| Multiple Linear Regression - Estimated Regression Equation |
| CW#characters[t] = + 8317.09923927105 -0.00667997480031154TimeRFCSEC[t] + 60.2271184038749`#Logins`[t] + 1.22429751064922`CW#revisions`[t] + 0.32161245643283`CW#seconds`[t] -63.1272035700772CWIncludedHyperlinks[t] + 205.582523702799CWIncludedBlogs[t] + e[t] |
| Multiple Linear Regression - Ordinary Least Squares | |||||
| Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
| (Intercept) | 8317.09923927105 | 2652.014136 | 3.1361 | 0.001893 | 0.000946 |
| TimeRFCSEC | -0.00667997480031154 | 0.040022 | -0.1669 | 0.867563 | 0.433782 |
| `#Logins` | 60.2271184038749 | 54.978973 | 1.0955 | 0.274251 | 0.137126 |
| `CW#revisions` | 1.22429751064922 | 0.298976 | 4.095 | 5.5e-05 | 2.8e-05 |
| `CW#seconds` | 0.32161245643283 | 0.079761 | 4.0322 | 7.1e-05 | 3.6e-05 |
| CWIncludedHyperlinks | -63.1272035700772 | 435.958988 | -0.1448 | 0.884972 | 0.442486 |
| CWIncludedBlogs | 205.582523702799 | 448.336979 | 0.4585 | 0.646914 | 0.323457 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.847043797723113 |
| R-squared | 0.717483195261194 |
| Adjusted R-squared | 0.711472199415687 |
| F-TEST (value) | 119.361785251864 |
| F-TEST (DF numerator) | 6 |
| F-TEST (DF denominator) | 282 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 21713.894350042 |
| Sum Squared Residuals | 132961084612.23 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 112285 | 107659.85619944 | 4625.14380055954 |
| 2 | 84786 | 79150.0701615136 | 5635.92983848643 |
| 3 | 83123 | 69355.8665113697 | 13767.1334886303 |
| 4 | 101193 | 101797.927628593 | -604.927628593165 |
| 5 | 38361 | 54465.2153142001 | -16104.2153142001 |
| 6 | 68504 | 39824.1723296494 | 28679.8276703506 |
| 7 | 119182 | 135054.21419507 | -15872.2141950697 |
| 8 | 22807 | 13651.9815070474 | 9155.01849295258 |
| 9 | 17140 | 28808.2317571133 | -11668.2317571133 |
| 10 | 116174 | 85913.9464432239 | 30260.0535567761 |
| 11 | 57635 | 67960.5657359085 | -10325.5657359085 |
| 12 | 66198 | 100139.020403564 | -33941.0204035638 |
| 13 | 71701 | 69447.8586420874 | 2253.14135791259 |
| 14 | 57793 | 49392.2348546163 | 8400.76514538366 |
| 15 | 80444 | 81662.3109092007 | -1218.31090920069 |
| 16 | 53855 | 64750.1799455619 | -10895.1799455619 |
| 17 | 97668 | 118769.246346688 | -21101.246346688 |
| 18 | 133824 | 108874.433376092 | 24949.566623908 |
| 19 | 101481 | 85488.9873081311 | 15992.0126918689 |
| 20 | 99645 | 86355.9215917022 | 13289.0784082978 |
| 21 | 114789 | 82615.956132473 | 32173.043867527 |
| 22 | 99052 | 110072.957526299 | -11020.9575262991 |
| 23 | 67654 | 88102.7541980497 | -20448.7541980497 |
| 24 | 65553 | 70288.8197342527 | -4735.81973425271 |
| 25 | 97500 | 69565.6679908211 | 27934.3320091789 |
| 26 | 69112 | 89463.6975010168 | -20351.6975010168 |
| 27 | 82753 | 87838.5677072372 | -5085.5677072372 |
| 28 | 85323 | 92824.3476397769 | -7501.34763977691 |
| 29 | 72654 | 97827.7961288293 | -25173.7961288293 |
| 30 | 30727 | 44018.7371936201 | -13291.7371936201 |
| 31 | 77873 | 101154.01853996 | -23281.0185399598 |
| 32 | 117478 | 120325.836562935 | -2847.83656293496 |
| 33 | 74007 | 66200.2262115752 | 7806.77378842482 |
| 34 | 90183 | 114695.651718267 | -24512.651718267 |
| 35 | 61542 | 25519.3665381788 | 36022.6334618212 |
| 36 | 101494 | 130744.769380371 | -29250.7693803711 |
| 37 | 27570 | 45196.8262052252 | -17626.8262052252 |
| 38 | 55813 | 52467.5564902103 | 3345.44350978972 |
| 39 | 79215 | 106823.318293016 | -27608.3182930163 |
| 40 | 1423 | 10651.6665803503 | -9228.6665803503 |
| 41 | 55461 | 70381.5081528971 | -14920.5081528971 |
| 42 | 31081 | 49407.7792405796 | -18326.7792405796 |
| 43 | 22996 | 38631.1951145277 | -15635.1951145277 |
| 44 | 83122 | 110971.625323634 | -27849.6253236336 |
| 45 | 70106 | 91567.816944962 | -21461.816944962 |
| 46 | 60578 | 61812.3862875596 | -1234.38628755958 |
| 47 | 39992 | 56554.8274372385 | -16562.8274372385 |
| 48 | 79892 | 82539.2562084648 | -2647.25620846484 |
| 49 | 49810 | 46680.6921433214 | 3129.30785667859 |
| 50 | 71570 | 51236.4938972372 | 20333.5061027628 |
| 51 | 100708 | 62644.6218149353 | 38063.3781850647 |
| 52 | 33032 | 41348.2370858234 | -8316.23708582341 |
| 53 | 82875 | 81433.6266511479 | 1441.37334885205 |
| 54 | 139077 | 108835.620299986 | 30241.3797000136 |
| 55 | 71595 | 78508.176203868 | -6913.17620386802 |
| 56 | 72260 | 93027.0954305905 | -20767.0954305905 |
| 57 | 5950 | 18736.3654419698 | -12786.3654419698 |
| 58 | 115762 | 110607.780834074 | 5154.21916592636 |
| 59 | 32551 | 24377.2952080118 | 8173.70479198821 |
| 60 | 31701 | 37703.6944293535 | -6002.69442935348 |
| 61 | 80670 | 88686.9470489887 | -8016.94704898875 |
| 62 | 143558 | 117613.867911936 | 25944.1320880638 |
| 63 | 117105 | 106337.513495207 | 10767.4865047932 |
| 64 | 23789 | 36977.2382473641 | -13188.2382473641 |
| 65 | 120733 | 142462.714059074 | -21729.7140590744 |
| 66 | 105195 | 135635.629371323 | -30440.6293713234 |
| 67 | 73107 | 60641.5217110392 | 12465.4782889608 |
| 68 | 132068 | 121892.83457621 | 10175.1654237901 |
| 69 | 149193 | 153081.184626149 | -3888.18462614856 |
| 70 | 46821 | 57617.7861390597 | -10796.7861390597 |
| 71 | 87011 | 82449.6950369922 | 4561.30496300779 |
| 72 | 95260 | 105043.182069995 | -9783.18206999502 |
| 73 | 55183 | 84809.678992184 | -29626.678992184 |
| 74 | 106671 | 72130.2408291463 | 34540.7591708537 |
| 75 | 73511 | 91660.5238657733 | -18149.5238657733 |
| 76 | 92945 | 79544.4189928526 | 13400.5810071474 |
| 77 | 78664 | 65625.2038812712 | 13038.7961187288 |
| 78 | 70054 | 68057.624227133 | 1996.37577286699 |
| 79 | 22618 | 24594.7615783612 | -1976.76157836124 |
| 80 | 74011 | 73206.6112076531 | 804.388792346856 |
| 81 | 83737 | 78542.271712678 | 5194.72828732196 |
| 82 | 69094 | 71854.5580513732 | -2760.55805137315 |
| 83 | 93133 | 85681.7067176329 | 7451.29328236715 |
| 84 | 95536 | 100637.640256697 | -5101.64025669736 |
| 85 | 225920 | 76874.833858573 | 149045.166141427 |
| 86 | 62133 | 63386.3065605973 | -1253.30656059734 |
| 87 | 61370 | 60858.858189148 | 511.141810852029 |
| 88 | 43836 | 52081.9721209599 | -8245.9721209599 |
| 89 | 106117 | 99815.6614814349 | 6301.3385185651 |
| 90 | 38692 | 50419.0409825283 | -11727.0409825283 |
| 91 | 84651 | 90847.6066892481 | -6196.60668924808 |
| 92 | 56622 | 45102.7685544686 | 11519.2314455314 |
| 93 | 15986 | 27686.6853820852 | -11700.6853820852 |
| 94 | 95364 | 85171.3343181249 | 10192.6656818751 |
| 95 | 26706 | 44008.279543095 | -17302.279543095 |
| 96 | 89691 | 79456.7879629135 | 10234.2120370865 |
| 97 | 67267 | 94264.912420343 | -26997.912420343 |
| 98 | 126846 | 97210.7877341399 | 29635.2122658601 |
| 99 | 41140 | 61756.0969006356 | -20616.0969006356 |
| 100 | 102860 | 91045.0881530418 | 11814.9118469582 |
| 101 | 51715 | 51415.3187344877 | 299.681265512289 |
| 102 | 55801 | 66202.4036807783 | -10401.4036807783 |
| 103 | 111813 | 105885.929917681 | 5927.07008231879 |
| 104 | 120293 | 84437.1715077665 | 35855.8284922335 |
| 105 | 138599 | 112080.335234819 | 26518.6647651808 |
| 106 | 161647 | 139377.959370211 | 22269.0406297895 |
| 107 | 115929 | 114526.590025232 | 1402.40997476753 |
| 108 | 24266 | 33678.1286063611 | -9412.12860636109 |
| 109 | 162901 | 158426.309781497 | 4474.69021850345 |
| 110 | 109825 | 96637.3759250895 | 13187.6240749105 |
| 111 | 129838 | 121934.207316776 | 7903.79268322406 |
| 112 | 37510 | 53856.0711838764 | -16346.0711838764 |
| 113 | 43750 | 31235.5062904241 | 12514.4937095759 |
| 114 | 40652 | 64413.5285791643 | -23761.5285791643 |
| 115 | 87771 | 121289.635868125 | -33518.6358681252 |
| 116 | 85872 | 99264.7682628108 | -13392.7682628108 |
| 117 | 89275 | 95206.968740022 | -5931.96874002196 |
| 118 | 44418 | 62249.6715730191 | -17831.6715730191 |
| 119 | 192565 | 95386.1460961151 | 97178.8539038849 |
| 120 | 35232 | 33750.1140957008 | 1481.88590429923 |
| 121 | 40909 | 60984.3676570714 | -20075.3676570714 |
| 122 | 13294 | 30007.860899605 | -16713.860899605 |
| 123 | 32387 | 47622.8458401849 | -15235.8458401849 |
| 124 | 140867 | 50115.9724858101 | 90751.0275141899 |
| 125 | 120662 | 97057.240369265 | 23604.759630735 |
| 126 | 21233 | 30462.7475878611 | -9229.74758786105 |
| 127 | 44332 | 35185.0711802901 | 9146.92881970985 |
| 128 | 61056 | 60008.3163997918 | 1047.68360020819 |
| 129 | 101338 | 87878.4608709966 | 13459.5391290034 |
| 130 | 1168 | 12503.0748483589 | -11335.0748483589 |
| 131 | 13497 | 11270.8947773771 | 2226.10522262292 |
| 132 | 65567 | 80158.6015227876 | -14591.6015227876 |
| 133 | 25162 | 25914.5000631334 | -752.500063133376 |
| 134 | 32334 | 43233.3362493907 | -10899.3362493907 |
| 135 | 40735 | 48746.7044917951 | -8011.70449179512 |
| 136 | 91413 | 133060.544506292 | -41647.5445062918 |
| 137 | 855 | 12253.4444699158 | -11398.4444699158 |
| 138 | 97068 | 72701.4144251151 | 24366.5855748849 |
| 139 | 44339 | 20791.8685653232 | 23547.1314346768 |
| 140 | 14116 | 23920.6375825868 | -9804.63758258682 |
| 141 | 10288 | 22296.5200721993 | -12008.5200721993 |
| 142 | 65622 | 62453.6476911437 | 3168.35230885628 |
| 143 | 16563 | 16735.3800954694 | -172.380095469445 |
| 144 | 76643 | 98010.3049333031 | -21367.3049333031 |
| 145 | 110681 | 68572.0764490078 | 42108.9235509922 |
| 146 | 29011 | 23051.3155308497 | 5959.68446915035 |
| 147 | 92696 | 27461.6837759605 | 65234.3162240395 |
| 148 | 94785 | 55135.9123163194 | 39649.0876836806 |
| 149 | 8773 | 19197.4185085132 | -10424.4185085132 |
| 150 | 83209 | 55716.9860319706 | 27492.0139680294 |
| 151 | 93815 | 106940.273272888 | -13125.2732728877 |
| 152 | 86687 | 90910.0850168096 | -4223.08501680963 |
| 153 | 34553 | 37232.0409406357 | -2679.04094063572 |
| 154 | 105547 | 126131.33065194 | -20584.3306519405 |
| 155 | 103487 | 108819.704619883 | -5332.70461988284 |
| 156 | 213688 | 162869.968859016 | 50818.0311409837 |
| 157 | 71220 | 75385.6155210181 | -4165.61552101809 |
| 158 | 23517 | 32262.2876405476 | -8745.28764054764 |
| 159 | 56926 | 42333.8620878087 | 14592.1379121913 |
| 160 | 91721 | 81497.386653082 | 10223.613346918 |
| 161 | 115168 | 121404.419502619 | -6236.41950261916 |
| 162 | 111194 | 13840.5360151711 | 97353.4639848289 |
| 163 | 51009 | 54703.3343455487 | -3694.33434554871 |
| 164 | 135777 | 113190.612946044 | 22586.3870539563 |
| 165 | 51513 | 53537.1378111561 | -2024.13781115608 |
| 166 | 74163 | 100482.630436694 | -26319.630436694 |
| 167 | 51633 | 71574.8932125349 | -19941.8932125349 |
| 168 | 75345 | 46082.9184324209 | 29262.0815675791 |
| 169 | 33416 | 58140.9027661645 | -24724.9027661645 |
| 170 | 83305 | 61462.7645916469 | 21842.2354083531 |
| 171 | 98952 | 77027.9401199357 | 21924.0598800643 |
| 172 | 102372 | 106251.801239693 | -3879.80123969296 |
| 173 | 37238 | 19967.7897681793 | 17270.2102318207 |
| 174 | 103772 | 105549.915751024 | -1777.91575102386 |
| 175 | 123969 | 61823.5916383871 | 62145.4083616129 |
| 176 | 27142 | 47027.8660335374 | -19885.8660335374 |
| 177 | 135400 | 103145.209060853 | 32254.7909391468 |
| 178 | 21399 | 27375.0407019905 | -5976.04070199046 |
| 179 | 130115 | 114609.171603112 | 15505.8283968875 |
| 180 | 24874 | 40067.8653607109 | -15193.8653607109 |
| 181 | 34988 | 29925.7862968905 | 5062.21370310947 |
| 182 | 45549 | 21091.747920642 | 24457.252079358 |
| 183 | 6023 | 14619.4897796074 | -8596.48977960737 |
| 184 | 64466 | 71905.6629028669 | -7439.66290286689 |
| 185 | 54990 | 102233.710621486 | -47243.7106214856 |
| 186 | 1644 | 11470.8319069777 | -9826.83190697765 |
| 187 | 6179 | 20536.9929700514 | -14357.9929700514 |
| 188 | 3926 | 14649.337598013 | -10723.337598013 |
| 189 | 32755 | 52046.1237555573 | -19291.1237555573 |
| 190 | 34777 | 19659.1683884407 | 15117.8316115593 |
| 191 | 73224 | 55212.7226916215 | 18011.2773083785 |
| 192 | 27114 | 30800.7471161798 | -3686.7471161798 |
| 193 | 20760 | 34920.7950873961 | -14160.7950873961 |
| 194 | 37636 | 27564.0905344288 | 10071.9094655712 |
| 195 | 65461 | 73595.3399977956 | -8134.33999779561 |
| 196 | 30080 | 45693.2910119141 | -15613.2910119141 |
| 197 | 24094 | 31847.6791964013 | -7753.6791964013 |
| 198 | 69008 | 37159.89417541 | 31848.10582459 |
| 199 | 54968 | 38103.176117299 | 16864.823882701 |
| 200 | 46090 | 39338.6697300726 | 6751.33026992741 |
| 201 | 27507 | 41643.6982974145 | -14136.6982974145 |
| 202 | 10672 | 20882.8959133211 | -10210.8959133211 |
| 203 | 34029 | 38652.0299523772 | -4623.02995237718 |
| 204 | 46300 | 48891.5120704456 | -2591.51207044563 |
| 205 | 24760 | 32941.7045964834 | -8181.70459648341 |
| 206 | 18779 | 17889.2276291165 | 889.772370883499 |
| 207 | 21280 | 32802.8668603399 | -11522.8668603399 |
| 208 | 40662 | 51605.0728113843 | -10943.0728113843 |
| 209 | 28987 | 42068.4477959869 | -13081.4477959868 |
| 210 | 22827 | 41149.9305265081 | -18322.9305265081 |
| 211 | 18513 | 36991.7454180959 | -18478.7454180959 |
| 212 | 30594 | 33760.6283536928 | -3166.62835369281 |
| 213 | 24006 | 27338.452942066 | -3332.45294206598 |
| 214 | 27913 | 41715.9637222433 | -13802.9637222433 |
| 215 | 42744 | 17205.9650040278 | 25538.0349959722 |
| 216 | 12934 | 26050.4441239407 | -13116.4441239407 |
| 217 | 22574 | 30320.8975615076 | -7746.8975615076 |
| 218 | 41385 | 28909.4122824928 | 12475.5877175072 |
| 219 | 18653 | 31751.8691226774 | -13098.8691226774 |
| 220 | 18472 | 25766.5327150636 | -7294.53271506359 |
| 221 | 30976 | 37946.6889630333 | -6970.68896303325 |
| 222 | 63339 | 66006.7618207793 | -2667.76182077931 |
| 223 | 25568 | 44646.4079017706 | -19078.4079017706 |
| 224 | 33747 | 39251.595516424 | -5504.59551642397 |
| 225 | 4154 | 12692.2332059884 | -8538.23320598839 |
| 226 | 19474 | 41155.4035806875 | -21681.4035806875 |
| 227 | 35130 | 28906.8786727912 | 6223.12132720876 |
| 228 | 39067 | 38711.7876889819 | 355.212311018132 |
| 229 | 13310 | 25909.4179614946 | -12599.4179614946 |
| 230 | 65892 | 31020.6933155123 | 34871.3066844877 |
| 231 | 4143 | 12926.7665955127 | -8783.76659551265 |
| 232 | 28579 | 40683.9942499761 | -12104.9942499761 |
| 233 | 51776 | 46708.9366118532 | 5067.06338814677 |
| 234 | 21152 | 24689.8260443072 | -3537.82604430719 |
| 235 | 38084 | 36674.7939346215 | 1409.20606537846 |
| 236 | 27717 | 33045.7279086502 | -5328.7279086502 |
| 237 | 32928 | 33386.0759558311 | -458.075955831064 |
| 238 | 11342 | 26683.30441344 | -15341.30441344 |
| 239 | 19499 | 32843.6087961034 | -13344.6087961034 |
| 240 | 16380 | 22156.5611517351 | -5776.56115173508 |
| 241 | 36874 | 35257.603075335 | 1616.39692466497 |
| 242 | 48259 | 67736.5016830571 | -19477.5016830571 |
| 243 | 16734 | 27960.6140371213 | -11226.6140371213 |
| 244 | 28207 | 29120.457808647 | -913.457808646969 |
| 245 | 30143 | 34603.2257405754 | -4460.22574057541 |
| 246 | 41369 | 37542.7284207742 | 3826.27157922578 |
| 247 | 45833 | 44956.1782468718 | 876.821753128177 |
| 248 | 29156 | 31062.1905468374 | -1906.19054683738 |
| 249 | 35944 | 25913.1283549325 | 10030.8716450675 |
| 250 | 36278 | 31333.2861202936 | 4944.71387970637 |
| 251 | 45588 | 49455.0539424318 | -3867.0539424318 |
| 252 | 45097 | 44241.3803975607 | 855.619602439255 |
| 253 | 3895 | 14895.7850661117 | -11000.7850661117 |
| 254 | 28394 | 30902.4213941877 | -2508.42139418767 |
| 255 | 18632 | 30961.6537837027 | -12329.6537837027 |
| 256 | 2325 | 12227.1003285767 | -9902.10032857674 |
| 257 | 25139 | 24397.9109894829 | 741.089010517109 |
| 258 | 27975 | 27530.9162123881 | 444.083787611913 |
| 259 | 14483 | 26093.7801947795 | -11610.7801947794 |
| 260 | 13127 | 23789.0752491261 | -10662.0752491261 |
| 261 | 5839 | 10743.0991752126 | -4904.0991752126 |
| 262 | 24069 | 38284.7197097689 | -14215.7197097689 |
| 263 | 3738 | 12253.6081108199 | -8515.60811081993 |
| 264 | 18625 | 30762.1170482998 | -12137.1170482998 |
| 265 | 36341 | 26403.8802938982 | 9937.11970610176 |
| 266 | 24548 | 34586.8789601284 | -10038.8789601284 |
| 267 | 21792 | 34950.7599367234 | -13158.7599367234 |
| 268 | 26263 | 26311.0911339031 | -48.0911339030632 |
| 269 | 23686 | 42077.2334658169 | -18391.2334658169 |
| 270 | 49303 | 40171.6764155635 | 9131.32358443655 |
| 271 | 25659 | 34844.229007468 | -9185.22900746798 |
| 272 | 28904 | 28331.7447223163 | 572.25527768373 |
| 273 | 2781 | 9322.9702549721 | -6541.9702549721 |
| 274 | 29236 | 37223.7856979827 | -7987.78569798274 |
| 275 | 19546 | 25637.3650641728 | -6091.36506417279 |
| 276 | 22818 | 18125.969848586 | 4692.03015141401 |
| 277 | 32689 | 12034.5384289412 | 20654.4615710588 |
| 278 | 5752 | 16482.9044802286 | -10730.9044802286 |
| 279 | 22197 | 39214.1566659585 | -17017.1566659585 |
| 280 | 20055 | 29196.4003047975 | -9141.4003047975 |
| 281 | 25272 | 26318.9775454156 | -1046.97754541564 |
| 282 | 82206 | 22546.5061023842 | 59659.4938976158 |
| 283 | 32073 | 23683.2612228924 | 8389.73877710761 |
| 284 | 5444 | 12748.9740875938 | -7304.97408759377 |
| 285 | 20154 | 23786.8182635345 | -3632.81826353452 |
| 286 | 36944 | 18383.1126765092 | 18560.8873234908 |
| 287 | 8019 | 18676.5669630183 | -10657.5669630183 |
| 288 | 30884 | 44856.3639998491 | -13972.3639998491 |
| 289 | 19540 | 30287.8424031733 | -10747.8424031733 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 10 | 0.232705237488217 | 0.465410474976433 | 0.767294762511783 |
| 11 | 0.352497272416773 | 0.704994544833547 | 0.647502727583227 |
| 12 | 0.262578871072811 | 0.525157742145622 | 0.737421128927189 |
| 13 | 0.231946788630629 | 0.463893577261257 | 0.768053211369371 |
| 14 | 0.176584187020438 | 0.353168374040876 | 0.823415812979562 |
| 15 | 0.110331989735706 | 0.220663979471413 | 0.889668010264294 |
| 16 | 0.0673111789667861 | 0.134622357933572 | 0.932688821033214 |
| 17 | 0.0457700318887126 | 0.0915400637774252 | 0.954229968111287 |
| 18 | 0.0484823472946032 | 0.0969646945892065 | 0.951517652705397 |
| 19 | 0.0488922471456136 | 0.0977844942912272 | 0.951107752854386 |
| 20 | 0.0532880602262978 | 0.106576120452596 | 0.946711939773702 |
| 21 | 0.164985273301253 | 0.329970546602507 | 0.835014726698747 |
| 22 | 0.165813820799202 | 0.331627641598404 | 0.834186179200798 |
| 23 | 0.123802778144485 | 0.24760555628897 | 0.876197221855515 |
| 24 | 0.0925239633190785 | 0.185047926638157 | 0.907476036680921 |
| 25 | 0.0778877802518216 | 0.155775560503643 | 0.922112219748178 |
| 26 | 0.113501387541708 | 0.227002775083416 | 0.886498612458292 |
| 27 | 0.0825840854270166 | 0.165168170854033 | 0.917415914572983 |
| 28 | 0.0591100467450578 | 0.118220093490116 | 0.940889953254942 |
| 29 | 0.0652947065518649 | 0.13058941310373 | 0.934705293448135 |
| 30 | 0.0610310078155133 | 0.122062015631027 | 0.938968992184487 |
| 31 | 0.0503739713318107 | 0.100747942663621 | 0.949626028668189 |
| 32 | 0.035573688050573 | 0.071147376101146 | 0.964426311949427 |
| 33 | 0.0249407676356221 | 0.0498815352712443 | 0.975059232364378 |
| 34 | 0.0202369435164556 | 0.0404738870329111 | 0.979763056483544 |
| 35 | 0.0346207076924892 | 0.0692414153849784 | 0.965379292307511 |
| 36 | 0.035694578701489 | 0.071389157402978 | 0.964305421298511 |
| 37 | 0.032126939835912 | 0.064253879671824 | 0.967873060164088 |
| 38 | 0.0249717260825194 | 0.0499434521650388 | 0.975028273917481 |
| 39 | 0.0194162855079685 | 0.0388325710159369 | 0.980583714492032 |
| 40 | 0.0209530937516441 | 0.0419061875032882 | 0.979046906248356 |
| 41 | 0.0181301911800841 | 0.0362603823601682 | 0.981869808819916 |
| 42 | 0.0177556363281023 | 0.0355112726562045 | 0.982244363671898 |
| 43 | 0.0176030882637617 | 0.0352061765275233 | 0.982396911736238 |
| 44 | 0.0139451860577112 | 0.0278903721154224 | 0.986054813942289 |
| 45 | 0.0118460560906548 | 0.0236921121813097 | 0.988153943909345 |
| 46 | 0.00839295585680765 | 0.0167859117136153 | 0.991607044143192 |
| 47 | 0.00632540380391005 | 0.0126508076078201 | 0.99367459619609 |
| 48 | 0.00473275765006048 | 0.00946551530012095 | 0.99526724234994 |
| 49 | 0.00322279068213541 | 0.00644558136427083 | 0.996777209317865 |
| 50 | 0.00548520394194685 | 0.0109704078838937 | 0.994514796058053 |
| 51 | 0.0352248831899739 | 0.0704497663799478 | 0.964775116810026 |
| 52 | 0.027067055133093 | 0.054134110266186 | 0.972932944866907 |
| 53 | 0.0207622797738296 | 0.0415245595476592 | 0.97923772022617 |
| 54 | 0.0372823670646561 | 0.0745647341293122 | 0.962717632935344 |
| 55 | 0.0316495575288659 | 0.0632991150577319 | 0.968350442471134 |
| 56 | 0.0269393632768219 | 0.0538787265536439 | 0.973060636723178 |
| 57 | 0.0238262589928316 | 0.0476525179856633 | 0.976173741007168 |
| 58 | 0.0218108868426771 | 0.0436217736853542 | 0.978189113157323 |
| 59 | 0.016849227928443 | 0.0336984558568861 | 0.983150772071557 |
| 60 | 0.0130091712877664 | 0.0260183425755329 | 0.986990828712234 |
| 61 | 0.00990345966580033 | 0.0198069193316007 | 0.9900965403342 |
| 62 | 0.0192334734244642 | 0.0384669468489284 | 0.980766526575536 |
| 63 | 0.0196521448528709 | 0.0393042897057419 | 0.980347855147129 |
| 64 | 0.0161971546327654 | 0.0323943092655308 | 0.983802845367235 |
| 65 | 0.0202015913845744 | 0.0404031827691488 | 0.979798408615426 |
| 66 | 0.0212438808573929 | 0.0424877617147858 | 0.978756119142607 |
| 67 | 0.0177963489892688 | 0.0355926979785375 | 0.982203651010731 |
| 68 | 0.0163012381783325 | 0.0326024763566651 | 0.983698761821667 |
| 69 | 0.0145531414854263 | 0.0291062829708527 | 0.985446858514574 |
| 70 | 0.0118228822442803 | 0.0236457644885606 | 0.98817711775572 |
| 71 | 0.00913787134720571 | 0.0182757426944114 | 0.990862128652794 |
| 72 | 0.007047771201096 | 0.014095542402192 | 0.992952228798904 |
| 73 | 0.00826510959613572 | 0.0165302191922714 | 0.991734890403864 |
| 74 | 0.0116838238070776 | 0.0233676476141553 | 0.988316176192922 |
| 75 | 0.0102860113733887 | 0.0205720227467774 | 0.989713988626611 |
| 76 | 0.00812388623472279 | 0.0162477724694456 | 0.991876113765277 |
| 77 | 0.0069878133090647 | 0.0139756266181294 | 0.993012186690935 |
| 78 | 0.00522864679729062 | 0.0104572935945812 | 0.994771353202709 |
| 79 | 0.00396234499517255 | 0.00792468999034509 | 0.996037655004827 |
| 80 | 0.00293107368344681 | 0.00586214736689362 | 0.997068926316553 |
| 81 | 0.00215258948888399 | 0.00430517897776799 | 0.997847410511116 |
| 82 | 0.00170236630628219 | 0.00340473261256439 | 0.998297633693718 |
| 83 | 0.00125668203439822 | 0.00251336406879644 | 0.998743317965602 |
| 84 | 0.000911833376677806 | 0.00182366675335561 | 0.999088166623322 |
| 85 | 0.960524253427863 | 0.0789514931442746 | 0.0394757465721373 |
| 86 | 0.951998405579046 | 0.0960031888419074 | 0.0480015944209537 |
| 87 | 0.942019942920381 | 0.115960114159238 | 0.0579800570796188 |
| 88 | 0.932435961865081 | 0.135128076269837 | 0.0675640381349185 |
| 89 | 0.921656165867396 | 0.156687668265208 | 0.0783438341326038 |
| 90 | 0.912872753280982 | 0.174254493438035 | 0.0871272467190175 |
| 91 | 0.898767315511083 | 0.202465368977834 | 0.101232684488917 |
| 92 | 0.88494956177734 | 0.23010087644532 | 0.11505043822266 |
| 93 | 0.873740016163705 | 0.25251996767259 | 0.126259983836295 |
| 94 | 0.863642515906211 | 0.272714968187579 | 0.136357484093789 |
| 95 | 0.859098746094257 | 0.281802507811485 | 0.140901253905743 |
| 96 | 0.843112930216886 | 0.313774139566229 | 0.156887069783114 |
| 97 | 0.851616546013162 | 0.296766907973677 | 0.148383453986838 |
| 98 | 0.87123192970124 | 0.257536140597521 | 0.12876807029876 |
| 99 | 0.870456448313873 | 0.259087103372254 | 0.129543551686127 |
| 100 | 0.855906677220794 | 0.288186645558412 | 0.144093322779206 |
| 101 | 0.834902353850459 | 0.330195292299083 | 0.165097646149541 |
| 102 | 0.817754425544295 | 0.36449114891141 | 0.182245574455705 |
| 103 | 0.799091965271845 | 0.401816069456309 | 0.200908034728155 |
| 104 | 0.838431767286811 | 0.323136465426378 | 0.161568232713189 |
| 105 | 0.848259707961279 | 0.303480584077442 | 0.151740292038721 |
| 106 | 0.84792629845333 | 0.304147403093341 | 0.15207370154667 |
| 107 | 0.827743587528637 | 0.344512824942726 | 0.172256412471363 |
| 108 | 0.809463754398414 | 0.381072491203172 | 0.190536245601586 |
| 109 | 0.785871387421756 | 0.428257225156488 | 0.214128612578244 |
| 110 | 0.770016563791451 | 0.459966872417098 | 0.229983436208549 |
| 111 | 0.746504851963838 | 0.506990296072323 | 0.253495148036162 |
| 112 | 0.737323716590911 | 0.525352566818178 | 0.262676283409089 |
| 113 | 0.717467111796128 | 0.565065776407744 | 0.282532888203872 |
| 114 | 0.724714853100462 | 0.550570293799076 | 0.275285146899538 |
| 115 | 0.764513988874994 | 0.470972022250013 | 0.235486011125006 |
| 116 | 0.751049986164346 | 0.497900027671308 | 0.248950013835654 |
| 117 | 0.725753570637878 | 0.548492858724245 | 0.274246429362122 |
| 118 | 0.717947643754941 | 0.564104712490117 | 0.282052356245058 |
| 119 | 0.987164592365176 | 0.0256708152696478 | 0.0128354076348239 |
| 120 | 0.984021175844644 | 0.0319576483107118 | 0.0159788241553559 |
| 121 | 0.983740232548877 | 0.0325195349022462 | 0.0162597674511231 |
| 122 | 0.982249442174592 | 0.0355011156508162 | 0.0177505578254081 |
| 123 | 0.9805050795677 | 0.0389898408645991 | 0.0194949204322995 |
| 124 | 0.999862669244497 | 0.00027466151100584 | 0.00013733075550292 |
| 125 | 0.999899612908301 | 0.000200774183398048 | 0.000100387091699024 |
| 126 | 0.9998685911158 | 0.000262817768400639 | 0.00013140888420032 |
| 127 | 0.999831912890217 | 0.000336174219565328 | 0.000168087109782664 |
| 128 | 0.999769814219841 | 0.000460371560318369 | 0.000230185780159184 |
| 129 | 0.999711293356643 | 0.000577413286714547 | 0.000288706643357274 |
| 130 | 0.999641129444533 | 0.000717741110934566 | 0.000358870555467283 |
| 131 | 0.999513193610807 | 0.00097361277838592 | 0.00048680638919296 |
| 132 | 0.999447240628812 | 0.00110551874237578 | 0.000552759371187889 |
| 133 | 0.999256214097166 | 0.00148757180566803 | 0.000743785902834017 |
| 134 | 0.999108219136654 | 0.00178356172669183 | 0.000891780863345914 |
| 135 | 0.999089658948575 | 0.00182068210284944 | 0.000910341051424719 |
| 136 | 0.999490483284578 | 0.00101903343084415 | 0.000509516715422075 |
| 137 | 0.999366899799356 | 0.00126620040128882 | 0.000633100200644408 |
| 138 | 0.999499051245182 | 0.00100189750963682 | 0.000500948754818411 |
| 139 | 0.999545471659257 | 0.000909056681486772 | 0.000454528340743386 |
| 140 | 0.999430296171941 | 0.00113940765611808 | 0.000569703828059039 |
| 141 | 0.999291742060013 | 0.00141651587997421 | 0.000708257939987103 |
| 142 | 0.999076520082387 | 0.0018469598352265 | 0.000923479917613249 |
| 143 | 0.998793073970181 | 0.00241385205963727 | 0.00120692602981863 |
| 144 | 0.998673650280351 | 0.00265269943929875 | 0.00132634971964938 |
| 145 | 0.999288661938484 | 0.00142267612303132 | 0.000711338061515659 |
| 146 | 0.9990576538397 | 0.00188469232059954 | 0.000942346160299772 |
| 147 | 0.999911882492816 | 0.000176235014367268 | 8.8117507183634e-05 |
| 148 | 0.999968607756443 | 6.27844871137165e-05 | 3.13922435568582e-05 |
| 149 | 0.999958578381343 | 8.28432373145053e-05 | 4.14216186572527e-05 |
| 150 | 0.999966955409908 | 6.60891801848104e-05 | 3.30445900924052e-05 |
| 151 | 0.999961150312379 | 7.76993752425953e-05 | 3.88496876212976e-05 |
| 152 | 0.999947568019189 | 0.000104863961622314 | 5.24319808111568e-05 |
| 153 | 0.999926212929953 | 0.000147574140094295 | 7.37870700471476e-05 |
| 154 | 0.99994781156642 | 0.000104376867159236 | 5.21884335796181e-05 |
| 155 | 0.999942565058115 | 0.000114869883770324 | 5.74349418851619e-05 |
| 156 | 0.999992215278025 | 1.55694439508858e-05 | 7.7847219754429e-06 |
| 157 | 0.999989005865398 | 2.19882692045004e-05 | 1.09941346022502e-05 |
| 158 | 0.999985377839866 | 2.92443202676807e-05 | 1.46221601338403e-05 |
| 159 | 0.999987279794934 | 2.54404101324993e-05 | 1.27202050662497e-05 |
| 160 | 0.999982491798176 | 3.5016403648366e-05 | 1.7508201824183e-05 |
| 161 | 0.999974805500177 | 5.03889996463902e-05 | 2.51944998231951e-05 |
| 162 | 0.999999998994935 | 2.01012919659128e-09 | 1.00506459829564e-09 |
| 163 | 0.999999998455243 | 3.08951400011912e-09 | 1.54475700005956e-09 |
| 164 | 0.999999997965628 | 4.06874405621435e-09 | 2.03437202810717e-09 |
| 165 | 0.999999996534308 | 6.93138404520304e-09 | 3.46569202260152e-09 |
| 166 | 0.999999996918229 | 6.16354132008503e-09 | 3.08177066004251e-09 |
| 167 | 0.999999996196037 | 7.60792658942223e-09 | 3.80396329471112e-09 |
| 168 | 0.999999997230948 | 5.53810433654009e-09 | 2.76905216827005e-09 |
| 169 | 0.999999996830101 | 6.33979721816091e-09 | 3.16989860908045e-09 |
| 170 | 0.999999997545829 | 4.90834106741887e-09 | 2.45417053370943e-09 |
| 171 | 0.999999998270589 | 3.4588216297898e-09 | 1.7294108148949e-09 |
| 172 | 0.999999997474375 | 5.05124924984715e-09 | 2.52562462492358e-09 |
| 173 | 0.999999996686346 | 6.62730858299062e-09 | 3.31365429149531e-09 |
| 174 | 0.999999995055095 | 9.88980948271345e-09 | 4.94490474135673e-09 |
| 175 | 0.999999999975285 | 4.94299451494354e-11 | 2.47149725747177e-11 |
| 176 | 0.999999999974551 | 5.08982022791148e-11 | 2.54491011395574e-11 |
| 177 | 0.999999999997656 | 4.68874338671432e-12 | 2.34437169335716e-12 |
| 178 | 0.99999999999569 | 8.6209203070631e-12 | 4.31046015353155e-12 |
| 179 | 0.999999999999324 | 1.35229071081078e-12 | 6.76145355405389e-13 |
| 180 | 0.999999999999065 | 1.87008382860688e-12 | 9.35041914303438e-13 |
| 181 | 0.999999999998291 | 3.41854832278492e-12 | 1.70927416139246e-12 |
| 182 | 0.999999999999115 | 1.76896718547127e-12 | 8.84483592735633e-13 |
| 183 | 0.999999999998493 | 3.01387973344489e-12 | 1.50693986672244e-12 |
| 184 | 0.999999999997523 | 4.95420377778724e-12 | 2.47710188889362e-12 |
| 185 | 0.999999999999196 | 1.60797467667673e-12 | 8.03987338338365e-13 |
| 186 | 0.999999999998671 | 2.65757046739307e-12 | 1.32878523369653e-12 |
| 187 | 0.999999999998179 | 3.64110370263112e-12 | 1.82055185131556e-12 |
| 188 | 0.999999999997095 | 5.81030245193072e-12 | 2.90515122596536e-12 |
| 189 | 0.999999999996341 | 7.31807873200931e-12 | 3.65903936600465e-12 |
| 190 | 0.999999999995221 | 9.55755943400189e-12 | 4.77877971700094e-12 |
| 191 | 0.999999999997718 | 4.56436876581895e-12 | 2.28218438290948e-12 |
| 192 | 0.999999999995532 | 8.93686642708791e-12 | 4.46843321354395e-12 |
| 193 | 0.999999999992938 | 1.41231265789732e-11 | 7.06156328948659e-12 |
| 194 | 0.99999999999134 | 1.7319456537597e-11 | 8.65972826879849e-12 |
| 195 | 0.999999999983102 | 3.37964066496427e-11 | 1.68982033248214e-11 |
| 196 | 0.999999999979263 | 4.14745768844876e-11 | 2.07372884422438e-11 |
| 197 | 0.999999999961129 | 7.77421480436327e-11 | 3.88710740218164e-11 |
| 198 | 0.999999999995719 | 8.56236772755679e-12 | 4.28118386377839e-12 |
| 199 | 0.999999999996441 | 7.11884027728636e-12 | 3.55942013864318e-12 |
| 200 | 0.99999999999542 | 9.1607899190894e-12 | 4.5803949595447e-12 |
| 201 | 0.999999999991942 | 1.61167756243169e-11 | 8.05838781215847e-12 |
| 202 | 0.999999999986658 | 2.66833865957616e-11 | 1.33416932978808e-11 |
| 203 | 0.999999999973022 | 5.3956422065462e-11 | 2.6978211032731e-11 |
| 204 | 0.999999999951264 | 9.74720071979375e-11 | 4.87360035989688e-11 |
| 205 | 0.999999999906806 | 1.86387766503558e-10 | 9.31938832517791e-11 |
| 206 | 0.99999999981405 | 3.71899558163698e-10 | 1.85949779081849e-10 |
| 207 | 0.99999999967691 | 6.46180495668342e-10 | 3.23090247834171e-10 |
| 208 | 0.999999999416179 | 1.16764221454194e-09 | 5.83821107270971e-10 |
| 209 | 0.999999999090074 | 1.81985254679569e-09 | 9.09926273397845e-10 |
| 210 | 0.999999999002077 | 1.99584562683741e-09 | 9.97922813418704e-10 |
| 211 | 0.999999998893442 | 2.2131168394252e-09 | 1.1065584197126e-09 |
| 212 | 0.999999997895408 | 4.20918461097631e-09 | 2.10459230548816e-09 |
| 213 | 0.999999995963054 | 8.0738910768579e-09 | 4.03694553842895e-09 |
| 214 | 0.999999993237147 | 1.35257055857279e-08 | 6.76285279286394e-09 |
| 215 | 0.999999997016978 | 5.96604419458937e-09 | 2.98302209729468e-09 |
| 216 | 0.999999995324975 | 9.35004923894319e-09 | 4.6750246194716e-09 |
| 217 | 0.999999991369913 | 1.72601729656266e-08 | 8.63008648281332e-09 |
| 218 | 0.999999990628114 | 1.87437717468516e-08 | 9.37188587342578e-09 |
| 219 | 0.999999985839913 | 2.832017477706e-08 | 1.416008738853e-08 |
| 220 | 0.999999976062325 | 4.78753492478419e-08 | 2.3937674623921e-08 |
| 221 | 0.99999995506309 | 8.98738192474683e-08 | 4.49369096237342e-08 |
| 222 | 0.999999932667436 | 1.34665128254536e-07 | 6.73325641272678e-08 |
| 223 | 0.999999916190877 | 1.67618246294546e-07 | 8.38091231472731e-08 |
| 224 | 0.999999845578787 | 3.08842425590623e-07 | 1.54421212795311e-07 |
| 225 | 0.999999749264823 | 5.01470354735312e-07 | 2.50735177367656e-07 |
| 226 | 0.999999897707699 | 2.04584602588743e-07 | 1.02292301294372e-07 |
| 227 | 0.999999818707993 | 3.62584012969911e-07 | 1.81292006484955e-07 |
| 228 | 0.999999671970844 | 6.56058312570837e-07 | 3.28029156285418e-07 |
| 229 | 0.999999614270538 | 7.71458923446393e-07 | 3.85729461723196e-07 |
| 230 | 0.999999983713553 | 3.25728929411153e-08 | 1.62864464705576e-08 |
| 231 | 0.999999970433622 | 5.91327559713886e-08 | 2.95663779856943e-08 |
| 232 | 0.999999941480919 | 1.17038162358176e-07 | 5.8519081179088e-08 |
| 233 | 0.999999938866836 | 1.22266328247403e-07 | 6.11331641237017e-08 |
| 234 | 0.999999879178601 | 2.41642797360167e-07 | 1.20821398680083e-07 |
| 235 | 0.999999789953882 | 4.20092236659855e-07 | 2.10046118329927e-07 |
| 236 | 0.999999611947489 | 7.76105021481779e-07 | 3.8805251074089e-07 |
| 237 | 0.99999945742607 | 1.08514785939209e-06 | 5.42573929696043e-07 |
| 238 | 0.999999196882006 | 1.60623598700394e-06 | 8.03117993501971e-07 |
| 239 | 0.999998648803083 | 2.70239383438392e-06 | 1.35119691719196e-06 |
| 240 | 0.999997509314725 | 4.98137054930557e-06 | 2.49068527465278e-06 |
| 241 | 0.999995686639133 | 8.62672173425049e-06 | 4.31336086712524e-06 |
| 242 | 0.999993277279829 | 1.34454403418854e-05 | 6.72272017094272e-06 |
| 243 | 0.99998974216322 | 2.05156735598599e-05 | 1.02578367799299e-05 |
| 244 | 0.999982145537221 | 3.57089255582449e-05 | 1.78544627791224e-05 |
| 245 | 0.999967239377293 | 6.55212454134656e-05 | 3.27606227067328e-05 |
| 246 | 0.999953551508247 | 9.28969835049771e-05 | 4.64484917524885e-05 |
| 247 | 0.999922295415992 | 0.000155409168015327 | 7.77045840076634e-05 |
| 248 | 0.999865193063144 | 0.000269613873711034 | 0.000134806936855517 |
| 249 | 0.999767691433404 | 0.00046461713319093 | 0.000232308566595465 |
| 250 | 0.999842304843588 | 0.000315390312824011 | 0.000157695156412005 |
| 251 | 0.999718893679394 | 0.000562212641212807 | 0.000281106320606403 |
| 252 | 0.999582075188923 | 0.000835849622154829 | 0.000417924811077414 |
| 253 | 0.999319741021249 | 0.00136051795750248 | 0.000680258978751242 |
| 254 | 0.998876667229461 | 0.00224666554107824 | 0.00112333277053912 |
| 255 | 0.998408014890195 | 0.00318397021961085 | 0.00159198510980542 |
| 256 | 0.997831159587046 | 0.00433768082590799 | 0.00216884041295399 |
| 257 | 0.997341805315637 | 0.00531638936872624 | 0.00265819468436312 |
| 258 | 0.995589139446661 | 0.00882172110667757 | 0.00441086055333879 |
| 259 | 0.993443531919904 | 0.0131129361601919 | 0.00655646808009593 |
| 260 | 0.989591480502701 | 0.0208170389945984 | 0.0104085194972992 |
| 261 | 0.984082935623311 | 0.0318341287533779 | 0.0159170643766889 |
| 262 | 0.975458991682791 | 0.0490820166344183 | 0.0245410083172092 |
| 263 | 0.969581683881274 | 0.0608366322374525 | 0.0304183161187263 |
| 264 | 0.954394323354543 | 0.0912113532909139 | 0.045605676645457 |
| 265 | 0.942454172723441 | 0.115091654553119 | 0.0575458272765594 |
| 266 | 0.915901320310204 | 0.168197359379592 | 0.084098679689796 |
| 267 | 0.885238117035515 | 0.22952376592897 | 0.114761882964485 |
| 268 | 0.851875748930938 | 0.296248502138124 | 0.148124251069062 |
| 269 | 0.82313805477377 | 0.353723890452461 | 0.17686194522623 |
| 270 | 0.805535603548446 | 0.388928792903109 | 0.194464396451554 |
| 271 | 0.8620025597286 | 0.275994880542799 | 0.1379974402714 |
| 272 | 0.812996279126194 | 0.374007441747612 | 0.187003720873806 |
| 273 | 0.820183544408603 | 0.359632911182794 | 0.179816455591397 |
| 274 | 0.921223519933443 | 0.157552960133115 | 0.0787764800665573 |
| 275 | 0.875172642842721 | 0.249654714314559 | 0.124827357157279 |
| 276 | 0.943102839931264 | 0.113794320137472 | 0.0568971600687362 |
| 277 | 0.886466018395965 | 0.227067963208071 | 0.113533981604035 |
| 278 | 0.82592903355728 | 0.34814193288544 | 0.17407096644272 |
| 279 | 0.723885567225981 | 0.552228865548039 | 0.27611443277402 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 143 | 0.52962962962963 | NOK |
| 5% type I error level | 188 | 0.696296296296296 | NOK |
| 10% type I error level | 204 | 0.755555555555556 | NOK |
