnewline
34 & 0 & 0.225 & -0.225 \tabularnewline
35 & 0 & 0.225 & -0.225 \tabularnewline
36 & 0 & 0.225 & -0.225 \tabularnewline
37 & 1 & 1 & 0 \tabularnewline
38 & 1 & 1 & 0 \tabularnewline
39 & 1 & 1 & 0 \tabularnewline
40 & 1 & 1 & 0 \tabularnewline
41 & 1 & 1 & 0 \tabularnewline
42 & 1 & 0.225 & 0.775 \tabularnewline
43 & 0 & 0.225 & -0.225 \tabularnewline
44 & 0 & 0.225 & -0.225 \tabularnewline
45 & 0 & 0.225 & -0.225 \tabularnewline
46 & 0 & 0.225 & -0.225 \tabularnewline
47 & 0 & 0.225 & -0.225 \tabularnewline
48 & 0 & 0.225 & -0.225 \tabularnewline
49 & 0 & 0.76 & -0.76 \tabularnewline
50 & 0 & 0.76 & -0.76 \tabularnewline
51 & 0 & 0.225 & -0.225 \tabularnewline
52 & 0 & 0.225 & -0.225 \tabularnewline
53 & 0 & 0.225 & -0.225 \tabularnewline
54 & 0 & 0.225 & -0.225 \tabularnewline
55 & 1 & 0.76 & 0.24 \tabularnewline
56 & 1 & 0.76 & 0.24 \tabularnewline
57 & 1 & 0.76 & 0.24 \tabularnewline
58 & 1 & 0.76 & 0.24 \tabularnewline
59 & 1 & 0.76 & 0.24 \tabularnewline
60 & 1 & 0.76 & 0.24 \tabularnewline
61 & 0 & 0.225 & -0.225 \tabularnewline
62 & 0 & 0.225 & -0.225 \tabularnewline
63 & 0 & 0.225 & -0.225 \tabularnewline
64 & 0 & 0.225 & -0.225 \tabularnewline
65 & 0 & 0.225 & -0.225 \tabularnewline
66 & 0 & 0.225 & -0.225 \tabularnewline
67 & 1 & 1 & 0 \tabularnewline
68 & 1 & 1 & 0 \tabularnewline
69 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
70 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
71 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
72 & 1 & 1 & 0 \tabularnewline
73 & 1 & 1 & 0 \tabularnewline
74 & 1 & 0.76 & 0.24 \tabularnewline
75 & 1 & 1 & 0 \tabularnewline
76 & 1 & 0.76 & 0.24 \tabularnewline
77 & 1 & 0.76 & 0.24 \tabularnewline
78 & 1 & 0.76 & 0.24 \tabularnewline
79 & 1 & 0.76 & 0.24 \tabularnewline
80 & 1 & 1 & 0 \tabularnewline
81 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
82 & 1 & 1 & 0 \tabularnewline
83 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
84 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
85 & 1 & 1 & 0 \tabularnewline
86 & 1 & 1 & 0 \tabularnewline
87 & 1 & 1 & 0 \tabularnewline
88 & 1 & 1 & 0 \tabularnewline
89 & 1 & 1 & 0 \tabularnewline
90 & 1 & 1 & 0 \tabularnewline
91 & 1 & 1 & 0 \tabularnewline
92 & 1 & 1 & 0 \tabularnewline
93 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
94 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
95 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
96 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
97 & 1 & 1 & 0 \tabularnewline
98 & 1 & 1 & 0 \tabularnewline
99 & 1 & 1 & 0 \tabularnewline
100 & 1 & 1 & 0 \tabularnewline
101 & 1 & 1 & 0 \tabularnewline
102 & 1 & 1 & 0 \tabularnewline
103 & 1 & 1 & 0 \tabularnewline
104 & 1 & 0.225 & 0.775 \tabularnewline
105 & 1 & 0.225 & 0.775 \tabularnewline
106 & 1 & 0.225 & 0.775 \tabularnewline
107 & 1 & 0.225 & 0.775 \tabularnewline
108 & 1 & 1 & 0 \tabularnewline
109 & 1 & 0.225 & 0.775 \tabularnewline
110 & 1 & 1 & 0 \tabularnewline
111 & 1 & 1 & 0 \tabularnewline
112 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
113 & 1 & 1 & 0 \tabularnewline
114 & 1 & 1 & 0 \tabularnewline
115 & 1 & 0.225 & 0.775 \tabularnewline
116 & 1 & 1 & 0 \tabularnewline
117 & 1 & 1 & 0 \tabularnewline
118 & 1 & 1 & 0 \tabularnewline
119 & 1 & 1 & 0 \tabularnewline
120 & 1 & 1 & 0 \tabularnewline
121 & 1 & 1 & 0 \tabularnewline
122 & 1 & 1 & 0 \tabularnewline
123 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
124 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
125 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
126 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
127 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
128 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
129 & 1 & 0.225 & 0.775 \tabularnewline
130 & 1 & 0.76 & 0.24 \tabularnewline
131 & 1 & 1 & 0 \tabularnewline
132 & 1 & 1 & 0 \tabularnewline
133 & 1 & 1 & 0 \tabularnewline
134 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
135 & 1 & 1 & 0 \tabularnewline
136 & 1 & 1 & 0 \tabularnewline
137 & 1 & 1 & 0 \tabularnewline
138 & 1 & 1 & 0 \tabularnewline
139 & 1 & 1 & 0 \tabularnewline
140 & 1 & 1 & 0 \tabularnewline
141 & 1 & 1 & 0 \tabularnewline
142 & 1 & 1 & 0 \tabularnewline
143 & 1 & 1 & 0 \tabularnewline
144 & 1 & 1 & 0 \tabularnewline
145 & 1 & 1 & 0 \tabularnewline
146 & 1 & 1 & 0 \tabularnewline
147 & 1 & 1 & 0 \tabularnewline
148 & 1 & 1 & 0 \tabularnewline
149 & 1 & 1 & 0 \tabularnewline
150 & 1 & 1 & 0 \tabularnewline
151 & 1 & 1 & 0 \tabularnewline
152 & 1 & 1 & 0 \tabularnewline
153 & 1 & 1 & 0 \tabularnewline
154 & 1 & 0.76 & 0.24 \tabularnewline
155 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
156 & 1 & 1 & 0 \tabularnewline
157 & 1 & 1 & 0 \tabularnewline
158 & 1 & 1 & 0 \tabularnewline
159 & 1 & 1 & 0 \tabularnewline
160 & 1 & 0.76 & 0.24 \tabularnewline
161 & 1 & 0.76 & 0.24 \tabularnewline
162 & 1 & 1 & 0 \tabularnewline
163 & 1 & 1 & 0 \tabularnewline
164 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
165 & 1 & 1 & 0 \tabularnewline
166 & 0 & 0.225 & -0.225 \tabularnewline
167 & 0 & 0.225 & -0.225 \tabularnewline
168 & 0 & 0.225 & -0.225 \tabularnewline
169 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
170 & 0 & 0.225 & -0.225 \tabularnewline
171 & 0 & 0.225 & -0.225 \tabularnewline
172 & 0 & 0.76 & -0.76 \tabularnewline
173 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
174 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
175 & 0 & 0.76 & -0.76 \tabularnewline
176 & 0 & 0.76 & -0.76 \tabularnewline
177 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
178 & 1 & 1 & 0 \tabularnewline
179 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
180 & 1 & 1 & 0 \tabularnewline
181 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
182 & 1 & 1 & 0 \tabularnewline
183 & 1 & 0.694444444444444 & 0.305555555555556 \tabularnewline
184 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
185 & 0 & 0.76 & -0.76 \tabularnewline
186 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
187 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
188 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
189 & 0 & 0.225 & -0.225 \tabularnewline
190 & 0 & 0.225 & -0.225 \tabularnewline
191 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
192 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
193 & 0 & 0.225 & -0.225 \tabularnewline
194 & 0 & 0.225 & -0.225 \tabularnewline
195 & 0 & 0.694444444444444 & -0.694444444444444 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=232175&T=2

[TABLE]
[ROW][C]Actuals, Predictions, and Residuals[/C][/ROW]
[ROW][C]#[/C][C]Actuals[/C][C]Forecasts[/C][C]Residuals[/C][/ROW]
[ROW][C]1[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]2[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]3[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]4[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]5[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]6[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]7[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]8[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]9[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]10[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]11[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]12[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]13[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]14[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]15[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]16[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]17[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]18[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]19[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]20[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]21[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]22[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]23[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]24[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]25[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]26[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]27[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]28[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]29[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]30[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]31[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]32[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]33[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]34[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]35[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]36[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]37[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]38[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]39[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]40[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]41[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]42[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]43[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]44[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]45[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]46[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]47[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]48[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]49[/C][C]0[/C][C]0.76[/C][C]-0.76[/C][/ROW]
[ROW][C]50[/C][C]0[/C][C]0.76[/C][C]-0.76[/C][/ROW]
[ROW][C]51[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]52[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]53[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]54[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]55[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]56[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]57[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]58[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]59[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]60[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]61[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]62[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]63[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]64[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]65[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]66[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]67[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]68[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]69[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]70[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]71[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]72[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]73[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]74[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]75[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]76[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]77[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]78[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]79[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]80[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]81[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]82[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]83[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]84[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]85[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]86[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]87[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]88[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]89[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]90[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]91[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]92[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]93[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]94[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]95[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]96[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]97[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]98[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]99[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]100[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]101[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]102[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]103[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]104[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]105[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]106[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]107[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]108[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]109[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]110[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]111[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]112[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]113[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]114[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]115[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]116[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]117[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]118[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]119[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]120[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]121[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]122[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]123[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]124[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]125[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]126[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]127[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]128[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]129[/C][C]1[/C][C]0.225[/C][C]0.775[/C][/ROW]
[ROW][C]130[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]131[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]132[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]133[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]134[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]135[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]136[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]137[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]138[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]139[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]140[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]141[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]142[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]143[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]144[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]145[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]146[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]147[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]148[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]149[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]150[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]151[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]152[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]153[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]154[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]155[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]156[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]157[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]158[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]159[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]160[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]161[/C][C]1[/C][C]0.76[/C][C]0.24[/C][/ROW]
[ROW][C]162[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]163[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]164[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]165[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]166[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]167[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]168[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]169[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]170[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]171[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]172[/C][C]0[/C][C]0.76[/C][C]-0.76[/C][/ROW]
[ROW][C]173[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]174[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]175[/C][C]0[/C][C]0.76[/C][C]-0.76[/C][/ROW]
[ROW][C]176[/C][C]0[/C][C]0.76[/C][C]-0.76[/C][/ROW]
[ROW][C]177[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]178[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]179[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]180[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]181[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]182[/C][C]1[/C][C]1[/C][C]0[/C][/ROW]
[ROW][C]183[/C][C]1[/C][C]0.694444444444444[/C][C]0.305555555555556[/C][/ROW]
[ROW][C]184[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]185[/C][C]0[/C][C]0.76[/C][C]-0.76[/C][/ROW]
[ROW][C]186[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]187[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]188[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]189[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]190[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]191[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]192[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[ROW][C]193[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]194[/C][C]0[/C][C]0.225[/C][C]-0.225[/C][/ROW]
[ROW][C]195[/C][C]0[/C][C]0.694444444444444[/C][C]-0.694444444444444[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=232175&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=232175&T=2

As an alternative you can also use a QR Code:  

The GUIDs for individual cells are displayed in the table below:

Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
1110
2110
3110
4110
5110
610.760.24
710.760.24
810.6944444444444440.305555555555556
9110
10110
11110
12110
1310.6944444444444440.305555555555556
14110
1510.760.24
16110
17110
18110
19110
20110
21110
22110
23110
24110
25110
26110
27110
28110
2910.2250.775
3010.760.24
3100.225-0.225
3200.225-0.225
3300.225-0.225
3400.225-0.225
3500.225-0.225
3600.225-0.225
37110
38110
39110
40110
41110
4210.2250.775
4300.225-0.225
4400.225-0.225
4500.225-0.225
4600.225-0.225
4700.225-0.225
4800.225-0.225
4900.76-0.76
5000.76-0.76
5100.225-0.225
5200.225-0.225
5300.225-0.225
5400.225-0.225
5510.760.24
5610.760.24
5710.760.24
5810.760.24
5910.760.24
6010.760.24
6100.225-0.225
6200.225-0.225
6300.225-0.225
6400.225-0.225
6500.225-0.225
6600.225-0.225
67110
68110
6910.6944444444444440.305555555555556
7010.6944444444444440.305555555555556
7110.6944444444444440.305555555555556
72110
73110
7410.760.24
75110
7610.760.24
7710.760.24
7810.760.24
7910.760.24
80110
8110.6944444444444440.305555555555556
82110
8310.6944444444444440.305555555555556
8410.6944444444444440.305555555555556
85110
86110
87110
88110
89110
90110
91110
92110
9310.6944444444444440.305555555555556
9410.6944444444444440.305555555555556
9510.6944444444444440.305555555555556
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12610.6944444444444440.305555555555556
12710.6944444444444440.305555555555556
12810.6944444444444440.305555555555556
12910.2250.775
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18900.225-0.225
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19500.694444444444444-0.694444444444444



Parameters (Session):
par1 = 1 ; par2 = none ; par3 = 3 ; par4 = no ;
Parameters (R input):
par1 = 1 ; par2 = none ; par3 = 3 ; par4 = no ; par5 = ; par6 = ; par7 = ; par8 = ; par9 = ; par10 = ; par11 = ; par12 = ; par13 = ; par14 = ; par15 = ; par16 = ; par17 = ; par18 = ; par19 = ; par20 = ;
R code (references can be found in the software module):
library(party)
library(Hmisc)
par1 <- as.numeric(par1)
par3 <- as.numeric(par3)
x <- data.frame(t(y))
is.data.frame(x)
x <- x[!is.na(x[,par1]),]
k <- length(x[1,])
n <- length(x[,1])
colnames(x)[par1]
x[,par1]
if (par2 == 'kmeans') {
cl <- kmeans(x[,par1], par3)
print(cl)
clm <- matrix(cbind(cl$centers,1:par3),ncol=2)
clm <- clm[sort.list(clm[,1]),]
for (i in 1:par3) {
cl$cluster[cl$cluster==clm[i,2]] <- paste('C',i,sep='')
}
cl$cluster <- as.factor(cl$cluster)
print(cl$cluster)
x[,par1] <- cl$cluster
}
if (par2 == 'quantiles') {
x[,par1] <- cut2(x[,par1],g=par3)
}
if (par2 == 'hclust') {
hc <- hclust(dist(x[,par1])^2, 'cen')
print(hc)
memb <- cutree(hc, k = par3)
dum <- c(mean(x[memb==1,par1]))
for (i in 2:par3) {
dum <- c(dum, mean(x[memb==i,par1]))
}
hcm <- matrix(cbind(dum,1:par3),ncol=2)
hcm <- hcm[sort.list(hcm[,1]),]
for (i in 1:par3) {
memb[memb==hcm[i,2]] <- paste('C',i,sep='')
}
memb <- as.factor(memb)
print(memb)
x[,par1] <- memb
}
if (par2=='equal') {
ed <- cut(as.numeric(x[,par1]),par3,labels=paste('C',1:par3,sep=''))
x[,par1] <- as.factor(ed)
}
table(x[,par1])
colnames(x)
colnames(x)[par1]
x[,par1]
if (par2 == 'none') {
m <- ctree(as.formula(paste(colnames(x)[par1],' ~ .',sep='')),data = x)
}
load(file='createtable')
if (par2 != 'none') {
m <- ctree(as.formula(paste('as.factor(',colnames(x)[par1],') ~ .',sep='')),data = x)
if (par4=='yes') {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'10-Fold Cross Validation',3+2*par3,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'',1,TRUE)
a<-table.element(a,'Prediction (training)',par3+1,TRUE)
a<-table.element(a,'Prediction (testing)',par3+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Actual',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,paste('C',jjj,sep=''),1,TRUE)
a<-table.element(a,'CV',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,paste('C',jjj,sep=''),1,TRUE)
a<-table.element(a,'CV',1,TRUE)
a<-table.row.end(a)
for (i in 1:10) {
ind <- sample(2, nrow(x), replace=T, prob=c(0.9,0.1))
m.ct <- ctree(as.formula(paste('as.factor(',colnames(x)[par1],') ~ .',sep='')),data =x[ind==1,])
if (i==1) {
m.ct.i.pred <- predict(m.ct, newdata=x[ind==1,])
m.ct.i.actu <- x[ind==1,par1]
m.ct.x.pred <- predict(m.ct, newdata=x[ind==2,])
m.ct.x.actu <- x[ind==2,par1]
} else {
m.ct.i.pred <- c(m.ct.i.pred,predict(m.ct, newdata=x[ind==1,]))
m.ct.i.actu <- c(m.ct.i.actu,x[ind==1,par1])
m.ct.x.pred <- c(m.ct.x.pred,predict(m.ct, newdata=x[ind==2,]))
m.ct.x.actu <- c(m.ct.x.actu,x[ind==2,par1])
}
}
print(m.ct.i.tab <- table(m.ct.i.actu,m.ct.i.pred))
numer <- 0
for (i in 1:par3) {
print(m.ct.i.tab[i,i] / sum(m.ct.i.tab[i,]))
numer <- numer + m.ct.i.tab[i,i]
}
print(m.ct.i.cp <- numer / sum(m.ct.i.tab))
print(m.ct.x.tab <- table(m.ct.x.actu,m.ct.x.pred))
numer <- 0
for (i in 1:par3) {
print(m.ct.x.tab[i,i] / sum(m.ct.x.tab[i,]))
numer <- numer + m.ct.x.tab[i,i]
}
print(m.ct.x.cp <- numer / sum(m.ct.x.tab))
for (i in 1:par3) {
a<-table.row.start(a)
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
for (jjj in 1:par3) a<-table.element(a,m.ct.i.tab[i,jjj])
a<-table.element(a,round(m.ct.i.tab[i,i]/sum(m.ct.i.tab[i,]),4))
for (jjj in 1:par3) a<-table.element(a,m.ct.x.tab[i,jjj])
a<-table.element(a,round(m.ct.x.tab[i,i]/sum(m.ct.x.tab[i,]),4))
a<-table.row.end(a)
}
a<-table.row.start(a)
a<-table.element(a,'Overall',1,TRUE)
for (jjj in 1:par3) a<-table.element(a,'-')
a<-table.element(a,round(m.ct.i.cp,4))
for (jjj in 1:par3) a<-table.element(a,'-')
a<-table.element(a,round(m.ct.x.cp,4))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable3.tab')
}
}
m
bitmap(file='test1.png')
plot(m)
dev.off()
bitmap(file='test1a.png')
plot(x[,par1] ~ as.factor(where(m)),main='Response by Terminal Node',xlab='Terminal Node',ylab='Response')
dev.off()
if (par2 == 'none') {
forec <- predict(m)
result <- as.data.frame(cbind(x[,par1],forec,x[,par1]-forec))
colnames(result) <- c('Actuals','Forecasts','Residuals')
print(result)
}
if (par2 != 'none') {
print(cbind(as.factor(x[,par1]),predict(m)))
myt <- table(as.factor(x[,par1]),predict(m))
print(myt)
}
bitmap(file='test2.png')
if(par2=='none') {
op <- par(mfrow=c(2,2))
plot(density(result$Actuals),main='Kernel Density Plot of Actuals')
plot(density(result$Residuals),main='Kernel Density Plot of Residuals')
plot(result$Forecasts,result$Actuals,main='Actuals versus Predictions',xlab='Predictions',ylab='Actuals')
plot(density(result$Forecasts),main='Kernel Density Plot of Predictions')
par(op)
}
if(par2!='none') {
plot(myt,main='Confusion Matrix',xlab='Actual',ylab='Predicted')
}
dev.off()
if (par2 == 'none') {
detcoef <- cor(result$Forecasts,result$Actuals)
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Goodness of Fit',2,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'Correlation',1,TRUE)
a<-table.element(a,round(detcoef,4))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'R-squared',1,TRUE)
a<-table.element(a,round(detcoef*detcoef,4))
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'RMSE',1,TRUE)
a<-table.element(a,round(sqrt(mean((result$Residuals)^2)),4))
a<-table.row.end(a)
a<-table.end(a)
table.save(a,file='mytable1.tab')
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Actuals, Predictions, and Residuals',4,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'#',header=TRUE)
a<-table.element(a,'Actuals',header=TRUE)
a<-table.element(a,'Forecasts',header=TRUE)
a<-table.element(a,'Residuals',header=TRUE)
a<-table.row.end(a)
for (i in 1:length(result$Actuals)) {
a<-table.row.start(a)
a<-table.element(a,i,header=TRUE)
a<-table.element(a,result$Actuals[i])
a<-table.element(a,result$Forecasts[i])
a<-table.element(a,result$Residuals[i])
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable.tab')
}
if (par2 != 'none') {
a<-table.start()
a<-table.row.start(a)
a<-table.element(a,'Confusion Matrix (predicted in columns / actuals in rows)',par3+1,TRUE)
a<-table.row.end(a)
a<-table.row.start(a)
a<-table.element(a,'',1,TRUE)
for (i in 1:par3) {
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
}
a<-table.row.end(a)
for (i in 1:par3) {
a<-table.row.start(a)
a<-table.element(a,paste('C',i,sep=''),1,TRUE)
for (j in 1:par3) {
a<-table.element(a,myt[i,j])
}
a<-table.row.end(a)
}
a<-table.end(a)
table.save(a,file='mytable2.tab')
}