Free Statistics

of Irreproducible Research!

Author's title

Author*The author of this computation has been verified*
R Software Modulerwasp_regression_trees1.wasp
Title produced by softwareRecursive Partitioning (Regression Trees)
Date of computationSun, 08 Dec 2013 16:18:43 -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/08/t138653756348fp67imw77bxx3.htm/, Retrieved Fri, 29 Mar 2024 11:17:26 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=231526, Retrieved Fri, 29 Mar 2024 11:17:26 +0000
QR Codes:

Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact64
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Recursive Partitioning (Regression Trees)] [] [2013-12-08 21:18:43] [051b16e407d1738c1ccf7d1d6dccb24d] [Current]
Feedback Forum

Post a new message
Dataseries X:
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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=231526&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=231526&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=231526&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
Correlation0.8284
R-squared0.6862
RMSE23.1273

\begin{tabular}{lllllllll}
\hline
Goodness of Fit \tabularnewline
Correlation & 0.8284 \tabularnewline
R-squared & 0.6862 \tabularnewline
RMSE & 23.1273 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=231526&T=1

[TABLE]
[ROW][C]Goodness of Fit[/C][/ROW]
[ROW][C]Correlation[/C][C]0.8284[/C][/ROW]
[ROW][C]R-squared[/C][C]0.6862[/C][/ROW]
[ROW][C]RMSE[/C][C]23.1273[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=231526&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=231526&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
Correlation0.8284
R-squared0.6862
RMSE23.1273







Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
1119.99298.058636363636421.9333636363636
2122.4119.4532142857142.94678571428572
3116.682119.453214285714-2.77121428571428
4116.676119.453214285714-2.77721428571428
5116.014119.453214285714-3.43921428571429
6120.552119.4532142857141.09878571428573
7120.267119.4532142857140.813785714285714
8107.332111.587571428571-4.25557142857143
995.7398.0586363636364-2.32863636363636
1095.05698.0586363636364-3.00263636363637
1188.33398.0586363636364-9.72563636363637
1291.90498.0586363636364-6.15463636363637
13136.926170.279081081081-33.3530810810811
14139.173170.279081081081-31.1060810810811
15152.845141.82543835616411.0195616438356
16142.167141.8254383561640.341561643835604
17144.188141.8254383561642.36256164383559
18168.778141.82543835616426.9525616438356
19153.046141.82543835616411.2205616438356
20156.405141.82543835616414.5795616438356
21153.848141.82543835616412.0225616438356
22153.88141.82543835616412.0545616438356
23167.93141.82543835616426.1045616438356
24173.917141.82543835616432.0915616438356
25163.656170.279081081081-6.62308108108107
26104.4141.825438356164-37.4254383561644
27171.041170.2790810810810.761918918918923
28146.845170.279081081081-23.4340810810811
29155.358141.82543835616413.5325616438356
30162.568170.279081081081-7.71108108108106
31197.076193.7472962962963.3287037037037
32199.228193.7472962962965.48070370370371
33198.383193.7472962962964.63570370370371
34202.266193.7472962962968.51870370370369
35203.184193.7472962962969.4367037037037
36201.464193.7472962962967.7167037037037
37177.876193.747296296296-15.8712962962963
38176.17193.747296296296-17.5772962962963
39180.198193.747296296296-13.5492962962963
40187.733193.747296296296-6.01429629629629
41186.163193.747296296296-7.58429629629629
42184.055193.747296296296-9.69229629629629
43237.226239.46825-2.24225000000001
44241.404239.468251.93574999999998
45243.439239.468253.97074999999998
46242.852239.468253.38374999999999
47245.51239.468256.04174999999998
48252.455193.74729629629658.7077037037037
49122.188141.825438356164-19.6374383561644
50122.964119.4532142857143.51078571428572
51124.445119.4532142857144.99178571428571
52126.344119.4532142857146.89078571428571
53128.001143.284285714286-15.2832857142857
54129.336143.284285714286-13.9482857142857
55108.807111.587571428571-2.78057142857142
56109.86111.587571428571-1.72757142857142
57110.417111.587571428571-1.17057142857142
58117.274119.453214285714-2.17921428571428
59116.879119.453214285714-2.57421428571428
60114.847111.5875714285713.25942857142857
61209.144170.27908108108138.8649189189189
62223.365170.27908108108153.0859189189189
63222.236239.46825-17.23225
64228.832239.46825-10.63625
65229.401239.46825-10.06725
66228.969170.27908108108158.6899189189189
67140.341170.279081081081-29.9380810810811
68136.969141.825438356164-4.8564383561644
69143.533141.8254383561641.70756164383559
70148.09141.8254383561646.26456164383561
71142.729141.8254383561640.903561643835616
72136.358141.825438356164-5.46743835616439
73120.08119.4532142857140.626785714285717
74112.014111.5875714285710.426428571428573
75110.793111.587571428571-0.794571428571416
76110.707111.587571428571-0.880571428571429
77112.876111.5875714285711.28842857142858
78110.568111.587571428571-1.01957142857142
7995.38598.0586363636364-2.67363636363636
80100.7798.05863636363642.71136363636363
8196.10698.0586363636364-1.95263636363637
8295.60598.0586363636364-2.45363636363636
83100.9698.05863636363642.90136363636363
8498.80498.05863636363640.745363636363635
85176.858141.82543835616435.0325616438356
86180.978193.747296296296-12.7692962962963
87178.222141.82543835616436.3965616438356
88176.281141.82543835616434.4555616438356
89173.898141.82543835616432.0725616438356
90179.711141.82543835616437.8855616438356
91166.605141.82543835616424.7795616438356
92151.955141.82543835616410.1295616438356
93148.272170.279081081081-22.0070810810811
94152.125170.279081081081-18.1540810810811
95157.821141.82543835616415.9955616438356
96157.447193.747296296296-36.3002962962963
97159.116170.279081081081-11.1630810810811
98125.036141.825438356164-16.7894383561644
99125.791141.825438356164-16.0344383561644
100126.512141.825438356164-15.3134383561644
101125.641141.825438356164-16.1844383561644
102128.451141.825438356164-13.3744383561644
103139.224141.825438356164-2.60143835616441
104150.258170.279081081081-20.0210810810811
105154.003170.279081081081-16.2760810810811
106149.689170.279081081081-20.5900810810811
107155.078170.279081081081-15.2010810810811
108151.884170.279081081081-18.3950810810811
109151.989170.279081081081-18.2900810810811
110193.03141.82543835616451.2045616438356
111200.714170.27908108108130.4349189189189
112208.519193.74729629629614.7717037037037
113204.664193.74729629629610.9167037037037
114210.141193.74729629629616.3937037037037
115206.327170.27908108108136.0479189189189
116151.872170.279081081081-18.4070810810811
117158.219170.279081081081-12.0600810810811
118170.756141.82543835616428.9305616438356
119178.285170.2790810810818.00591891891892
120217.116170.27908108108146.8369189189189
121128.94141.825438356164-12.8854383561644
122176.824170.2790810810816.54491891891894
123138.19141.825438356164-3.6354383561644
124182.018141.82543835616440.1925616438356
125156.239141.82543835616414.4135616438356
126145.174141.8254383561643.34856164383561
127138.145141.825438356164-3.68043835616439
128166.888141.82543835616425.0625616438356
129119.031170.279081081081-51.2480810810811
130120.078141.825438356164-21.7474383561644
131120.289170.279081081081-49.9900810810811
132120.256170.279081081081-50.0230810810811
133119.056141.825438356164-22.7694383561644
134118.747141.825438356164-23.0784383561644
135106.516141.825438356164-35.3094383561644
136110.453141.825438356164-31.3724383561644
137113.4141.825438356164-28.4254383561644
138113.166141.825438356164-28.6594383561644
139112.239141.825438356164-29.5864383561644
140116.15141.825438356164-25.6754383561644
141170.368141.82543835616428.5425616438356
142208.083141.82543835616466.2575616438356
143198.458193.7472962962964.7107037037037
144202.805141.82543835616460.9795616438356
145202.544193.7472962962968.79670370370371
146223.361141.82543835616481.5355616438356
147169.774193.747296296296-23.9732962962963
148183.52193.747296296296-10.2272962962963
149188.62193.747296296296-5.12729629629629
150202.632193.7472962962968.88470370370371
151186.695193.747296296296-7.0522962962963
152192.818193.747296296296-0.929296296296286
153198.116193.7472962962964.36870370370372
154121.345141.825438356164-20.4804383561644
155119.1141.825438356164-22.7254383561644
156117.87141.825438356164-23.9554383561644
157122.336141.825438356164-19.4894383561644
158117.963141.825438356164-23.8624383561644
159126.144141.825438356164-15.6814383561644
160127.93141.825438356164-13.8954383561644
161114.238141.825438356164-27.5874383561644
162115.322141.825438356164-26.5034383561644
163114.554141.825438356164-27.2714383561644
164112.15141.825438356164-29.6754383561644
165102.273141.825438356164-39.5524383561644
166236.2170.27908108108165.9209189189189
167237.323239.46825-2.14525
168260.105239.4682520.63675
169197.569170.27908108108127.2899189189189
170240.301239.468250.832749999999976
171244.99239.468255.52175
172112.547111.5875714285710.959428571428575
173110.739111.587571428571-0.848571428571418
174113.715111.5875714285712.12742857142858
175117.004111.5875714285715.41642857142858
176115.38119.453214285714-4.07321428571429
177116.388119.453214285714-3.06521428571428
178151.737170.279081081081-18.5420810810811
179148.79143.2842857142865.50571428571428
180148.143143.2842857142864.85871428571429
181150.44143.2842857142867.15571428571428
182148.462143.2842857142865.17771428571427
183149.818143.2842857142866.5337142857143
184117.226141.825438356164-24.5994383561644
185116.848141.825438356164-24.9774383561644
186116.286141.825438356164-25.5394383561644
187116.556141.825438356164-25.2694383561644
188116.342141.825438356164-25.4834383561644
189114.563141.825438356164-27.2624383561644
190201.774141.82543835616459.9485616438356
191174.188170.2790810810813.90891891891891
192209.516170.27908108108139.2369189189189
193174.688170.2790810810814.40891891891891
194198.764170.27908108108128.4849189189189
195214.289170.27908108108144.0099189189189

\begin{tabular}{lllllllll}
\hline
Actuals, Predictions, and Residuals \tabularnewline
# & Actuals & Forecasts & Residuals \tabularnewline
1 & 119.992 & 98.0586363636364 & 21.9333636363636 \tabularnewline
2 & 122.4 & 119.453214285714 & 2.94678571428572 \tabularnewline
3 & 116.682 & 119.453214285714 & -2.77121428571428 \tabularnewline
4 & 116.676 & 119.453214285714 & -2.77721428571428 \tabularnewline
5 & 116.014 & 119.453214285714 & -3.43921428571429 \tabularnewline
6 & 120.552 & 119.453214285714 & 1.09878571428573 \tabularnewline
7 & 120.267 & 119.453214285714 & 0.813785714285714 \tabularnewline
8 & 107.332 & 111.587571428571 & -4.25557142857143 \tabularnewline
9 & 95.73 & 98.0586363636364 & -2.32863636363636 \tabularnewline
10 & 95.056 & 98.0586363636364 & -3.00263636363637 \tabularnewline
11 & 88.333 & 98.0586363636364 & -9.72563636363637 \tabularnewline
12 & 91.904 & 98.0586363636364 & -6.15463636363637 \tabularnewline
13 & 136.926 & 170.279081081081 & -33.3530810810811 \tabularnewline
14 & 139.173 & 170.279081081081 & -31.1060810810811 \tabularnewline
15 & 152.845 & 141.825438356164 & 11.0195616438356 \tabularnewline
16 & 142.167 & 141.825438356164 & 0.341561643835604 \tabularnewline
17 & 144.188 & 141.825438356164 & 2.36256164383559 \tabularnewline
18 & 168.778 & 141.825438356164 & 26.9525616438356 \tabularnewline
19 & 153.046 & 141.825438356164 & 11.2205616438356 \tabularnewline
20 & 156.405 & 141.825438356164 & 14.5795616438356 \tabularnewline
21 & 153.848 & 141.825438356164 & 12.0225616438356 \tabularnewline
22 & 153.88 & 141.825438356164 & 12.0545616438356 \tabularnewline
23 & 167.93 & 141.825438356164 & 26.1045616438356 \tabularnewline
24 & 173.917 & 141.825438356164 & 32.0915616438356 \tabularnewline
25 & 163.656 & 170.279081081081 & -6.62308108108107 \tabularnewline
26 & 104.4 & 141.825438356164 & -37.4254383561644 \tabularnewline
27 & 171.041 & 170.279081081081 & 0.761918918918923 \tabularnewline
28 & 146.845 & 170.279081081081 & -23.4340810810811 \tabularnewline
29 & 155.358 & 141.825438356164 & 13.5325616438356 \tabularnewline
30 & 162.568 & 170.279081081081 & -7.71108108108106 \tabularnewline
31 & 197.076 & 193.747296296296 & 3.3287037037037 \tabularnewline
32 & 199.228 & 193.747296296296 & 5.48070370370371 \tabularnewline
33 & 198.383 & 193.747296296296 & 4.63570370370371 \tabularnewline
34 & 202.266 & 193.747296296296 & 8.51870370370369 \tabularnewline
35 & 203.184 & 193.747296296296 & 9.4367037037037 \tabularnewline
36 & 201.464 & 193.747296296296 & 7.7167037037037 \tabularnewline
37 & 177.876 & 193.747296296296 & -15.8712962962963 \tabularnewline
38 & 176.17 & 193.747296296296 & -17.5772962962963 \tabularnewline
39 & 180.198 & 193.747296296296 & -13.5492962962963 \tabularnewline
40 & 187.733 & 193.747296296296 & -6.01429629629629 \tabularnewline
41 & 186.163 & 193.747296296296 & -7.58429629629629 \tabularnewline
42 & 184.055 & 193.747296296296 & -9.69229629629629 \tabularnewline
43 & 237.226 & 239.46825 & -2.24225000000001 \tabularnewline
44 & 241.404 & 239.46825 & 1.93574999999998 \tabularnewline
45 & 243.439 & 239.46825 & 3.97074999999998 \tabularnewline
46 & 242.852 & 239.46825 & 3.38374999999999 \tabularnewline
47 & 245.51 & 239.46825 & 6.04174999999998 \tabularnewline
48 & 252.455 & 193.747296296296 & 58.7077037037037 \tabularnewline
49 & 122.188 & 141.825438356164 & -19.6374383561644 \tabularnewline
50 & 122.964 & 119.453214285714 & 3.51078571428572 \tabularnewline
51 & 124.445 & 119.453214285714 & 4.99178571428571 \tabularnewline
52 & 126.344 & 119.453214285714 & 6.89078571428571 \tabularnewline
53 & 128.001 & 143.284285714286 & -15.2832857142857 \tabularnewline
54 & 129.336 & 143.284285714286 & -13.9482857142857 \tabularnewline
55 & 108.807 & 111.587571428571 & -2.78057142857142 \tabularnewline
56 & 109.86 & 111.587571428571 & -1.72757142857142 \tabularnewline
57 & 110.417 & 111.587571428571 & -1.17057142857142 \tabularnewline
58 & 117.274 & 119.453214285714 & -2.17921428571428 \tabularnewline
59 & 116.879 & 119.453214285714 & -2.57421428571428 \tabularnewline
60 & 114.847 & 111.587571428571 & 3.25942857142857 \tabularnewline
61 & 209.144 & 170.279081081081 & 38.8649189189189 \tabularnewline
62 & 223.365 & 170.279081081081 & 53.0859189189189 \tabularnewline
63 & 222.236 & 239.46825 & -17.23225 \tabularnewline
64 & 228.832 & 239.46825 & -10.63625 \tabularnewline
65 & 229.401 & 239.46825 & -10.06725 \tabularnewline
66 & 228.969 & 170.279081081081 & 58.6899189189189 \tabularnewline
67 & 140.341 & 170.279081081081 & -29.9380810810811 \tabularnewline
68 & 136.969 & 141.825438356164 & -4.8564383561644 \tabularnewline
69 & 143.533 & 141.825438356164 & 1.70756164383559 \tabularnewline
70 & 148.09 & 141.825438356164 & 6.26456164383561 \tabularnewline
71 & 142.729 & 141.825438356164 & 0.903561643835616 \tabularnewline
72 & 136.358 & 141.825438356164 & -5.46743835616439 \tabularnewline
73 & 120.08 & 119.453214285714 & 0.626785714285717 \tabularnewline
74 & 112.014 & 111.587571428571 & 0.426428571428573 \tabularnewline
75 & 110.793 & 111.587571428571 & -0.794571428571416 \tabularnewline
76 & 110.707 & 111.587571428571 & -0.880571428571429 \tabularnewline
77 & 112.876 & 111.587571428571 & 1.28842857142858 \tabularnewline
78 & 110.568 & 111.587571428571 & -1.01957142857142 \tabularnewline
79 & 95.385 & 98.0586363636364 & -2.67363636363636 \tabularnewline
80 & 100.77 & 98.0586363636364 & 2.71136363636363 \tabularnewline
81 & 96.106 & 98.0586363636364 & -1.95263636363637 \tabularnewline
82 & 95.605 & 98.0586363636364 & -2.45363636363636 \tabularnewline
83 & 100.96 & 98.0586363636364 & 2.90136363636363 \tabularnewline
84 & 98.804 & 98.0586363636364 & 0.745363636363635 \tabularnewline
85 & 176.858 & 141.825438356164 & 35.0325616438356 \tabularnewline
86 & 180.978 & 193.747296296296 & -12.7692962962963 \tabularnewline
87 & 178.222 & 141.825438356164 & 36.3965616438356 \tabularnewline
88 & 176.281 & 141.825438356164 & 34.4555616438356 \tabularnewline
89 & 173.898 & 141.825438356164 & 32.0725616438356 \tabularnewline
90 & 179.711 & 141.825438356164 & 37.8855616438356 \tabularnewline
91 & 166.605 & 141.825438356164 & 24.7795616438356 \tabularnewline
92 & 151.955 & 141.825438356164 & 10.1295616438356 \tabularnewline
93 & 148.272 & 170.279081081081 & -22.0070810810811 \tabularnewline
94 & 152.125 & 170.279081081081 & -18.1540810810811 \tabularnewline
95 & 157.821 & 141.825438356164 & 15.9955616438356 \tabularnewline
96 & 157.447 & 193.747296296296 & -36.3002962962963 \tabularnewline
97 & 159.116 & 170.279081081081 & -11.1630810810811 \tabularnewline
98 & 125.036 & 141.825438356164 & -16.7894383561644 \tabularnewline
99 & 125.791 & 141.825438356164 & -16.0344383561644 \tabularnewline
100 & 126.512 & 141.825438356164 & -15.3134383561644 \tabularnewline
101 & 125.641 & 141.825438356164 & -16.1844383561644 \tabularnewline
102 & 128.451 & 141.825438356164 & -13.3744383561644 \tabularnewline
103 & 139.224 & 141.825438356164 & -2.60143835616441 \tabularnewline
104 & 150.258 & 170.279081081081 & -20.0210810810811 \tabularnewline
105 & 154.003 & 170.279081081081 & -16.2760810810811 \tabularnewline
106 & 149.689 & 170.279081081081 & -20.5900810810811 \tabularnewline
107 & 155.078 & 170.279081081081 & -15.2010810810811 \tabularnewline
108 & 151.884 & 170.279081081081 & -18.3950810810811 \tabularnewline
109 & 151.989 & 170.279081081081 & -18.2900810810811 \tabularnewline
110 & 193.03 & 141.825438356164 & 51.2045616438356 \tabularnewline
111 & 200.714 & 170.279081081081 & 30.4349189189189 \tabularnewline
112 & 208.519 & 193.747296296296 & 14.7717037037037 \tabularnewline
113 & 204.664 & 193.747296296296 & 10.9167037037037 \tabularnewline
114 & 210.141 & 193.747296296296 & 16.3937037037037 \tabularnewline
115 & 206.327 & 170.279081081081 & 36.0479189189189 \tabularnewline
116 & 151.872 & 170.279081081081 & -18.4070810810811 \tabularnewline
117 & 158.219 & 170.279081081081 & -12.0600810810811 \tabularnewline
118 & 170.756 & 141.825438356164 & 28.9305616438356 \tabularnewline
119 & 178.285 & 170.279081081081 & 8.00591891891892 \tabularnewline
120 & 217.116 & 170.279081081081 & 46.8369189189189 \tabularnewline
121 & 128.94 & 141.825438356164 & -12.8854383561644 \tabularnewline
122 & 176.824 & 170.279081081081 & 6.54491891891894 \tabularnewline
123 & 138.19 & 141.825438356164 & -3.6354383561644 \tabularnewline
124 & 182.018 & 141.825438356164 & 40.1925616438356 \tabularnewline
125 & 156.239 & 141.825438356164 & 14.4135616438356 \tabularnewline
126 & 145.174 & 141.825438356164 & 3.34856164383561 \tabularnewline
127 & 138.145 & 141.825438356164 & -3.68043835616439 \tabularnewline
128 & 166.888 & 141.825438356164 & 25.0625616438356 \tabularnewline
129 & 119.031 & 170.279081081081 & -51.2480810810811 \tabularnewline
130 & 120.078 & 141.825438356164 & -21.7474383561644 \tabularnewline
131 & 120.289 & 170.279081081081 & -49.9900810810811 \tabularnewline
132 & 120.256 & 170.279081081081 & -50.0230810810811 \tabularnewline
133 & 119.056 & 141.825438356164 & -22.7694383561644 \tabularnewline
134 & 118.747 & 141.825438356164 & -23.0784383561644 \tabularnewline
135 & 106.516 & 141.825438356164 & -35.3094383561644 \tabularnewline
136 & 110.453 & 141.825438356164 & -31.3724383561644 \tabularnewline
137 & 113.4 & 141.825438356164 & -28.4254383561644 \tabularnewline
138 & 113.166 & 141.825438356164 & -28.6594383561644 \tabularnewline
139 & 112.239 & 141.825438356164 & -29.5864383561644 \tabularnewline
140 & 116.15 & 141.825438356164 & -25.6754383561644 \tabularnewline
141 & 170.368 & 141.825438356164 & 28.5425616438356 \tabularnewline
142 & 208.083 & 141.825438356164 & 66.2575616438356 \tabularnewline
143 & 198.458 & 193.747296296296 & 4.7107037037037 \tabularnewline
144 & 202.805 & 141.825438356164 & 60.9795616438356 \tabularnewline
145 & 202.544 & 193.747296296296 & 8.79670370370371 \tabularnewline
146 & 223.361 & 141.825438356164 & 81.5355616438356 \tabularnewline
147 & 169.774 & 193.747296296296 & -23.9732962962963 \tabularnewline
148 & 183.52 & 193.747296296296 & -10.2272962962963 \tabularnewline
149 & 188.62 & 193.747296296296 & -5.12729629629629 \tabularnewline
150 & 202.632 & 193.747296296296 & 8.88470370370371 \tabularnewline
151 & 186.695 & 193.747296296296 & -7.0522962962963 \tabularnewline
152 & 192.818 & 193.747296296296 & -0.929296296296286 \tabularnewline
153 & 198.116 & 193.747296296296 & 4.36870370370372 \tabularnewline
154 & 121.345 & 141.825438356164 & -20.4804383561644 \tabularnewline
155 & 119.1 & 141.825438356164 & -22.7254383561644 \tabularnewline
156 & 117.87 & 141.825438356164 & -23.9554383561644 \tabularnewline
157 & 122.336 & 141.825438356164 & -19.4894383561644 \tabularnewline
158 & 117.963 & 141.825438356164 & -23.8624383561644 \tabularnewline
159 & 126.144 & 141.825438356164 & -15.6814383561644 \tabularnewline
160 & 127.93 & 141.825438356164 & -13.8954383561644 \tabularnewline
161 & 114.238 & 141.825438356164 & -27.5874383561644 \tabularnewline
162 & 115.322 & 141.825438356164 & -26.5034383561644 \tabularnewline
163 & 114.554 & 141.825438356164 & -27.2714383561644 \tabularnewline
164 & 112.15 & 141.825438356164 & -29.6754383561644 \tabularnewline
165 & 102.273 & 141.825438356164 & -39.5524383561644 \tabularnewline
166 & 236.2 & 170.279081081081 & 65.9209189189189 \tabularnewline
167 & 237.323 & 239.46825 & -2.14525 \tabularnewline
168 & 260.105 & 239.46825 & 20.63675 \tabularnewline
169 & 197.569 & 170.279081081081 & 27.2899189189189 \tabularnewline
170 & 240.301 & 239.46825 & 0.832749999999976 \tabularnewline
171 & 244.99 & 239.46825 & 5.52175 \tabularnewline
172 & 112.547 & 111.587571428571 & 0.959428571428575 \tabularnewline
173 & 110.739 & 111.587571428571 & -0.848571428571418 \tabularnewline
174 & 113.715 & 111.587571428571 & 2.12742857142858 \tabularnewline
175 & 117.004 & 111.587571428571 & 5.41642857142858 \tabularnewline
176 & 115.38 & 119.453214285714 & -4.07321428571429 \tabularnewline
177 & 116.388 & 119.453214285714 & -3.06521428571428 \tabularnewline
178 & 151.737 & 170.279081081081 & -18.5420810810811 \tabularnewline
179 & 148.79 & 143.284285714286 & 5.50571428571428 \tabularnewline
180 & 148.143 & 143.284285714286 & 4.85871428571429 \tabularnewline
181 & 150.44 & 143.284285714286 & 7.15571428571428 \tabularnewline
182 & 148.462 & 143.284285714286 & 5.17771428571427 \tabularnewline
183 & 149.818 & 143.284285714286 & 6.5337142857143 \tabularnewline
184 & 117.226 & 141.825438356164 & -24.5994383561644 \tabularnewline
185 & 116.848 & 141.825438356164 & -24.9774383561644 \tabularnewline
186 & 116.286 & 141.825438356164 & -25.5394383561644 \tabularnewline
187 & 116.556 & 141.825438356164 & -25.2694383561644 \tabularnewline
188 & 116.342 & 141.825438356164 & -25.4834383561644 \tabularnewline
189 & 114.563 & 141.825438356164 & -27.2624383561644 \tabularnewline
190 & 201.774 & 141.825438356164 & 59.9485616438356 \tabularnewline
191 & 174.188 & 170.279081081081 & 3.90891891891891 \tabularnewline
192 & 209.516 & 170.279081081081 & 39.2369189189189 \tabularnewline
193 & 174.688 & 170.279081081081 & 4.40891891891891 \tabularnewline
194 & 198.764 & 170.279081081081 & 28.4849189189189 \tabularnewline
195 & 214.289 & 170.279081081081 & 44.0099189189189 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=231526&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]119.992[/C][C]98.0586363636364[/C][C]21.9333636363636[/C][/ROW]
[ROW][C]2[/C][C]122.4[/C][C]119.453214285714[/C][C]2.94678571428572[/C][/ROW]
[ROW][C]3[/C][C]116.682[/C][C]119.453214285714[/C][C]-2.77121428571428[/C][/ROW]
[ROW][C]4[/C][C]116.676[/C][C]119.453214285714[/C][C]-2.77721428571428[/C][/ROW]
[ROW][C]5[/C][C]116.014[/C][C]119.453214285714[/C][C]-3.43921428571429[/C][/ROW]
[ROW][C]6[/C][C]120.552[/C][C]119.453214285714[/C][C]1.09878571428573[/C][/ROW]
[ROW][C]7[/C][C]120.267[/C][C]119.453214285714[/C][C]0.813785714285714[/C][/ROW]
[ROW][C]8[/C][C]107.332[/C][C]111.587571428571[/C][C]-4.25557142857143[/C][/ROW]
[ROW][C]9[/C][C]95.73[/C][C]98.0586363636364[/C][C]-2.32863636363636[/C][/ROW]
[ROW][C]10[/C][C]95.056[/C][C]98.0586363636364[/C][C]-3.00263636363637[/C][/ROW]
[ROW][C]11[/C][C]88.333[/C][C]98.0586363636364[/C][C]-9.72563636363637[/C][/ROW]
[ROW][C]12[/C][C]91.904[/C][C]98.0586363636364[/C][C]-6.15463636363637[/C][/ROW]
[ROW][C]13[/C][C]136.926[/C][C]170.279081081081[/C][C]-33.3530810810811[/C][/ROW]
[ROW][C]14[/C][C]139.173[/C][C]170.279081081081[/C][C]-31.1060810810811[/C][/ROW]
[ROW][C]15[/C][C]152.845[/C][C]141.825438356164[/C][C]11.0195616438356[/C][/ROW]
[ROW][C]16[/C][C]142.167[/C][C]141.825438356164[/C][C]0.341561643835604[/C][/ROW]
[ROW][C]17[/C][C]144.188[/C][C]141.825438356164[/C][C]2.36256164383559[/C][/ROW]
[ROW][C]18[/C][C]168.778[/C][C]141.825438356164[/C][C]26.9525616438356[/C][/ROW]
[ROW][C]19[/C][C]153.046[/C][C]141.825438356164[/C][C]11.2205616438356[/C][/ROW]
[ROW][C]20[/C][C]156.405[/C][C]141.825438356164[/C][C]14.5795616438356[/C][/ROW]
[ROW][C]21[/C][C]153.848[/C][C]141.825438356164[/C][C]12.0225616438356[/C][/ROW]
[ROW][C]22[/C][C]153.88[/C][C]141.825438356164[/C][C]12.0545616438356[/C][/ROW]
[ROW][C]23[/C][C]167.93[/C][C]141.825438356164[/C][C]26.1045616438356[/C][/ROW]
[ROW][C]24[/C][C]173.917[/C][C]141.825438356164[/C][C]32.0915616438356[/C][/ROW]
[ROW][C]25[/C][C]163.656[/C][C]170.279081081081[/C][C]-6.62308108108107[/C][/ROW]
[ROW][C]26[/C][C]104.4[/C][C]141.825438356164[/C][C]-37.4254383561644[/C][/ROW]
[ROW][C]27[/C][C]171.041[/C][C]170.279081081081[/C][C]0.761918918918923[/C][/ROW]
[ROW][C]28[/C][C]146.845[/C][C]170.279081081081[/C][C]-23.4340810810811[/C][/ROW]
[ROW][C]29[/C][C]155.358[/C][C]141.825438356164[/C][C]13.5325616438356[/C][/ROW]
[ROW][C]30[/C][C]162.568[/C][C]170.279081081081[/C][C]-7.71108108108106[/C][/ROW]
[ROW][C]31[/C][C]197.076[/C][C]193.747296296296[/C][C]3.3287037037037[/C][/ROW]
[ROW][C]32[/C][C]199.228[/C][C]193.747296296296[/C][C]5.48070370370371[/C][/ROW]
[ROW][C]33[/C][C]198.383[/C][C]193.747296296296[/C][C]4.63570370370371[/C][/ROW]
[ROW][C]34[/C][C]202.266[/C][C]193.747296296296[/C][C]8.51870370370369[/C][/ROW]
[ROW][C]35[/C][C]203.184[/C][C]193.747296296296[/C][C]9.4367037037037[/C][/ROW]
[ROW][C]36[/C][C]201.464[/C][C]193.747296296296[/C][C]7.7167037037037[/C][/ROW]
[ROW][C]37[/C][C]177.876[/C][C]193.747296296296[/C][C]-15.8712962962963[/C][/ROW]
[ROW][C]38[/C][C]176.17[/C][C]193.747296296296[/C][C]-17.5772962962963[/C][/ROW]
[ROW][C]39[/C][C]180.198[/C][C]193.747296296296[/C][C]-13.5492962962963[/C][/ROW]
[ROW][C]40[/C][C]187.733[/C][C]193.747296296296[/C][C]-6.01429629629629[/C][/ROW]
[ROW][C]41[/C][C]186.163[/C][C]193.747296296296[/C][C]-7.58429629629629[/C][/ROW]
[ROW][C]42[/C][C]184.055[/C][C]193.747296296296[/C][C]-9.69229629629629[/C][/ROW]
[ROW][C]43[/C][C]237.226[/C][C]239.46825[/C][C]-2.24225000000001[/C][/ROW]
[ROW][C]44[/C][C]241.404[/C][C]239.46825[/C][C]1.93574999999998[/C][/ROW]
[ROW][C]45[/C][C]243.439[/C][C]239.46825[/C][C]3.97074999999998[/C][/ROW]
[ROW][C]46[/C][C]242.852[/C][C]239.46825[/C][C]3.38374999999999[/C][/ROW]
[ROW][C]47[/C][C]245.51[/C][C]239.46825[/C][C]6.04174999999998[/C][/ROW]
[ROW][C]48[/C][C]252.455[/C][C]193.747296296296[/C][C]58.7077037037037[/C][/ROW]
[ROW][C]49[/C][C]122.188[/C][C]141.825438356164[/C][C]-19.6374383561644[/C][/ROW]
[ROW][C]50[/C][C]122.964[/C][C]119.453214285714[/C][C]3.51078571428572[/C][/ROW]
[ROW][C]51[/C][C]124.445[/C][C]119.453214285714[/C][C]4.99178571428571[/C][/ROW]
[ROW][C]52[/C][C]126.344[/C][C]119.453214285714[/C][C]6.89078571428571[/C][/ROW]
[ROW][C]53[/C][C]128.001[/C][C]143.284285714286[/C][C]-15.2832857142857[/C][/ROW]
[ROW][C]54[/C][C]129.336[/C][C]143.284285714286[/C][C]-13.9482857142857[/C][/ROW]
[ROW][C]55[/C][C]108.807[/C][C]111.587571428571[/C][C]-2.78057142857142[/C][/ROW]
[ROW][C]56[/C][C]109.86[/C][C]111.587571428571[/C][C]-1.72757142857142[/C][/ROW]
[ROW][C]57[/C][C]110.417[/C][C]111.587571428571[/C][C]-1.17057142857142[/C][/ROW]
[ROW][C]58[/C][C]117.274[/C][C]119.453214285714[/C][C]-2.17921428571428[/C][/ROW]
[ROW][C]59[/C][C]116.879[/C][C]119.453214285714[/C][C]-2.57421428571428[/C][/ROW]
[ROW][C]60[/C][C]114.847[/C][C]111.587571428571[/C][C]3.25942857142857[/C][/ROW]
[ROW][C]61[/C][C]209.144[/C][C]170.279081081081[/C][C]38.8649189189189[/C][/ROW]
[ROW][C]62[/C][C]223.365[/C][C]170.279081081081[/C][C]53.0859189189189[/C][/ROW]
[ROW][C]63[/C][C]222.236[/C][C]239.46825[/C][C]-17.23225[/C][/ROW]
[ROW][C]64[/C][C]228.832[/C][C]239.46825[/C][C]-10.63625[/C][/ROW]
[ROW][C]65[/C][C]229.401[/C][C]239.46825[/C][C]-10.06725[/C][/ROW]
[ROW][C]66[/C][C]228.969[/C][C]170.279081081081[/C][C]58.6899189189189[/C][/ROW]
[ROW][C]67[/C][C]140.341[/C][C]170.279081081081[/C][C]-29.9380810810811[/C][/ROW]
[ROW][C]68[/C][C]136.969[/C][C]141.825438356164[/C][C]-4.8564383561644[/C][/ROW]
[ROW][C]69[/C][C]143.533[/C][C]141.825438356164[/C][C]1.70756164383559[/C][/ROW]
[ROW][C]70[/C][C]148.09[/C][C]141.825438356164[/C][C]6.26456164383561[/C][/ROW]
[ROW][C]71[/C][C]142.729[/C][C]141.825438356164[/C][C]0.903561643835616[/C][/ROW]
[ROW][C]72[/C][C]136.358[/C][C]141.825438356164[/C][C]-5.46743835616439[/C][/ROW]
[ROW][C]73[/C][C]120.08[/C][C]119.453214285714[/C][C]0.626785714285717[/C][/ROW]
[ROW][C]74[/C][C]112.014[/C][C]111.587571428571[/C][C]0.426428571428573[/C][/ROW]
[ROW][C]75[/C][C]110.793[/C][C]111.587571428571[/C][C]-0.794571428571416[/C][/ROW]
[ROW][C]76[/C][C]110.707[/C][C]111.587571428571[/C][C]-0.880571428571429[/C][/ROW]
[ROW][C]77[/C][C]112.876[/C][C]111.587571428571[/C][C]1.28842857142858[/C][/ROW]
[ROW][C]78[/C][C]110.568[/C][C]111.587571428571[/C][C]-1.01957142857142[/C][/ROW]
[ROW][C]79[/C][C]95.385[/C][C]98.0586363636364[/C][C]-2.67363636363636[/C][/ROW]
[ROW][C]80[/C][C]100.77[/C][C]98.0586363636364[/C][C]2.71136363636363[/C][/ROW]
[ROW][C]81[/C][C]96.106[/C][C]98.0586363636364[/C][C]-1.95263636363637[/C][/ROW]
[ROW][C]82[/C][C]95.605[/C][C]98.0586363636364[/C][C]-2.45363636363636[/C][/ROW]
[ROW][C]83[/C][C]100.96[/C][C]98.0586363636364[/C][C]2.90136363636363[/C][/ROW]
[ROW][C]84[/C][C]98.804[/C][C]98.0586363636364[/C][C]0.745363636363635[/C][/ROW]
[ROW][C]85[/C][C]176.858[/C][C]141.825438356164[/C][C]35.0325616438356[/C][/ROW]
[ROW][C]86[/C][C]180.978[/C][C]193.747296296296[/C][C]-12.7692962962963[/C][/ROW]
[ROW][C]87[/C][C]178.222[/C][C]141.825438356164[/C][C]36.3965616438356[/C][/ROW]
[ROW][C]88[/C][C]176.281[/C][C]141.825438356164[/C][C]34.4555616438356[/C][/ROW]
[ROW][C]89[/C][C]173.898[/C][C]141.825438356164[/C][C]32.0725616438356[/C][/ROW]
[ROW][C]90[/C][C]179.711[/C][C]141.825438356164[/C][C]37.8855616438356[/C][/ROW]
[ROW][C]91[/C][C]166.605[/C][C]141.825438356164[/C][C]24.7795616438356[/C][/ROW]
[ROW][C]92[/C][C]151.955[/C][C]141.825438356164[/C][C]10.1295616438356[/C][/ROW]
[ROW][C]93[/C][C]148.272[/C][C]170.279081081081[/C][C]-22.0070810810811[/C][/ROW]
[ROW][C]94[/C][C]152.125[/C][C]170.279081081081[/C][C]-18.1540810810811[/C][/ROW]
[ROW][C]95[/C][C]157.821[/C][C]141.825438356164[/C][C]15.9955616438356[/C][/ROW]
[ROW][C]96[/C][C]157.447[/C][C]193.747296296296[/C][C]-36.3002962962963[/C][/ROW]
[ROW][C]97[/C][C]159.116[/C][C]170.279081081081[/C][C]-11.1630810810811[/C][/ROW]
[ROW][C]98[/C][C]125.036[/C][C]141.825438356164[/C][C]-16.7894383561644[/C][/ROW]
[ROW][C]99[/C][C]125.791[/C][C]141.825438356164[/C][C]-16.0344383561644[/C][/ROW]
[ROW][C]100[/C][C]126.512[/C][C]141.825438356164[/C][C]-15.3134383561644[/C][/ROW]
[ROW][C]101[/C][C]125.641[/C][C]141.825438356164[/C][C]-16.1844383561644[/C][/ROW]
[ROW][C]102[/C][C]128.451[/C][C]141.825438356164[/C][C]-13.3744383561644[/C][/ROW]
[ROW][C]103[/C][C]139.224[/C][C]141.825438356164[/C][C]-2.60143835616441[/C][/ROW]
[ROW][C]104[/C][C]150.258[/C][C]170.279081081081[/C][C]-20.0210810810811[/C][/ROW]
[ROW][C]105[/C][C]154.003[/C][C]170.279081081081[/C][C]-16.2760810810811[/C][/ROW]
[ROW][C]106[/C][C]149.689[/C][C]170.279081081081[/C][C]-20.5900810810811[/C][/ROW]
[ROW][C]107[/C][C]155.078[/C][C]170.279081081081[/C][C]-15.2010810810811[/C][/ROW]
[ROW][C]108[/C][C]151.884[/C][C]170.279081081081[/C][C]-18.3950810810811[/C][/ROW]
[ROW][C]109[/C][C]151.989[/C][C]170.279081081081[/C][C]-18.2900810810811[/C][/ROW]
[ROW][C]110[/C][C]193.03[/C][C]141.825438356164[/C][C]51.2045616438356[/C][/ROW]
[ROW][C]111[/C][C]200.714[/C][C]170.279081081081[/C][C]30.4349189189189[/C][/ROW]
[ROW][C]112[/C][C]208.519[/C][C]193.747296296296[/C][C]14.7717037037037[/C][/ROW]
[ROW][C]113[/C][C]204.664[/C][C]193.747296296296[/C][C]10.9167037037037[/C][/ROW]
[ROW][C]114[/C][C]210.141[/C][C]193.747296296296[/C][C]16.3937037037037[/C][/ROW]
[ROW][C]115[/C][C]206.327[/C][C]170.279081081081[/C][C]36.0479189189189[/C][/ROW]
[ROW][C]116[/C][C]151.872[/C][C]170.279081081081[/C][C]-18.4070810810811[/C][/ROW]
[ROW][C]117[/C][C]158.219[/C][C]170.279081081081[/C][C]-12.0600810810811[/C][/ROW]
[ROW][C]118[/C][C]170.756[/C][C]141.825438356164[/C][C]28.9305616438356[/C][/ROW]
[ROW][C]119[/C][C]178.285[/C][C]170.279081081081[/C][C]8.00591891891892[/C][/ROW]
[ROW][C]120[/C][C]217.116[/C][C]170.279081081081[/C][C]46.8369189189189[/C][/ROW]
[ROW][C]121[/C][C]128.94[/C][C]141.825438356164[/C][C]-12.8854383561644[/C][/ROW]
[ROW][C]122[/C][C]176.824[/C][C]170.279081081081[/C][C]6.54491891891894[/C][/ROW]
[ROW][C]123[/C][C]138.19[/C][C]141.825438356164[/C][C]-3.6354383561644[/C][/ROW]
[ROW][C]124[/C][C]182.018[/C][C]141.825438356164[/C][C]40.1925616438356[/C][/ROW]
[ROW][C]125[/C][C]156.239[/C][C]141.825438356164[/C][C]14.4135616438356[/C][/ROW]
[ROW][C]126[/C][C]145.174[/C][C]141.825438356164[/C][C]3.34856164383561[/C][/ROW]
[ROW][C]127[/C][C]138.145[/C][C]141.825438356164[/C][C]-3.68043835616439[/C][/ROW]
[ROW][C]128[/C][C]166.888[/C][C]141.825438356164[/C][C]25.0625616438356[/C][/ROW]
[ROW][C]129[/C][C]119.031[/C][C]170.279081081081[/C][C]-51.2480810810811[/C][/ROW]
[ROW][C]130[/C][C]120.078[/C][C]141.825438356164[/C][C]-21.7474383561644[/C][/ROW]
[ROW][C]131[/C][C]120.289[/C][C]170.279081081081[/C][C]-49.9900810810811[/C][/ROW]
[ROW][C]132[/C][C]120.256[/C][C]170.279081081081[/C][C]-50.0230810810811[/C][/ROW]
[ROW][C]133[/C][C]119.056[/C][C]141.825438356164[/C][C]-22.7694383561644[/C][/ROW]
[ROW][C]134[/C][C]118.747[/C][C]141.825438356164[/C][C]-23.0784383561644[/C][/ROW]
[ROW][C]135[/C][C]106.516[/C][C]141.825438356164[/C][C]-35.3094383561644[/C][/ROW]
[ROW][C]136[/C][C]110.453[/C][C]141.825438356164[/C][C]-31.3724383561644[/C][/ROW]
[ROW][C]137[/C][C]113.4[/C][C]141.825438356164[/C][C]-28.4254383561644[/C][/ROW]
[ROW][C]138[/C][C]113.166[/C][C]141.825438356164[/C][C]-28.6594383561644[/C][/ROW]
[ROW][C]139[/C][C]112.239[/C][C]141.825438356164[/C][C]-29.5864383561644[/C][/ROW]
[ROW][C]140[/C][C]116.15[/C][C]141.825438356164[/C][C]-25.6754383561644[/C][/ROW]
[ROW][C]141[/C][C]170.368[/C][C]141.825438356164[/C][C]28.5425616438356[/C][/ROW]
[ROW][C]142[/C][C]208.083[/C][C]141.825438356164[/C][C]66.2575616438356[/C][/ROW]
[ROW][C]143[/C][C]198.458[/C][C]193.747296296296[/C][C]4.7107037037037[/C][/ROW]
[ROW][C]144[/C][C]202.805[/C][C]141.825438356164[/C][C]60.9795616438356[/C][/ROW]
[ROW][C]145[/C][C]202.544[/C][C]193.747296296296[/C][C]8.79670370370371[/C][/ROW]
[ROW][C]146[/C][C]223.361[/C][C]141.825438356164[/C][C]81.5355616438356[/C][/ROW]
[ROW][C]147[/C][C]169.774[/C][C]193.747296296296[/C][C]-23.9732962962963[/C][/ROW]
[ROW][C]148[/C][C]183.52[/C][C]193.747296296296[/C][C]-10.2272962962963[/C][/ROW]
[ROW][C]149[/C][C]188.62[/C][C]193.747296296296[/C][C]-5.12729629629629[/C][/ROW]
[ROW][C]150[/C][C]202.632[/C][C]193.747296296296[/C][C]8.88470370370371[/C][/ROW]
[ROW][C]151[/C][C]186.695[/C][C]193.747296296296[/C][C]-7.0522962962963[/C][/ROW]
[ROW][C]152[/C][C]192.818[/C][C]193.747296296296[/C][C]-0.929296296296286[/C][/ROW]
[ROW][C]153[/C][C]198.116[/C][C]193.747296296296[/C][C]4.36870370370372[/C][/ROW]
[ROW][C]154[/C][C]121.345[/C][C]141.825438356164[/C][C]-20.4804383561644[/C][/ROW]
[ROW][C]155[/C][C]119.1[/C][C]141.825438356164[/C][C]-22.7254383561644[/C][/ROW]
[ROW][C]156[/C][C]117.87[/C][C]141.825438356164[/C][C]-23.9554383561644[/C][/ROW]
[ROW][C]157[/C][C]122.336[/C][C]141.825438356164[/C][C]-19.4894383561644[/C][/ROW]
[ROW][C]158[/C][C]117.963[/C][C]141.825438356164[/C][C]-23.8624383561644[/C][/ROW]
[ROW][C]159[/C][C]126.144[/C][C]141.825438356164[/C][C]-15.6814383561644[/C][/ROW]
[ROW][C]160[/C][C]127.93[/C][C]141.825438356164[/C][C]-13.8954383561644[/C][/ROW]
[ROW][C]161[/C][C]114.238[/C][C]141.825438356164[/C][C]-27.5874383561644[/C][/ROW]
[ROW][C]162[/C][C]115.322[/C][C]141.825438356164[/C][C]-26.5034383561644[/C][/ROW]
[ROW][C]163[/C][C]114.554[/C][C]141.825438356164[/C][C]-27.2714383561644[/C][/ROW]
[ROW][C]164[/C][C]112.15[/C][C]141.825438356164[/C][C]-29.6754383561644[/C][/ROW]
[ROW][C]165[/C][C]102.273[/C][C]141.825438356164[/C][C]-39.5524383561644[/C][/ROW]
[ROW][C]166[/C][C]236.2[/C][C]170.279081081081[/C][C]65.9209189189189[/C][/ROW]
[ROW][C]167[/C][C]237.323[/C][C]239.46825[/C][C]-2.14525[/C][/ROW]
[ROW][C]168[/C][C]260.105[/C][C]239.46825[/C][C]20.63675[/C][/ROW]
[ROW][C]169[/C][C]197.569[/C][C]170.279081081081[/C][C]27.2899189189189[/C][/ROW]
[ROW][C]170[/C][C]240.301[/C][C]239.46825[/C][C]0.832749999999976[/C][/ROW]
[ROW][C]171[/C][C]244.99[/C][C]239.46825[/C][C]5.52175[/C][/ROW]
[ROW][C]172[/C][C]112.547[/C][C]111.587571428571[/C][C]0.959428571428575[/C][/ROW]
[ROW][C]173[/C][C]110.739[/C][C]111.587571428571[/C][C]-0.848571428571418[/C][/ROW]
[ROW][C]174[/C][C]113.715[/C][C]111.587571428571[/C][C]2.12742857142858[/C][/ROW]
[ROW][C]175[/C][C]117.004[/C][C]111.587571428571[/C][C]5.41642857142858[/C][/ROW]
[ROW][C]176[/C][C]115.38[/C][C]119.453214285714[/C][C]-4.07321428571429[/C][/ROW]
[ROW][C]177[/C][C]116.388[/C][C]119.453214285714[/C][C]-3.06521428571428[/C][/ROW]
[ROW][C]178[/C][C]151.737[/C][C]170.279081081081[/C][C]-18.5420810810811[/C][/ROW]
[ROW][C]179[/C][C]148.79[/C][C]143.284285714286[/C][C]5.50571428571428[/C][/ROW]
[ROW][C]180[/C][C]148.143[/C][C]143.284285714286[/C][C]4.85871428571429[/C][/ROW]
[ROW][C]181[/C][C]150.44[/C][C]143.284285714286[/C][C]7.15571428571428[/C][/ROW]
[ROW][C]182[/C][C]148.462[/C][C]143.284285714286[/C][C]5.17771428571427[/C][/ROW]
[ROW][C]183[/C][C]149.818[/C][C]143.284285714286[/C][C]6.5337142857143[/C][/ROW]
[ROW][C]184[/C][C]117.226[/C][C]141.825438356164[/C][C]-24.5994383561644[/C][/ROW]
[ROW][C]185[/C][C]116.848[/C][C]141.825438356164[/C][C]-24.9774383561644[/C][/ROW]
[ROW][C]186[/C][C]116.286[/C][C]141.825438356164[/C][C]-25.5394383561644[/C][/ROW]
[ROW][C]187[/C][C]116.556[/C][C]141.825438356164[/C][C]-25.2694383561644[/C][/ROW]
[ROW][C]188[/C][C]116.342[/C][C]141.825438356164[/C][C]-25.4834383561644[/C][/ROW]
[ROW][C]189[/C][C]114.563[/C][C]141.825438356164[/C][C]-27.2624383561644[/C][/ROW]
[ROW][C]190[/C][C]201.774[/C][C]141.825438356164[/C][C]59.9485616438356[/C][/ROW]
[ROW][C]191[/C][C]174.188[/C][C]170.279081081081[/C][C]3.90891891891891[/C][/ROW]
[ROW][C]192[/C][C]209.516[/C][C]170.279081081081[/C][C]39.2369189189189[/C][/ROW]
[ROW][C]193[/C][C]174.688[/C][C]170.279081081081[/C][C]4.40891891891891[/C][/ROW]
[ROW][C]194[/C][C]198.764[/C][C]170.279081081081[/C][C]28.4849189189189[/C][/ROW]
[ROW][C]195[/C][C]214.289[/C][C]170.279081081081[/C][C]44.0099189189189[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=231526&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=231526&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
1119.99298.058636363636421.9333636363636
2122.4119.4532142857142.94678571428572
3116.682119.453214285714-2.77121428571428
4116.676119.453214285714-2.77721428571428
5116.014119.453214285714-3.43921428571429
6120.552119.4532142857141.09878571428573
7120.267119.4532142857140.813785714285714
8107.332111.587571428571-4.25557142857143
995.7398.0586363636364-2.32863636363636
1095.05698.0586363636364-3.00263636363637
1188.33398.0586363636364-9.72563636363637
1291.90498.0586363636364-6.15463636363637
13136.926170.279081081081-33.3530810810811
14139.173170.279081081081-31.1060810810811
15152.845141.82543835616411.0195616438356
16142.167141.8254383561640.341561643835604
17144.188141.8254383561642.36256164383559
18168.778141.82543835616426.9525616438356
19153.046141.82543835616411.2205616438356
20156.405141.82543835616414.5795616438356
21153.848141.82543835616412.0225616438356
22153.88141.82543835616412.0545616438356
23167.93141.82543835616426.1045616438356
24173.917141.82543835616432.0915616438356
25163.656170.279081081081-6.62308108108107
26104.4141.825438356164-37.4254383561644
27171.041170.2790810810810.761918918918923
28146.845170.279081081081-23.4340810810811
29155.358141.82543835616413.5325616438356
30162.568170.279081081081-7.71108108108106
31197.076193.7472962962963.3287037037037
32199.228193.7472962962965.48070370370371
33198.383193.7472962962964.63570370370371
34202.266193.7472962962968.51870370370369
35203.184193.7472962962969.4367037037037
36201.464193.7472962962967.7167037037037
37177.876193.747296296296-15.8712962962963
38176.17193.747296296296-17.5772962962963
39180.198193.747296296296-13.5492962962963
40187.733193.747296296296-6.01429629629629
41186.163193.747296296296-7.58429629629629
42184.055193.747296296296-9.69229629629629
43237.226239.46825-2.24225000000001
44241.404239.468251.93574999999998
45243.439239.468253.97074999999998
46242.852239.468253.38374999999999
47245.51239.468256.04174999999998
48252.455193.74729629629658.7077037037037
49122.188141.825438356164-19.6374383561644
50122.964119.4532142857143.51078571428572
51124.445119.4532142857144.99178571428571
52126.344119.4532142857146.89078571428571
53128.001143.284285714286-15.2832857142857
54129.336143.284285714286-13.9482857142857
55108.807111.587571428571-2.78057142857142
56109.86111.587571428571-1.72757142857142
57110.417111.587571428571-1.17057142857142
58117.274119.453214285714-2.17921428571428
59116.879119.453214285714-2.57421428571428
60114.847111.5875714285713.25942857142857
61209.144170.27908108108138.8649189189189
62223.365170.27908108108153.0859189189189
63222.236239.46825-17.23225
64228.832239.46825-10.63625
65229.401239.46825-10.06725
66228.969170.27908108108158.6899189189189
67140.341170.279081081081-29.9380810810811
68136.969141.825438356164-4.8564383561644
69143.533141.8254383561641.70756164383559
70148.09141.8254383561646.26456164383561
71142.729141.8254383561640.903561643835616
72136.358141.825438356164-5.46743835616439
73120.08119.4532142857140.626785714285717
74112.014111.5875714285710.426428571428573
75110.793111.587571428571-0.794571428571416
76110.707111.587571428571-0.880571428571429
77112.876111.5875714285711.28842857142858
78110.568111.587571428571-1.01957142857142
7995.38598.0586363636364-2.67363636363636
80100.7798.05863636363642.71136363636363
8196.10698.0586363636364-1.95263636363637
8295.60598.0586363636364-2.45363636363636
83100.9698.05863636363642.90136363636363
8498.80498.05863636363640.745363636363635
85176.858141.82543835616435.0325616438356
86180.978193.747296296296-12.7692962962963
87178.222141.82543835616436.3965616438356
88176.281141.82543835616434.4555616438356
89173.898141.82543835616432.0725616438356
90179.711141.82543835616437.8855616438356
91166.605141.82543835616424.7795616438356
92151.955141.82543835616410.1295616438356
93148.272170.279081081081-22.0070810810811
94152.125170.279081081081-18.1540810810811
95157.821141.82543835616415.9955616438356
96157.447193.747296296296-36.3002962962963
97159.116170.279081081081-11.1630810810811
98125.036141.825438356164-16.7894383561644
99125.791141.825438356164-16.0344383561644
100126.512141.825438356164-15.3134383561644
101125.641141.825438356164-16.1844383561644
102128.451141.825438356164-13.3744383561644
103139.224141.825438356164-2.60143835616441
104150.258170.279081081081-20.0210810810811
105154.003170.279081081081-16.2760810810811
106149.689170.279081081081-20.5900810810811
107155.078170.279081081081-15.2010810810811
108151.884170.279081081081-18.3950810810811
109151.989170.279081081081-18.2900810810811
110193.03141.82543835616451.2045616438356
111200.714170.27908108108130.4349189189189
112208.519193.74729629629614.7717037037037
113204.664193.74729629629610.9167037037037
114210.141193.74729629629616.3937037037037
115206.327170.27908108108136.0479189189189
116151.872170.279081081081-18.4070810810811
117158.219170.279081081081-12.0600810810811
118170.756141.82543835616428.9305616438356
119178.285170.2790810810818.00591891891892
120217.116170.27908108108146.8369189189189
121128.94141.825438356164-12.8854383561644
122176.824170.2790810810816.54491891891894
123138.19141.825438356164-3.6354383561644
124182.018141.82543835616440.1925616438356
125156.239141.82543835616414.4135616438356
126145.174141.8254383561643.34856164383561
127138.145141.825438356164-3.68043835616439
128166.888141.82543835616425.0625616438356
129119.031170.279081081081-51.2480810810811
130120.078141.825438356164-21.7474383561644
131120.289170.279081081081-49.9900810810811
132120.256170.279081081081-50.0230810810811
133119.056141.825438356164-22.7694383561644
134118.747141.825438356164-23.0784383561644
135106.516141.825438356164-35.3094383561644
136110.453141.825438356164-31.3724383561644
137113.4141.825438356164-28.4254383561644
138113.166141.825438356164-28.6594383561644
139112.239141.825438356164-29.5864383561644
140116.15141.825438356164-25.6754383561644
141170.368141.82543835616428.5425616438356
142208.083141.82543835616466.2575616438356
143198.458193.7472962962964.7107037037037
144202.805141.82543835616460.9795616438356
145202.544193.7472962962968.79670370370371
146223.361141.82543835616481.5355616438356
147169.774193.747296296296-23.9732962962963
148183.52193.747296296296-10.2272962962963
149188.62193.747296296296-5.12729629629629
150202.632193.7472962962968.88470370370371
151186.695193.747296296296-7.0522962962963
152192.818193.747296296296-0.929296296296286
153198.116193.7472962962964.36870370370372
154121.345141.825438356164-20.4804383561644
155119.1141.825438356164-22.7254383561644
156117.87141.825438356164-23.9554383561644
157122.336141.825438356164-19.4894383561644
158117.963141.825438356164-23.8624383561644
159126.144141.825438356164-15.6814383561644
160127.93141.825438356164-13.8954383561644
161114.238141.825438356164-27.5874383561644
162115.322141.825438356164-26.5034383561644
163114.554141.825438356164-27.2714383561644
164112.15141.825438356164-29.6754383561644
165102.273141.825438356164-39.5524383561644
166236.2170.27908108108165.9209189189189
167237.323239.46825-2.14525
168260.105239.4682520.63675
169197.569170.27908108108127.2899189189189
170240.301239.468250.832749999999976
171244.99239.468255.52175
172112.547111.5875714285710.959428571428575
173110.739111.587571428571-0.848571428571418
174113.715111.5875714285712.12742857142858
175117.004111.5875714285715.41642857142858
176115.38119.453214285714-4.07321428571429
177116.388119.453214285714-3.06521428571428
178151.737170.279081081081-18.5420810810811
179148.79143.2842857142865.50571428571428
180148.143143.2842857142864.85871428571429
181150.44143.2842857142867.15571428571428
182148.462143.2842857142865.17771428571427
183149.818143.2842857142866.5337142857143
184117.226141.825438356164-24.5994383561644
185116.848141.825438356164-24.9774383561644
186116.286141.825438356164-25.5394383561644
187116.556141.825438356164-25.2694383561644
188116.342141.825438356164-25.4834383561644
189114.563141.825438356164-27.2624383561644
190201.774141.82543835616459.9485616438356
191174.188170.2790810810813.90891891891891
192209.516170.27908108108139.2369189189189
193174.688170.2790810810814.40891891891891
194198.764170.27908108108128.4849189189189
195214.289170.27908108108144.0099189189189



Parameters (Session):
par1 = 1 ; par2 = none ; par3 = 3 ; par4 = no ;
Parameters (R input):
par1 = 1 ; par2 = none ; par3 = 3 ; par4 = no ;
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')
}