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 computationTue, 03 Dec 2013 03:51:44 -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/03/t1386060725m5ecnvc37xna50w.htm/, Retrieved Fri, 29 Mar 2024 09:55:36 +0000
Statistical Computations at FreeStatistics.org, Office for Research Development and Education, URL https://freestatistics.org/blog/index.php?pk=230177, Retrieved Fri, 29 Mar 2024 09:55:36 +0000
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Original text written by user:
IsPrivate?No (this computation is public)
User-defined keywords
Estimated Impact118
Family? (F = Feedback message, R = changed R code, M = changed R Module, P = changed Parameters, D = changed Data)
-       [Recursive Partitioning (Regression Trees)] [wss12] [2013-12-03 08:51:44] [e931f330ae8eb739e69629b6955c783c] [Current]
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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 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 1
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 0
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 1
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 0
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 1
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 0
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 1
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 0
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 1
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 0
      
  




Summary of computational transaction
Raw Inputview raw input (R code)
Raw Outputview raw output of R engine
Computing time26 seconds
R Server'Gwilym Jenkins' @ jenkins.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 & 'Gwilym Jenkins' @ jenkins.wessa.net \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=230177&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]'Gwilym Jenkins' @ jenkins.wessa.net[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=230177&T=0

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=230177&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'Gwilym Jenkins' @ jenkins.wessa.net







Goodness of Fit
Correlation0.9679
R-squared0.9369
RMSE0.0226

\begin{tabular}{lllllllll}
\hline
Goodness of Fit \tabularnewline
Correlation & 0.9679 \tabularnewline
R-squared & 0.9369 \tabularnewline
RMSE & 0.0226 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=230177&T=1

[TABLE]
[ROW][C]Goodness of Fit[/C][/ROW]
[ROW][C]Correlation[/C][C]0.9679[/C][/ROW]
[ROW][C]R-squared[/C][C]0.9369[/C][/ROW]
[ROW][C]RMSE[/C][C]0.0226[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=230177&T=1

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=230177&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
Correlation0.9679
R-squared0.9369
RMSE0.0226







Actuals, Predictions, and Residuals
#ActualsForecastsResiduals
10.2846540.2546033214285710.0300506785714286
20.3686740.3263157931034480.0423582068965517
30.3326340.3263157931034480.00631820689655171
40.3689750.3263157931034480.0426592068965517
50.4103350.440619571428571-0.0302845714285714
60.3577750.3263157931034480.0314592068965517
70.2117560.2165405-0.0047845
80.1637550.1681295-0.0043745
90.2315710.2269563750.00461462500000001
100.2713620.2546033214285710.0167586785714285
110.249740.254603321428571-0.00486332142857146
120.2759310.2546033214285710.0213276785714285
130.1385120.12478560.0137264
140.1998890.1883531363636360.0115358636363636
150.17010.16812950.00197049999999999
160.2345890.2269563750.007632625
170.2181640.226956375-0.00879237499999999
180.4307880.3263157931034480.104472206896552
190.3774290.3263157931034480.0511132068965517
200.3221110.326315793103448-0.00420479310344829
210.3653910.3263157931034480.0390752068965518
220.2597650.2546033214285710.00516167857142857
230.2856950.326315793103448-0.0406207931034483
240.2535560.254603321428571-0.00104732142857145
250.2159610.2165405-0.000579500000000011
260.2195140.21654050.00297349999999999
270.1474030.152658466666667-0.00525546666666665
280.1629990.1526584666666670.0103405333333333
290.1085140.1063872222222220.00212677777777778
300.1352420.12478560.0104564
310.0855690.06593257142857140.0196364285714286
320.0685010.06593257142857140.00256842857142858
330.096320.106387222222222-0.0100672222222222
340.0561410.0659325714285714-0.00979157142857142
350.0445390.0659325714285714-0.0213935714285714
360.057610.0659325714285714-0.00832257142857142
370.1658270.1681295-0.00230250000000001
380.1732180.16812950.0050885
390.1419290.12478560.0171434
400.1606910.1681295-0.00743850000000001
410.1305540.12478560.00576840000000001
420.115730.1063872222222220.00934277777777778
430.0950320.09502563636363646.36363636363768e-06
440.1173990.1247856-0.00738659999999999
450.091470.0950256363636364-0.00355563636363637
460.1027060.09502563636363640.00768036363636364
470.0973360.09502563636363640.00231036363636364
480.0863980.0950256363636364-0.00862763636363637
490.1338670.12478560.00908140000000002
500.1288720.12478560.00408639999999999
510.1035610.1247856-0.0212246
520.1059930.1247856-0.0187926
530.1193080.1063872222222220.0129207777777778
540.1474910.12478560.0227054
550.31670.326315793103448-0.00961579310344829
560.3448340.3263157931034480.0185182068965517
570.3350410.3263157931034480.00872520689655171
580.3144640.326315793103448-0.0118517931034482
590.3261970.326315793103448-0.000118793103448256
600.3163950.326315793103448-0.00992079310344829
610.1015160.106387222222222-0.00487122222222222
620.0985550.09502563636363640.00352936363636364
630.1032240.106387222222222-0.00316322222222222
640.0935340.0950256363636364-0.00149163636363636
650.0735810.06593257142857140.00764842857142857
660.0915460.0950256363636364-0.00347963636363637
670.2261560.226956375-0.000800374999999992
680.2262470.226956375-0.000709374999999984
690.185580.188353136363636-0.00277313636363638
700.1419580.152658466666667-0.0107004666666667
710.1808280.188353136363636-0.00752513636363639
720.2429810.254603321428571-0.0116223214285714
730.188180.188353136363636-0.000173136363636389
740.2254610.226956375-0.00149537499999999
750.2445120.254603321428571-0.0100913214285714
760.2286240.2269563750.00166762500000001
770.1939180.1883531363636360.00556486363636363
780.2327440.2269563750.00578762500000002
790.2600150.2546033214285710.00541167857142855
800.2779480.2546033214285710.0233446785714285
810.3279780.3263157931034480.00166220689655172
820.2606330.2546033214285710.00602967857142855
830.2646660.2546033214285710.0100626785714286
840.1772750.16812950.00914549999999997
850.2421190.254603321428571-0.0124843214285714
860.2004230.1883531363636360.0120698636363636
870.1446140.152658466666667-0.00804446666666667
880.2209680.21654050.0044275
890.1940520.1883531363636360.00569886363636363
900.3320860.3263157931034480.00577020689655172
910.3019520.326315793103448-0.0243637931034483
920.134120.152658466666667-0.0185384666666667
930.1864890.188353136363636-0.00186413636363639
940.1608090.1681295-0.00732050000000001
950.1608120.1526584666666670.00815353333333335
960.1649160.1526584666666670.0122575333333333
970.1517090.152658466666667-0.000949466666666648
980.3406230.3263157931034480.0143072068965517
990.2603750.2546033214285710.00577167857142857
1000.3784830.3263157931034480.0521672068965517
1010.3709610.440619571428571-0.0696585714285715
1020.3568810.3263157931034480.0305652068965517
1030.4447740.4406195714285710.00415442857142856
1040.1139420.1247856-0.0108436
1050.0931930.106387222222222-0.0131942222222222
1060.1128780.1063872222222220.00649077777777779
1070.1068020.1063872222222220.000414777777777778
1080.1053060.1247856-0.0194796
1090.115130.1247856-0.0096556
1100.1856680.188353136363636-0.00268513636363638
1110.232520.254603321428571-0.0220833214285714
1120.136390.12478560.0116044
1130.2681440.2546033214285710.0135406785714285
1140.1778070.188353136363636-0.0105461363636364
1150.1155150.1247856-0.00927059999999999
1160.2744070.2546033214285710.0198036785714286
1170.1701060.16812950.00197649999999999
1180.282780.326315793103448-0.0435357931034483
1190.2519720.254603321428571-0.00263132142857148
1200.2206570.21654050.0041165
1210.1524280.152658466666667-0.000230466666666651
1220.2348090.254603321428571-0.0197943214285715
1230.2298920.2269563750.00293562500000003
1240.2155580.226956375-0.011398375
1250.1819880.188353136363636-0.00636513636363636
1260.2227160.21654050.0061755
1270.2140750.2165405-0.00246550000000001
1280.1965350.1883531363636360.00818186363636361
1290.1128560.1247856-0.0119296
1300.1835720.188353136363636-0.00478113636363636
1310.1699230.16812950.00179349999999998
1320.1706330.16812950.00250349999999999
1330.2322090.2269563750.00525262500000001
1340.1414220.12478560.0166364
1350.243080.254603321428571-0.0115233214285715
1360.2283190.2269563750.00136262500000001
1370.2594510.326315793103448-0.0668647931034483
1380.2743870.2546033214285710.0197836785714285
1390.2091910.1883531363636360.0208378636363636
1400.1849850.188353136363636-0.00336813636363636
1410.2772270.2546033214285710.0226236785714286
1420.2317230.2269563750.00476662500000002
1430.2098630.2165405-0.0066775
1440.1890320.1883531363636360.00067886363636363
1450.1597770.1681295-0.00835250000000001
1460.2328610.2269563750.00590462500000002
1470.4575330.4406195714285710.0169134285714286
1480.3360850.3263157931034480.00976920689655175
1490.4186460.440619571428571-0.0219735714285714
1500.2701730.2546033214285710.0155696785714285
1510.3014870.326315793103448-0.0248287931034483
1520.5273670.4406195714285710.0867474285714286
1530.4547210.4406195714285710.0141014285714285
1540.1685810.254603321428571-0.0860223214285714
1550.2474550.326315793103448-0.0788607931034483
1560.2062560.326315793103448-0.120059793103448
1570.2205460.226956375-0.006410375
1580.2613050.326315793103448-0.0650107931034483
1590.2497030.254603321428571-0.00490032142857144
1600.2166380.226956375-0.010318375
1610.2449480.254603321428571-0.00965532142857145
1620.2382810.254603321428571-0.0163223214285715
1630.220520.21654050.0039795
1640.2123860.2165405-0.00415450000000001
1650.3672330.3263157931034480.0409172068965517
1660.1196520.1247856-0.0051336
1670.0916040.0950256363636364-0.00342163636363636
1680.0755870.06593257142857140.00965442857142858
1690.2028790.1883531363636360.0145258636363636
1700.1008810.09502563636363640.00585536363636363
1710.096220.09502563636363640.00119436363636363
1720.1603760.1526584666666670.00771753333333333
1730.1741520.16812950.00602249999999999
1740.1796770.188353136363636-0.00867613636363637
1750.1631180.1681295-0.0050115
1760.1840670.188353136363636-0.00428613636363637
1770.1744290.16812950.00629949999999999
1780.1327030.12478560.00791739999999999
1790.1603060.1526584666666670.00764753333333335
1800.192730.1883531363636360.00437686363636364
1810.1441050.152658466666667-0.00855346666666665
1820.197710.1883531363636360.00935686363636362
1830.1563680.1526584666666670.00370953333333335
1840.2157240.2165405-0.000816499999999998
1850.2524040.254603321428571-0.00219932142857143
1860.2143460.2165405-0.00219449999999999
1870.1206050.1247856-0.00418059999999999
1880.1388680.152658466666667-0.0137904666666667
1890.1217770.1247856-0.0030086
1900.1128380.1247856-0.0119476
1910.133050.12478560.00826440000000001
1920.1688950.1526584666666670.0162365333333333
1930.1317280.12478560.00694240000000002
1940.1233060.1247856-0.0014796
1950.1485690.188353136363636-0.0397841363636364

\begin{tabular}{lllllllll}
\hline
Actuals, Predictions, and Residuals \tabularnewline
# & Actuals & Forecasts & Residuals \tabularnewline
1 & 0.284654 & 0.254603321428571 & 0.0300506785714286 \tabularnewline
2 & 0.368674 & 0.326315793103448 & 0.0423582068965517 \tabularnewline
3 & 0.332634 & 0.326315793103448 & 0.00631820689655171 \tabularnewline
4 & 0.368975 & 0.326315793103448 & 0.0426592068965517 \tabularnewline
5 & 0.410335 & 0.440619571428571 & -0.0302845714285714 \tabularnewline
6 & 0.357775 & 0.326315793103448 & 0.0314592068965517 \tabularnewline
7 & 0.211756 & 0.2165405 & -0.0047845 \tabularnewline
8 & 0.163755 & 0.1681295 & -0.0043745 \tabularnewline
9 & 0.231571 & 0.226956375 & 0.00461462500000001 \tabularnewline
10 & 0.271362 & 0.254603321428571 & 0.0167586785714285 \tabularnewline
11 & 0.24974 & 0.254603321428571 & -0.00486332142857146 \tabularnewline
12 & 0.275931 & 0.254603321428571 & 0.0213276785714285 \tabularnewline
13 & 0.138512 & 0.1247856 & 0.0137264 \tabularnewline
14 & 0.199889 & 0.188353136363636 & 0.0115358636363636 \tabularnewline
15 & 0.1701 & 0.1681295 & 0.00197049999999999 \tabularnewline
16 & 0.234589 & 0.226956375 & 0.007632625 \tabularnewline
17 & 0.218164 & 0.226956375 & -0.00879237499999999 \tabularnewline
18 & 0.430788 & 0.326315793103448 & 0.104472206896552 \tabularnewline
19 & 0.377429 & 0.326315793103448 & 0.0511132068965517 \tabularnewline
20 & 0.322111 & 0.326315793103448 & -0.00420479310344829 \tabularnewline
21 & 0.365391 & 0.326315793103448 & 0.0390752068965518 \tabularnewline
22 & 0.259765 & 0.254603321428571 & 0.00516167857142857 \tabularnewline
23 & 0.285695 & 0.326315793103448 & -0.0406207931034483 \tabularnewline
24 & 0.253556 & 0.254603321428571 & -0.00104732142857145 \tabularnewline
25 & 0.215961 & 0.2165405 & -0.000579500000000011 \tabularnewline
26 & 0.219514 & 0.2165405 & 0.00297349999999999 \tabularnewline
27 & 0.147403 & 0.152658466666667 & -0.00525546666666665 \tabularnewline
28 & 0.162999 & 0.152658466666667 & 0.0103405333333333 \tabularnewline
29 & 0.108514 & 0.106387222222222 & 0.00212677777777778 \tabularnewline
30 & 0.135242 & 0.1247856 & 0.0104564 \tabularnewline
31 & 0.085569 & 0.0659325714285714 & 0.0196364285714286 \tabularnewline
32 & 0.068501 & 0.0659325714285714 & 0.00256842857142858 \tabularnewline
33 & 0.09632 & 0.106387222222222 & -0.0100672222222222 \tabularnewline
34 & 0.056141 & 0.0659325714285714 & -0.00979157142857142 \tabularnewline
35 & 0.044539 & 0.0659325714285714 & -0.0213935714285714 \tabularnewline
36 & 0.05761 & 0.0659325714285714 & -0.00832257142857142 \tabularnewline
37 & 0.165827 & 0.1681295 & -0.00230250000000001 \tabularnewline
38 & 0.173218 & 0.1681295 & 0.0050885 \tabularnewline
39 & 0.141929 & 0.1247856 & 0.0171434 \tabularnewline
40 & 0.160691 & 0.1681295 & -0.00743850000000001 \tabularnewline
41 & 0.130554 & 0.1247856 & 0.00576840000000001 \tabularnewline
42 & 0.11573 & 0.106387222222222 & 0.00934277777777778 \tabularnewline
43 & 0.095032 & 0.0950256363636364 & 6.36363636363768e-06 \tabularnewline
44 & 0.117399 & 0.1247856 & -0.00738659999999999 \tabularnewline
45 & 0.09147 & 0.0950256363636364 & -0.00355563636363637 \tabularnewline
46 & 0.102706 & 0.0950256363636364 & 0.00768036363636364 \tabularnewline
47 & 0.097336 & 0.0950256363636364 & 0.00231036363636364 \tabularnewline
48 & 0.086398 & 0.0950256363636364 & -0.00862763636363637 \tabularnewline
49 & 0.133867 & 0.1247856 & 0.00908140000000002 \tabularnewline
50 & 0.128872 & 0.1247856 & 0.00408639999999999 \tabularnewline
51 & 0.103561 & 0.1247856 & -0.0212246 \tabularnewline
52 & 0.105993 & 0.1247856 & -0.0187926 \tabularnewline
53 & 0.119308 & 0.106387222222222 & 0.0129207777777778 \tabularnewline
54 & 0.147491 & 0.1247856 & 0.0227054 \tabularnewline
55 & 0.3167 & 0.326315793103448 & -0.00961579310344829 \tabularnewline
56 & 0.344834 & 0.326315793103448 & 0.0185182068965517 \tabularnewline
57 & 0.335041 & 0.326315793103448 & 0.00872520689655171 \tabularnewline
58 & 0.314464 & 0.326315793103448 & -0.0118517931034482 \tabularnewline
59 & 0.326197 & 0.326315793103448 & -0.000118793103448256 \tabularnewline
60 & 0.316395 & 0.326315793103448 & -0.00992079310344829 \tabularnewline
61 & 0.101516 & 0.106387222222222 & -0.00487122222222222 \tabularnewline
62 & 0.098555 & 0.0950256363636364 & 0.00352936363636364 \tabularnewline
63 & 0.103224 & 0.106387222222222 & -0.00316322222222222 \tabularnewline
64 & 0.093534 & 0.0950256363636364 & -0.00149163636363636 \tabularnewline
65 & 0.073581 & 0.0659325714285714 & 0.00764842857142857 \tabularnewline
66 & 0.091546 & 0.0950256363636364 & -0.00347963636363637 \tabularnewline
67 & 0.226156 & 0.226956375 & -0.000800374999999992 \tabularnewline
68 & 0.226247 & 0.226956375 & -0.000709374999999984 \tabularnewline
69 & 0.18558 & 0.188353136363636 & -0.00277313636363638 \tabularnewline
70 & 0.141958 & 0.152658466666667 & -0.0107004666666667 \tabularnewline
71 & 0.180828 & 0.188353136363636 & -0.00752513636363639 \tabularnewline
72 & 0.242981 & 0.254603321428571 & -0.0116223214285714 \tabularnewline
73 & 0.18818 & 0.188353136363636 & -0.000173136363636389 \tabularnewline
74 & 0.225461 & 0.226956375 & -0.00149537499999999 \tabularnewline
75 & 0.244512 & 0.254603321428571 & -0.0100913214285714 \tabularnewline
76 & 0.228624 & 0.226956375 & 0.00166762500000001 \tabularnewline
77 & 0.193918 & 0.188353136363636 & 0.00556486363636363 \tabularnewline
78 & 0.232744 & 0.226956375 & 0.00578762500000002 \tabularnewline
79 & 0.260015 & 0.254603321428571 & 0.00541167857142855 \tabularnewline
80 & 0.277948 & 0.254603321428571 & 0.0233446785714285 \tabularnewline
81 & 0.327978 & 0.326315793103448 & 0.00166220689655172 \tabularnewline
82 & 0.260633 & 0.254603321428571 & 0.00602967857142855 \tabularnewline
83 & 0.264666 & 0.254603321428571 & 0.0100626785714286 \tabularnewline
84 & 0.177275 & 0.1681295 & 0.00914549999999997 \tabularnewline
85 & 0.242119 & 0.254603321428571 & -0.0124843214285714 \tabularnewline
86 & 0.200423 & 0.188353136363636 & 0.0120698636363636 \tabularnewline
87 & 0.144614 & 0.152658466666667 & -0.00804446666666667 \tabularnewline
88 & 0.220968 & 0.2165405 & 0.0044275 \tabularnewline
89 & 0.194052 & 0.188353136363636 & 0.00569886363636363 \tabularnewline
90 & 0.332086 & 0.326315793103448 & 0.00577020689655172 \tabularnewline
91 & 0.301952 & 0.326315793103448 & -0.0243637931034483 \tabularnewline
92 & 0.13412 & 0.152658466666667 & -0.0185384666666667 \tabularnewline
93 & 0.186489 & 0.188353136363636 & -0.00186413636363639 \tabularnewline
94 & 0.160809 & 0.1681295 & -0.00732050000000001 \tabularnewline
95 & 0.160812 & 0.152658466666667 & 0.00815353333333335 \tabularnewline
96 & 0.164916 & 0.152658466666667 & 0.0122575333333333 \tabularnewline
97 & 0.151709 & 0.152658466666667 & -0.000949466666666648 \tabularnewline
98 & 0.340623 & 0.326315793103448 & 0.0143072068965517 \tabularnewline
99 & 0.260375 & 0.254603321428571 & 0.00577167857142857 \tabularnewline
100 & 0.378483 & 0.326315793103448 & 0.0521672068965517 \tabularnewline
101 & 0.370961 & 0.440619571428571 & -0.0696585714285715 \tabularnewline
102 & 0.356881 & 0.326315793103448 & 0.0305652068965517 \tabularnewline
103 & 0.444774 & 0.440619571428571 & 0.00415442857142856 \tabularnewline
104 & 0.113942 & 0.1247856 & -0.0108436 \tabularnewline
105 & 0.093193 & 0.106387222222222 & -0.0131942222222222 \tabularnewline
106 & 0.112878 & 0.106387222222222 & 0.00649077777777779 \tabularnewline
107 & 0.106802 & 0.106387222222222 & 0.000414777777777778 \tabularnewline
108 & 0.105306 & 0.1247856 & -0.0194796 \tabularnewline
109 & 0.11513 & 0.1247856 & -0.0096556 \tabularnewline
110 & 0.185668 & 0.188353136363636 & -0.00268513636363638 \tabularnewline
111 & 0.23252 & 0.254603321428571 & -0.0220833214285714 \tabularnewline
112 & 0.13639 & 0.1247856 & 0.0116044 \tabularnewline
113 & 0.268144 & 0.254603321428571 & 0.0135406785714285 \tabularnewline
114 & 0.177807 & 0.188353136363636 & -0.0105461363636364 \tabularnewline
115 & 0.115515 & 0.1247856 & -0.00927059999999999 \tabularnewline
116 & 0.274407 & 0.254603321428571 & 0.0198036785714286 \tabularnewline
117 & 0.170106 & 0.1681295 & 0.00197649999999999 \tabularnewline
118 & 0.28278 & 0.326315793103448 & -0.0435357931034483 \tabularnewline
119 & 0.251972 & 0.254603321428571 & -0.00263132142857148 \tabularnewline
120 & 0.220657 & 0.2165405 & 0.0041165 \tabularnewline
121 & 0.152428 & 0.152658466666667 & -0.000230466666666651 \tabularnewline
122 & 0.234809 & 0.254603321428571 & -0.0197943214285715 \tabularnewline
123 & 0.229892 & 0.226956375 & 0.00293562500000003 \tabularnewline
124 & 0.215558 & 0.226956375 & -0.011398375 \tabularnewline
125 & 0.181988 & 0.188353136363636 & -0.00636513636363636 \tabularnewline
126 & 0.222716 & 0.2165405 & 0.0061755 \tabularnewline
127 & 0.214075 & 0.2165405 & -0.00246550000000001 \tabularnewline
128 & 0.196535 & 0.188353136363636 & 0.00818186363636361 \tabularnewline
129 & 0.112856 & 0.1247856 & -0.0119296 \tabularnewline
130 & 0.183572 & 0.188353136363636 & -0.00478113636363636 \tabularnewline
131 & 0.169923 & 0.1681295 & 0.00179349999999998 \tabularnewline
132 & 0.170633 & 0.1681295 & 0.00250349999999999 \tabularnewline
133 & 0.232209 & 0.226956375 & 0.00525262500000001 \tabularnewline
134 & 0.141422 & 0.1247856 & 0.0166364 \tabularnewline
135 & 0.24308 & 0.254603321428571 & -0.0115233214285715 \tabularnewline
136 & 0.228319 & 0.226956375 & 0.00136262500000001 \tabularnewline
137 & 0.259451 & 0.326315793103448 & -0.0668647931034483 \tabularnewline
138 & 0.274387 & 0.254603321428571 & 0.0197836785714285 \tabularnewline
139 & 0.209191 & 0.188353136363636 & 0.0208378636363636 \tabularnewline
140 & 0.184985 & 0.188353136363636 & -0.00336813636363636 \tabularnewline
141 & 0.277227 & 0.254603321428571 & 0.0226236785714286 \tabularnewline
142 & 0.231723 & 0.226956375 & 0.00476662500000002 \tabularnewline
143 & 0.209863 & 0.2165405 & -0.0066775 \tabularnewline
144 & 0.189032 & 0.188353136363636 & 0.00067886363636363 \tabularnewline
145 & 0.159777 & 0.1681295 & -0.00835250000000001 \tabularnewline
146 & 0.232861 & 0.226956375 & 0.00590462500000002 \tabularnewline
147 & 0.457533 & 0.440619571428571 & 0.0169134285714286 \tabularnewline
148 & 0.336085 & 0.326315793103448 & 0.00976920689655175 \tabularnewline
149 & 0.418646 & 0.440619571428571 & -0.0219735714285714 \tabularnewline
150 & 0.270173 & 0.254603321428571 & 0.0155696785714285 \tabularnewline
151 & 0.301487 & 0.326315793103448 & -0.0248287931034483 \tabularnewline
152 & 0.527367 & 0.440619571428571 & 0.0867474285714286 \tabularnewline
153 & 0.454721 & 0.440619571428571 & 0.0141014285714285 \tabularnewline
154 & 0.168581 & 0.254603321428571 & -0.0860223214285714 \tabularnewline
155 & 0.247455 & 0.326315793103448 & -0.0788607931034483 \tabularnewline
156 & 0.206256 & 0.326315793103448 & -0.120059793103448 \tabularnewline
157 & 0.220546 & 0.226956375 & -0.006410375 \tabularnewline
158 & 0.261305 & 0.326315793103448 & -0.0650107931034483 \tabularnewline
159 & 0.249703 & 0.254603321428571 & -0.00490032142857144 \tabularnewline
160 & 0.216638 & 0.226956375 & -0.010318375 \tabularnewline
161 & 0.244948 & 0.254603321428571 & -0.00965532142857145 \tabularnewline
162 & 0.238281 & 0.254603321428571 & -0.0163223214285715 \tabularnewline
163 & 0.22052 & 0.2165405 & 0.0039795 \tabularnewline
164 & 0.212386 & 0.2165405 & -0.00415450000000001 \tabularnewline
165 & 0.367233 & 0.326315793103448 & 0.0409172068965517 \tabularnewline
166 & 0.119652 & 0.1247856 & -0.0051336 \tabularnewline
167 & 0.091604 & 0.0950256363636364 & -0.00342163636363636 \tabularnewline
168 & 0.075587 & 0.0659325714285714 & 0.00965442857142858 \tabularnewline
169 & 0.202879 & 0.188353136363636 & 0.0145258636363636 \tabularnewline
170 & 0.100881 & 0.0950256363636364 & 0.00585536363636363 \tabularnewline
171 & 0.09622 & 0.0950256363636364 & 0.00119436363636363 \tabularnewline
172 & 0.160376 & 0.152658466666667 & 0.00771753333333333 \tabularnewline
173 & 0.174152 & 0.1681295 & 0.00602249999999999 \tabularnewline
174 & 0.179677 & 0.188353136363636 & -0.00867613636363637 \tabularnewline
175 & 0.163118 & 0.1681295 & -0.0050115 \tabularnewline
176 & 0.184067 & 0.188353136363636 & -0.00428613636363637 \tabularnewline
177 & 0.174429 & 0.1681295 & 0.00629949999999999 \tabularnewline
178 & 0.132703 & 0.1247856 & 0.00791739999999999 \tabularnewline
179 & 0.160306 & 0.152658466666667 & 0.00764753333333335 \tabularnewline
180 & 0.19273 & 0.188353136363636 & 0.00437686363636364 \tabularnewline
181 & 0.144105 & 0.152658466666667 & -0.00855346666666665 \tabularnewline
182 & 0.19771 & 0.188353136363636 & 0.00935686363636362 \tabularnewline
183 & 0.156368 & 0.152658466666667 & 0.00370953333333335 \tabularnewline
184 & 0.215724 & 0.2165405 & -0.000816499999999998 \tabularnewline
185 & 0.252404 & 0.254603321428571 & -0.00219932142857143 \tabularnewline
186 & 0.214346 & 0.2165405 & -0.00219449999999999 \tabularnewline
187 & 0.120605 & 0.1247856 & -0.00418059999999999 \tabularnewline
188 & 0.138868 & 0.152658466666667 & -0.0137904666666667 \tabularnewline
189 & 0.121777 & 0.1247856 & -0.0030086 \tabularnewline
190 & 0.112838 & 0.1247856 & -0.0119476 \tabularnewline
191 & 0.13305 & 0.1247856 & 0.00826440000000001 \tabularnewline
192 & 0.168895 & 0.152658466666667 & 0.0162365333333333 \tabularnewline
193 & 0.131728 & 0.1247856 & 0.00694240000000002 \tabularnewline
194 & 0.123306 & 0.1247856 & -0.0014796 \tabularnewline
195 & 0.148569 & 0.188353136363636 & -0.0397841363636364 \tabularnewline
\hline
\end{tabular}
%Source: https://freestatistics.org/blog/index.php?pk=230177&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]0.284654[/C][C]0.254603321428571[/C][C]0.0300506785714286[/C][/ROW]
[ROW][C]2[/C][C]0.368674[/C][C]0.326315793103448[/C][C]0.0423582068965517[/C][/ROW]
[ROW][C]3[/C][C]0.332634[/C][C]0.326315793103448[/C][C]0.00631820689655171[/C][/ROW]
[ROW][C]4[/C][C]0.368975[/C][C]0.326315793103448[/C][C]0.0426592068965517[/C][/ROW]
[ROW][C]5[/C][C]0.410335[/C][C]0.440619571428571[/C][C]-0.0302845714285714[/C][/ROW]
[ROW][C]6[/C][C]0.357775[/C][C]0.326315793103448[/C][C]0.0314592068965517[/C][/ROW]
[ROW][C]7[/C][C]0.211756[/C][C]0.2165405[/C][C]-0.0047845[/C][/ROW]
[ROW][C]8[/C][C]0.163755[/C][C]0.1681295[/C][C]-0.0043745[/C][/ROW]
[ROW][C]9[/C][C]0.231571[/C][C]0.226956375[/C][C]0.00461462500000001[/C][/ROW]
[ROW][C]10[/C][C]0.271362[/C][C]0.254603321428571[/C][C]0.0167586785714285[/C][/ROW]
[ROW][C]11[/C][C]0.24974[/C][C]0.254603321428571[/C][C]-0.00486332142857146[/C][/ROW]
[ROW][C]12[/C][C]0.275931[/C][C]0.254603321428571[/C][C]0.0213276785714285[/C][/ROW]
[ROW][C]13[/C][C]0.138512[/C][C]0.1247856[/C][C]0.0137264[/C][/ROW]
[ROW][C]14[/C][C]0.199889[/C][C]0.188353136363636[/C][C]0.0115358636363636[/C][/ROW]
[ROW][C]15[/C][C]0.1701[/C][C]0.1681295[/C][C]0.00197049999999999[/C][/ROW]
[ROW][C]16[/C][C]0.234589[/C][C]0.226956375[/C][C]0.007632625[/C][/ROW]
[ROW][C]17[/C][C]0.218164[/C][C]0.226956375[/C][C]-0.00879237499999999[/C][/ROW]
[ROW][C]18[/C][C]0.430788[/C][C]0.326315793103448[/C][C]0.104472206896552[/C][/ROW]
[ROW][C]19[/C][C]0.377429[/C][C]0.326315793103448[/C][C]0.0511132068965517[/C][/ROW]
[ROW][C]20[/C][C]0.322111[/C][C]0.326315793103448[/C][C]-0.00420479310344829[/C][/ROW]
[ROW][C]21[/C][C]0.365391[/C][C]0.326315793103448[/C][C]0.0390752068965518[/C][/ROW]
[ROW][C]22[/C][C]0.259765[/C][C]0.254603321428571[/C][C]0.00516167857142857[/C][/ROW]
[ROW][C]23[/C][C]0.285695[/C][C]0.326315793103448[/C][C]-0.0406207931034483[/C][/ROW]
[ROW][C]24[/C][C]0.253556[/C][C]0.254603321428571[/C][C]-0.00104732142857145[/C][/ROW]
[ROW][C]25[/C][C]0.215961[/C][C]0.2165405[/C][C]-0.000579500000000011[/C][/ROW]
[ROW][C]26[/C][C]0.219514[/C][C]0.2165405[/C][C]0.00297349999999999[/C][/ROW]
[ROW][C]27[/C][C]0.147403[/C][C]0.152658466666667[/C][C]-0.00525546666666665[/C][/ROW]
[ROW][C]28[/C][C]0.162999[/C][C]0.152658466666667[/C][C]0.0103405333333333[/C][/ROW]
[ROW][C]29[/C][C]0.108514[/C][C]0.106387222222222[/C][C]0.00212677777777778[/C][/ROW]
[ROW][C]30[/C][C]0.135242[/C][C]0.1247856[/C][C]0.0104564[/C][/ROW]
[ROW][C]31[/C][C]0.085569[/C][C]0.0659325714285714[/C][C]0.0196364285714286[/C][/ROW]
[ROW][C]32[/C][C]0.068501[/C][C]0.0659325714285714[/C][C]0.00256842857142858[/C][/ROW]
[ROW][C]33[/C][C]0.09632[/C][C]0.106387222222222[/C][C]-0.0100672222222222[/C][/ROW]
[ROW][C]34[/C][C]0.056141[/C][C]0.0659325714285714[/C][C]-0.00979157142857142[/C][/ROW]
[ROW][C]35[/C][C]0.044539[/C][C]0.0659325714285714[/C][C]-0.0213935714285714[/C][/ROW]
[ROW][C]36[/C][C]0.05761[/C][C]0.0659325714285714[/C][C]-0.00832257142857142[/C][/ROW]
[ROW][C]37[/C][C]0.165827[/C][C]0.1681295[/C][C]-0.00230250000000001[/C][/ROW]
[ROW][C]38[/C][C]0.173218[/C][C]0.1681295[/C][C]0.0050885[/C][/ROW]
[ROW][C]39[/C][C]0.141929[/C][C]0.1247856[/C][C]0.0171434[/C][/ROW]
[ROW][C]40[/C][C]0.160691[/C][C]0.1681295[/C][C]-0.00743850000000001[/C][/ROW]
[ROW][C]41[/C][C]0.130554[/C][C]0.1247856[/C][C]0.00576840000000001[/C][/ROW]
[ROW][C]42[/C][C]0.11573[/C][C]0.106387222222222[/C][C]0.00934277777777778[/C][/ROW]
[ROW][C]43[/C][C]0.095032[/C][C]0.0950256363636364[/C][C]6.36363636363768e-06[/C][/ROW]
[ROW][C]44[/C][C]0.117399[/C][C]0.1247856[/C][C]-0.00738659999999999[/C][/ROW]
[ROW][C]45[/C][C]0.09147[/C][C]0.0950256363636364[/C][C]-0.00355563636363637[/C][/ROW]
[ROW][C]46[/C][C]0.102706[/C][C]0.0950256363636364[/C][C]0.00768036363636364[/C][/ROW]
[ROW][C]47[/C][C]0.097336[/C][C]0.0950256363636364[/C][C]0.00231036363636364[/C][/ROW]
[ROW][C]48[/C][C]0.086398[/C][C]0.0950256363636364[/C][C]-0.00862763636363637[/C][/ROW]
[ROW][C]49[/C][C]0.133867[/C][C]0.1247856[/C][C]0.00908140000000002[/C][/ROW]
[ROW][C]50[/C][C]0.128872[/C][C]0.1247856[/C][C]0.00408639999999999[/C][/ROW]
[ROW][C]51[/C][C]0.103561[/C][C]0.1247856[/C][C]-0.0212246[/C][/ROW]
[ROW][C]52[/C][C]0.105993[/C][C]0.1247856[/C][C]-0.0187926[/C][/ROW]
[ROW][C]53[/C][C]0.119308[/C][C]0.106387222222222[/C][C]0.0129207777777778[/C][/ROW]
[ROW][C]54[/C][C]0.147491[/C][C]0.1247856[/C][C]0.0227054[/C][/ROW]
[ROW][C]55[/C][C]0.3167[/C][C]0.326315793103448[/C][C]-0.00961579310344829[/C][/ROW]
[ROW][C]56[/C][C]0.344834[/C][C]0.326315793103448[/C][C]0.0185182068965517[/C][/ROW]
[ROW][C]57[/C][C]0.335041[/C][C]0.326315793103448[/C][C]0.00872520689655171[/C][/ROW]
[ROW][C]58[/C][C]0.314464[/C][C]0.326315793103448[/C][C]-0.0118517931034482[/C][/ROW]
[ROW][C]59[/C][C]0.326197[/C][C]0.326315793103448[/C][C]-0.000118793103448256[/C][/ROW]
[ROW][C]60[/C][C]0.316395[/C][C]0.326315793103448[/C][C]-0.00992079310344829[/C][/ROW]
[ROW][C]61[/C][C]0.101516[/C][C]0.106387222222222[/C][C]-0.00487122222222222[/C][/ROW]
[ROW][C]62[/C][C]0.098555[/C][C]0.0950256363636364[/C][C]0.00352936363636364[/C][/ROW]
[ROW][C]63[/C][C]0.103224[/C][C]0.106387222222222[/C][C]-0.00316322222222222[/C][/ROW]
[ROW][C]64[/C][C]0.093534[/C][C]0.0950256363636364[/C][C]-0.00149163636363636[/C][/ROW]
[ROW][C]65[/C][C]0.073581[/C][C]0.0659325714285714[/C][C]0.00764842857142857[/C][/ROW]
[ROW][C]66[/C][C]0.091546[/C][C]0.0950256363636364[/C][C]-0.00347963636363637[/C][/ROW]
[ROW][C]67[/C][C]0.226156[/C][C]0.226956375[/C][C]-0.000800374999999992[/C][/ROW]
[ROW][C]68[/C][C]0.226247[/C][C]0.226956375[/C][C]-0.000709374999999984[/C][/ROW]
[ROW][C]69[/C][C]0.18558[/C][C]0.188353136363636[/C][C]-0.00277313636363638[/C][/ROW]
[ROW][C]70[/C][C]0.141958[/C][C]0.152658466666667[/C][C]-0.0107004666666667[/C][/ROW]
[ROW][C]71[/C][C]0.180828[/C][C]0.188353136363636[/C][C]-0.00752513636363639[/C][/ROW]
[ROW][C]72[/C][C]0.242981[/C][C]0.254603321428571[/C][C]-0.0116223214285714[/C][/ROW]
[ROW][C]73[/C][C]0.18818[/C][C]0.188353136363636[/C][C]-0.000173136363636389[/C][/ROW]
[ROW][C]74[/C][C]0.225461[/C][C]0.226956375[/C][C]-0.00149537499999999[/C][/ROW]
[ROW][C]75[/C][C]0.244512[/C][C]0.254603321428571[/C][C]-0.0100913214285714[/C][/ROW]
[ROW][C]76[/C][C]0.228624[/C][C]0.226956375[/C][C]0.00166762500000001[/C][/ROW]
[ROW][C]77[/C][C]0.193918[/C][C]0.188353136363636[/C][C]0.00556486363636363[/C][/ROW]
[ROW][C]78[/C][C]0.232744[/C][C]0.226956375[/C][C]0.00578762500000002[/C][/ROW]
[ROW][C]79[/C][C]0.260015[/C][C]0.254603321428571[/C][C]0.00541167857142855[/C][/ROW]
[ROW][C]80[/C][C]0.277948[/C][C]0.254603321428571[/C][C]0.0233446785714285[/C][/ROW]
[ROW][C]81[/C][C]0.327978[/C][C]0.326315793103448[/C][C]0.00166220689655172[/C][/ROW]
[ROW][C]82[/C][C]0.260633[/C][C]0.254603321428571[/C][C]0.00602967857142855[/C][/ROW]
[ROW][C]83[/C][C]0.264666[/C][C]0.254603321428571[/C][C]0.0100626785714286[/C][/ROW]
[ROW][C]84[/C][C]0.177275[/C][C]0.1681295[/C][C]0.00914549999999997[/C][/ROW]
[ROW][C]85[/C][C]0.242119[/C][C]0.254603321428571[/C][C]-0.0124843214285714[/C][/ROW]
[ROW][C]86[/C][C]0.200423[/C][C]0.188353136363636[/C][C]0.0120698636363636[/C][/ROW]
[ROW][C]87[/C][C]0.144614[/C][C]0.152658466666667[/C][C]-0.00804446666666667[/C][/ROW]
[ROW][C]88[/C][C]0.220968[/C][C]0.2165405[/C][C]0.0044275[/C][/ROW]
[ROW][C]89[/C][C]0.194052[/C][C]0.188353136363636[/C][C]0.00569886363636363[/C][/ROW]
[ROW][C]90[/C][C]0.332086[/C][C]0.326315793103448[/C][C]0.00577020689655172[/C][/ROW]
[ROW][C]91[/C][C]0.301952[/C][C]0.326315793103448[/C][C]-0.0243637931034483[/C][/ROW]
[ROW][C]92[/C][C]0.13412[/C][C]0.152658466666667[/C][C]-0.0185384666666667[/C][/ROW]
[ROW][C]93[/C][C]0.186489[/C][C]0.188353136363636[/C][C]-0.00186413636363639[/C][/ROW]
[ROW][C]94[/C][C]0.160809[/C][C]0.1681295[/C][C]-0.00732050000000001[/C][/ROW]
[ROW][C]95[/C][C]0.160812[/C][C]0.152658466666667[/C][C]0.00815353333333335[/C][/ROW]
[ROW][C]96[/C][C]0.164916[/C][C]0.152658466666667[/C][C]0.0122575333333333[/C][/ROW]
[ROW][C]97[/C][C]0.151709[/C][C]0.152658466666667[/C][C]-0.000949466666666648[/C][/ROW]
[ROW][C]98[/C][C]0.340623[/C][C]0.326315793103448[/C][C]0.0143072068965517[/C][/ROW]
[ROW][C]99[/C][C]0.260375[/C][C]0.254603321428571[/C][C]0.00577167857142857[/C][/ROW]
[ROW][C]100[/C][C]0.378483[/C][C]0.326315793103448[/C][C]0.0521672068965517[/C][/ROW]
[ROW][C]101[/C][C]0.370961[/C][C]0.440619571428571[/C][C]-0.0696585714285715[/C][/ROW]
[ROW][C]102[/C][C]0.356881[/C][C]0.326315793103448[/C][C]0.0305652068965517[/C][/ROW]
[ROW][C]103[/C][C]0.444774[/C][C]0.440619571428571[/C][C]0.00415442857142856[/C][/ROW]
[ROW][C]104[/C][C]0.113942[/C][C]0.1247856[/C][C]-0.0108436[/C][/ROW]
[ROW][C]105[/C][C]0.093193[/C][C]0.106387222222222[/C][C]-0.0131942222222222[/C][/ROW]
[ROW][C]106[/C][C]0.112878[/C][C]0.106387222222222[/C][C]0.00649077777777779[/C][/ROW]
[ROW][C]107[/C][C]0.106802[/C][C]0.106387222222222[/C][C]0.000414777777777778[/C][/ROW]
[ROW][C]108[/C][C]0.105306[/C][C]0.1247856[/C][C]-0.0194796[/C][/ROW]
[ROW][C]109[/C][C]0.11513[/C][C]0.1247856[/C][C]-0.0096556[/C][/ROW]
[ROW][C]110[/C][C]0.185668[/C][C]0.188353136363636[/C][C]-0.00268513636363638[/C][/ROW]
[ROW][C]111[/C][C]0.23252[/C][C]0.254603321428571[/C][C]-0.0220833214285714[/C][/ROW]
[ROW][C]112[/C][C]0.13639[/C][C]0.1247856[/C][C]0.0116044[/C][/ROW]
[ROW][C]113[/C][C]0.268144[/C][C]0.254603321428571[/C][C]0.0135406785714285[/C][/ROW]
[ROW][C]114[/C][C]0.177807[/C][C]0.188353136363636[/C][C]-0.0105461363636364[/C][/ROW]
[ROW][C]115[/C][C]0.115515[/C][C]0.1247856[/C][C]-0.00927059999999999[/C][/ROW]
[ROW][C]116[/C][C]0.274407[/C][C]0.254603321428571[/C][C]0.0198036785714286[/C][/ROW]
[ROW][C]117[/C][C]0.170106[/C][C]0.1681295[/C][C]0.00197649999999999[/C][/ROW]
[ROW][C]118[/C][C]0.28278[/C][C]0.326315793103448[/C][C]-0.0435357931034483[/C][/ROW]
[ROW][C]119[/C][C]0.251972[/C][C]0.254603321428571[/C][C]-0.00263132142857148[/C][/ROW]
[ROW][C]120[/C][C]0.220657[/C][C]0.2165405[/C][C]0.0041165[/C][/ROW]
[ROW][C]121[/C][C]0.152428[/C][C]0.152658466666667[/C][C]-0.000230466666666651[/C][/ROW]
[ROW][C]122[/C][C]0.234809[/C][C]0.254603321428571[/C][C]-0.0197943214285715[/C][/ROW]
[ROW][C]123[/C][C]0.229892[/C][C]0.226956375[/C][C]0.00293562500000003[/C][/ROW]
[ROW][C]124[/C][C]0.215558[/C][C]0.226956375[/C][C]-0.011398375[/C][/ROW]
[ROW][C]125[/C][C]0.181988[/C][C]0.188353136363636[/C][C]-0.00636513636363636[/C][/ROW]
[ROW][C]126[/C][C]0.222716[/C][C]0.2165405[/C][C]0.0061755[/C][/ROW]
[ROW][C]127[/C][C]0.214075[/C][C]0.2165405[/C][C]-0.00246550000000001[/C][/ROW]
[ROW][C]128[/C][C]0.196535[/C][C]0.188353136363636[/C][C]0.00818186363636361[/C][/ROW]
[ROW][C]129[/C][C]0.112856[/C][C]0.1247856[/C][C]-0.0119296[/C][/ROW]
[ROW][C]130[/C][C]0.183572[/C][C]0.188353136363636[/C][C]-0.00478113636363636[/C][/ROW]
[ROW][C]131[/C][C]0.169923[/C][C]0.1681295[/C][C]0.00179349999999998[/C][/ROW]
[ROW][C]132[/C][C]0.170633[/C][C]0.1681295[/C][C]0.00250349999999999[/C][/ROW]
[ROW][C]133[/C][C]0.232209[/C][C]0.226956375[/C][C]0.00525262500000001[/C][/ROW]
[ROW][C]134[/C][C]0.141422[/C][C]0.1247856[/C][C]0.0166364[/C][/ROW]
[ROW][C]135[/C][C]0.24308[/C][C]0.254603321428571[/C][C]-0.0115233214285715[/C][/ROW]
[ROW][C]136[/C][C]0.228319[/C][C]0.226956375[/C][C]0.00136262500000001[/C][/ROW]
[ROW][C]137[/C][C]0.259451[/C][C]0.326315793103448[/C][C]-0.0668647931034483[/C][/ROW]
[ROW][C]138[/C][C]0.274387[/C][C]0.254603321428571[/C][C]0.0197836785714285[/C][/ROW]
[ROW][C]139[/C][C]0.209191[/C][C]0.188353136363636[/C][C]0.0208378636363636[/C][/ROW]
[ROW][C]140[/C][C]0.184985[/C][C]0.188353136363636[/C][C]-0.00336813636363636[/C][/ROW]
[ROW][C]141[/C][C]0.277227[/C][C]0.254603321428571[/C][C]0.0226236785714286[/C][/ROW]
[ROW][C]142[/C][C]0.231723[/C][C]0.226956375[/C][C]0.00476662500000002[/C][/ROW]
[ROW][C]143[/C][C]0.209863[/C][C]0.2165405[/C][C]-0.0066775[/C][/ROW]
[ROW][C]144[/C][C]0.189032[/C][C]0.188353136363636[/C][C]0.00067886363636363[/C][/ROW]
[ROW][C]145[/C][C]0.159777[/C][C]0.1681295[/C][C]-0.00835250000000001[/C][/ROW]
[ROW][C]146[/C][C]0.232861[/C][C]0.226956375[/C][C]0.00590462500000002[/C][/ROW]
[ROW][C]147[/C][C]0.457533[/C][C]0.440619571428571[/C][C]0.0169134285714286[/C][/ROW]
[ROW][C]148[/C][C]0.336085[/C][C]0.326315793103448[/C][C]0.00976920689655175[/C][/ROW]
[ROW][C]149[/C][C]0.418646[/C][C]0.440619571428571[/C][C]-0.0219735714285714[/C][/ROW]
[ROW][C]150[/C][C]0.270173[/C][C]0.254603321428571[/C][C]0.0155696785714285[/C][/ROW]
[ROW][C]151[/C][C]0.301487[/C][C]0.326315793103448[/C][C]-0.0248287931034483[/C][/ROW]
[ROW][C]152[/C][C]0.527367[/C][C]0.440619571428571[/C][C]0.0867474285714286[/C][/ROW]
[ROW][C]153[/C][C]0.454721[/C][C]0.440619571428571[/C][C]0.0141014285714285[/C][/ROW]
[ROW][C]154[/C][C]0.168581[/C][C]0.254603321428571[/C][C]-0.0860223214285714[/C][/ROW]
[ROW][C]155[/C][C]0.247455[/C][C]0.326315793103448[/C][C]-0.0788607931034483[/C][/ROW]
[ROW][C]156[/C][C]0.206256[/C][C]0.326315793103448[/C][C]-0.120059793103448[/C][/ROW]
[ROW][C]157[/C][C]0.220546[/C][C]0.226956375[/C][C]-0.006410375[/C][/ROW]
[ROW][C]158[/C][C]0.261305[/C][C]0.326315793103448[/C][C]-0.0650107931034483[/C][/ROW]
[ROW][C]159[/C][C]0.249703[/C][C]0.254603321428571[/C][C]-0.00490032142857144[/C][/ROW]
[ROW][C]160[/C][C]0.216638[/C][C]0.226956375[/C][C]-0.010318375[/C][/ROW]
[ROW][C]161[/C][C]0.244948[/C][C]0.254603321428571[/C][C]-0.00965532142857145[/C][/ROW]
[ROW][C]162[/C][C]0.238281[/C][C]0.254603321428571[/C][C]-0.0163223214285715[/C][/ROW]
[ROW][C]163[/C][C]0.22052[/C][C]0.2165405[/C][C]0.0039795[/C][/ROW]
[ROW][C]164[/C][C]0.212386[/C][C]0.2165405[/C][C]-0.00415450000000001[/C][/ROW]
[ROW][C]165[/C][C]0.367233[/C][C]0.326315793103448[/C][C]0.0409172068965517[/C][/ROW]
[ROW][C]166[/C][C]0.119652[/C][C]0.1247856[/C][C]-0.0051336[/C][/ROW]
[ROW][C]167[/C][C]0.091604[/C][C]0.0950256363636364[/C][C]-0.00342163636363636[/C][/ROW]
[ROW][C]168[/C][C]0.075587[/C][C]0.0659325714285714[/C][C]0.00965442857142858[/C][/ROW]
[ROW][C]169[/C][C]0.202879[/C][C]0.188353136363636[/C][C]0.0145258636363636[/C][/ROW]
[ROW][C]170[/C][C]0.100881[/C][C]0.0950256363636364[/C][C]0.00585536363636363[/C][/ROW]
[ROW][C]171[/C][C]0.09622[/C][C]0.0950256363636364[/C][C]0.00119436363636363[/C][/ROW]
[ROW][C]172[/C][C]0.160376[/C][C]0.152658466666667[/C][C]0.00771753333333333[/C][/ROW]
[ROW][C]173[/C][C]0.174152[/C][C]0.1681295[/C][C]0.00602249999999999[/C][/ROW]
[ROW][C]174[/C][C]0.179677[/C][C]0.188353136363636[/C][C]-0.00867613636363637[/C][/ROW]
[ROW][C]175[/C][C]0.163118[/C][C]0.1681295[/C][C]-0.0050115[/C][/ROW]
[ROW][C]176[/C][C]0.184067[/C][C]0.188353136363636[/C][C]-0.00428613636363637[/C][/ROW]
[ROW][C]177[/C][C]0.174429[/C][C]0.1681295[/C][C]0.00629949999999999[/C][/ROW]
[ROW][C]178[/C][C]0.132703[/C][C]0.1247856[/C][C]0.00791739999999999[/C][/ROW]
[ROW][C]179[/C][C]0.160306[/C][C]0.152658466666667[/C][C]0.00764753333333335[/C][/ROW]
[ROW][C]180[/C][C]0.19273[/C][C]0.188353136363636[/C][C]0.00437686363636364[/C][/ROW]
[ROW][C]181[/C][C]0.144105[/C][C]0.152658466666667[/C][C]-0.00855346666666665[/C][/ROW]
[ROW][C]182[/C][C]0.19771[/C][C]0.188353136363636[/C][C]0.00935686363636362[/C][/ROW]
[ROW][C]183[/C][C]0.156368[/C][C]0.152658466666667[/C][C]0.00370953333333335[/C][/ROW]
[ROW][C]184[/C][C]0.215724[/C][C]0.2165405[/C][C]-0.000816499999999998[/C][/ROW]
[ROW][C]185[/C][C]0.252404[/C][C]0.254603321428571[/C][C]-0.00219932142857143[/C][/ROW]
[ROW][C]186[/C][C]0.214346[/C][C]0.2165405[/C][C]-0.00219449999999999[/C][/ROW]
[ROW][C]187[/C][C]0.120605[/C][C]0.1247856[/C][C]-0.00418059999999999[/C][/ROW]
[ROW][C]188[/C][C]0.138868[/C][C]0.152658466666667[/C][C]-0.0137904666666667[/C][/ROW]
[ROW][C]189[/C][C]0.121777[/C][C]0.1247856[/C][C]-0.0030086[/C][/ROW]
[ROW][C]190[/C][C]0.112838[/C][C]0.1247856[/C][C]-0.0119476[/C][/ROW]
[ROW][C]191[/C][C]0.13305[/C][C]0.1247856[/C][C]0.00826440000000001[/C][/ROW]
[ROW][C]192[/C][C]0.168895[/C][C]0.152658466666667[/C][C]0.0162365333333333[/C][/ROW]
[ROW][C]193[/C][C]0.131728[/C][C]0.1247856[/C][C]0.00694240000000002[/C][/ROW]
[ROW][C]194[/C][C]0.123306[/C][C]0.1247856[/C][C]-0.0014796[/C][/ROW]
[ROW][C]195[/C][C]0.148569[/C][C]0.188353136363636[/C][C]-0.0397841363636364[/C][/ROW]
[/TABLE]
Source: https://freestatistics.org/blog/index.php?pk=230177&T=2

Globally Unique Identifier (entire table): ba.freestatistics.org/blog/index.php?pk=230177&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
10.2846540.2546033214285710.0300506785714286
20.3686740.3263157931034480.0423582068965517
30.3326340.3263157931034480.00631820689655171
40.3689750.3263157931034480.0426592068965517
50.4103350.440619571428571-0.0302845714285714
60.3577750.3263157931034480.0314592068965517
70.2117560.2165405-0.0047845
80.1637550.1681295-0.0043745
90.2315710.2269563750.00461462500000001
100.2713620.2546033214285710.0167586785714285
110.249740.254603321428571-0.00486332142857146
120.2759310.2546033214285710.0213276785714285
130.1385120.12478560.0137264
140.1998890.1883531363636360.0115358636363636
150.17010.16812950.00197049999999999
160.2345890.2269563750.007632625
170.2181640.226956375-0.00879237499999999
180.4307880.3263157931034480.104472206896552
190.3774290.3263157931034480.0511132068965517
200.3221110.326315793103448-0.00420479310344829
210.3653910.3263157931034480.0390752068965518
220.2597650.2546033214285710.00516167857142857
230.2856950.326315793103448-0.0406207931034483
240.2535560.254603321428571-0.00104732142857145
250.2159610.2165405-0.000579500000000011
260.2195140.21654050.00297349999999999
270.1474030.152658466666667-0.00525546666666665
280.1629990.1526584666666670.0103405333333333
290.1085140.1063872222222220.00212677777777778
300.1352420.12478560.0104564
310.0855690.06593257142857140.0196364285714286
320.0685010.06593257142857140.00256842857142858
330.096320.106387222222222-0.0100672222222222
340.0561410.0659325714285714-0.00979157142857142
350.0445390.0659325714285714-0.0213935714285714
360.057610.0659325714285714-0.00832257142857142
370.1658270.1681295-0.00230250000000001
380.1732180.16812950.0050885
390.1419290.12478560.0171434
400.1606910.1681295-0.00743850000000001
410.1305540.12478560.00576840000000001
420.115730.1063872222222220.00934277777777778
430.0950320.09502563636363646.36363636363768e-06
440.1173990.1247856-0.00738659999999999
450.091470.0950256363636364-0.00355563636363637
460.1027060.09502563636363640.00768036363636364
470.0973360.09502563636363640.00231036363636364
480.0863980.0950256363636364-0.00862763636363637
490.1338670.12478560.00908140000000002
500.1288720.12478560.00408639999999999
510.1035610.1247856-0.0212246
520.1059930.1247856-0.0187926
530.1193080.1063872222222220.0129207777777778
540.1474910.12478560.0227054
550.31670.326315793103448-0.00961579310344829
560.3448340.3263157931034480.0185182068965517
570.3350410.3263157931034480.00872520689655171
580.3144640.326315793103448-0.0118517931034482
590.3261970.326315793103448-0.000118793103448256
600.3163950.326315793103448-0.00992079310344829
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Parameters (Session):
par1 = 22 ; par2 = none ; par4 = no ;
Parameters (R input):
par1 = 22 ; par2 = none ; par3 = ; 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')
}