| Multiple Linear Regression - Estimated Regression Equation |
| compendiums_reviewed[t] = + 9.23531147622903 + 5.420414069882e-05time_in_rfc[t] + 8.66879261971592e-05totsize[t] -9.65037517026645e-05pageviews[t] + 0.024788907126334tothyperlinks[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) | 9.23531147622903 | 0.825795 | 11.1835 | 0 | 0 |
| time_in_rfc | 5.420414069882e-05 | 1.3e-05 | 4.2492 | 2.9e-05 | 1.5e-05 |
| totsize | 8.66879261971592e-05 | 1.6e-05 | 5.4037 | 0 | 0 |
| pageviews | -9.65037517026645e-05 | 0.001139 | -0.0847 | 0.932542 | 0.466271 |
| tothyperlinks | 0.024788907126334 | 0.014908 | 1.6628 | 0.097453 | 0.048726 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.801512814827921 |
| R-squared | 0.642422792333377 |
| Adjusted R-squared | 0.637386493633847 |
| F-TEST (value) | 127.558516811829 |
| F-TEST (DF numerator) | 4 |
| F-TEST (DF denominator) | 284 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 6.38019621150774 |
| Sum Squared Residuals | 11560.7606500439 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 30 | 33.8338582779208 | -3.83385827792078 |
| 2 | 28 | 25.6123550105888 | 2.38764498941121 |
| 3 | 38 | 28.2901985902585 | 9.70980140974154 |
| 4 | 30 | 30.8643598195082 | -0.864359819508157 |
| 5 | 22 | 20.6630575394847 | 1.33694246051534 |
| 6 | 26 | 18.9549189186279 | 7.04508108137213 |
| 7 | 25 | 43.8739186361876 | -18.8739186361876 |
| 8 | 18 | 13.0984959997375 | 4.90150400026253 |
| 9 | 11 | 16.8097793400877 | -5.80977934008766 |
| 10 | 26 | 29.3154207906313 | -3.31542079063134 |
| 11 | 25 | 25.0436720360658 | -0.0436720360658506 |
| 12 | 38 | 30.8841309506377 | 7.11586904936233 |
| 13 | 44 | 26.7343266388191 | 17.2656733611809 |
| 14 | 30 | 22.8163530268083 | 7.18364697319167 |
| 15 | 40 | 33.277116654935 | 6.72288334506505 |
| 16 | 34 | 25.603515115866 | 8.39648488413398 |
| 17 | 47 | 38.3878738839455 | 8.61212611605451 |
| 18 | 30 | 36.9339312396716 | -6.93393123967161 |
| 19 | 31 | 32.9153308448453 | -1.91533084484529 |
| 20 | 23 | 28.5374187317063 | -5.53741873170633 |
| 21 | 36 | 33.7222230960285 | 2.27777690397154 |
| 22 | 36 | 32.37145094747 | 3.62854905252996 |
| 23 | 30 | 36.4959380020696 | -6.49593800206962 |
| 24 | 25 | 24.9537351438494 | 0.0462648561506138 |
| 25 | 39 | 27.4958318053273 | 11.5041681946727 |
| 26 | 34 | 27.5035803520346 | 6.4964196479654 |
| 27 | 31 | 27.8868207192717 | 3.11317928072833 |
| 28 | 31 | 31.5059573321368 | -0.505957332136765 |
| 29 | 33 | 30.2983898189027 | 2.70161018109728 |
| 30 | 25 | 19.9348208285878 | 5.0651791714122 |
| 31 | 33 | 30.6787694590706 | 2.32123054092942 |
| 32 | 35 | 33.6317229491155 | 1.36827705088454 |
| 33 | 42 | 27.925336645886 | 14.074663354114 |
| 34 | 43 | 34.1577170399398 | 8.84228296006023 |
| 35 | 30 | 19.7610657457585 | 10.2389342542415 |
| 36 | 33 | 38.0940473267264 | -5.09404732672639 |
| 37 | 13 | 17.8881221968734 | -4.88812219687339 |
| 38 | 32 | 27.1615325832875 | 4.83846741671248 |
| 39 | 36 | 35.8472832172038 | 0.152716782796174 |
| 40 | 0 | 9.72968761104562 | -9.72968761104562 |
| 41 | 28 | 25.0621897668211 | 2.93781023317887 |
| 42 | 14 | 18.6302825607999 | -4.63028256079985 |
| 43 | 17 | 17.4547862610718 | -0.454786261071773 |
| 44 | 32 | 33.7263028643394 | -1.72630286433943 |
| 45 | 30 | 32.2665954161224 | -2.26659541612242 |
| 46 | 35 | 24.4245221001354 | 10.5754778998646 |
| 47 | 20 | 23.7069942166779 | -3.70699421667792 |
| 48 | 28 | 26.1233500003594 | 1.87664999964063 |
| 49 | 28 | 20.9051322341869 | 7.09486776581315 |
| 50 | 39 | 22.5383568748574 | 16.4616431251426 |
| 51 | 34 | 38.8736010492713 | -4.87360104927134 |
| 52 | 26 | 16.8020499470306 | 9.19795005296943 |
| 53 | 39 | 29.3194760348762 | 9.6805239651238 |
| 54 | 39 | 39.8504467002612 | -0.850446700261181 |
| 55 | 33 | 26.3166513616253 | 6.68334863837473 |
| 56 | 28 | 27.0392239424005 | 0.960776057599513 |
| 57 | 4 | 11.187850881365 | -7.187850881365 |
| 58 | 39 | 40.5694492862543 | -1.56944928625426 |
| 59 | 18 | 16.0306994857625 | 1.96930051423745 |
| 60 | 14 | 18.2188523305287 | -4.21885233052867 |
| 61 | 29 | 30.6455870461424 | -1.64558704614244 |
| 62 | 44 | 38.0978619637265 | 5.90213803627353 |
| 63 | 21 | 40.7952127748612 | -19.7952127748612 |
| 64 | 16 | 17.4501163299002 | -1.45011632990022 |
| 65 | 28 | 37.7902161427348 | -9.79021614273476 |
| 66 | 35 | 36.5521404921971 | -1.55214049219706 |
| 67 | 28 | 28.3368828165419 | -0.336882816541867 |
| 68 | 38 | 40.9073143663301 | -2.90731436633011 |
| 69 | 23 | 39.4210216984346 | -16.4210216984346 |
| 70 | 36 | 24.3245336980506 | 11.6754663019494 |
| 71 | 32 | 30.4221785934268 | 1.57782140657316 |
| 72 | 29 | 30.6812892554758 | -1.68128925547585 |
| 73 | 25 | 25.6566189098105 | -0.656618909810515 |
| 74 | 27 | 28.9780692042569 | -1.97806920425692 |
| 75 | 36 | 28.1829591870164 | 7.81704081298357 |
| 76 | 28 | 30.833530449314 | -2.833530449314 |
| 77 | 23 | 24.3912252320872 | -1.39122523208719 |
| 78 | 40 | 27.2024142049297 | 12.7975857950703 |
| 79 | 23 | 15.74193454062 | 7.25806545938003 |
| 80 | 40 | 28.1320693194342 | 11.8679306805658 |
| 81 | 28 | 28.2385932112014 | -0.23859321120141 |
| 82 | 34 | 25.8542485081789 | 8.14575149182111 |
| 83 | 33 | 34.7918535560275 | -1.7918535560275 |
| 84 | 28 | 33.843668659009 | -5.843668659009 |
| 85 | 34 | 39.9328036561992 | -5.93280365619922 |
| 86 | 30 | 24.2149030542159 | 5.78509694578413 |
| 87 | 33 | 24.6070853596745 | 8.39291464032546 |
| 88 | 22 | 20.6794243589926 | 1.32057564100741 |
| 89 | 38 | 39.9281374502531 | -1.92813745025311 |
| 90 | 26 | 21.3067454189388 | 4.69325458106125 |
| 91 | 35 | 30.4890448408332 | 4.51095515916685 |
| 92 | 8 | 19.9103302918285 | -11.9103302918285 |
| 93 | 24 | 17.7856471216685 | 6.21435287833146 |
| 94 | 29 | 26.7345421774521 | 2.26545782254789 |
| 95 | 20 | 18.7538252482038 | 1.24617475179619 |
| 96 | 29 | 33.9339384569639 | -4.9339384569639 |
| 97 | 45 | 29.3773006693435 | 15.6226993306565 |
| 98 | 37 | 31.7502570461743 | 5.24974295382567 |
| 99 | 33 | 25.5504145702469 | 7.44958542975312 |
| 100 | 33 | 32.3513443887672 | 0.648655611232812 |
| 101 | 25 | 22.7952149574625 | 2.2047850425375 |
| 102 | 32 | 28.1940370546391 | 3.80596294536093 |
| 103 | 29 | 34.9129314003096 | -5.91293140030955 |
| 104 | 28 | 30.806629267513 | -2.80662926751302 |
| 105 | 28 | 34.7843523517845 | -6.78435235178453 |
| 106 | 31 | 40.33121031144 | -9.33121031143996 |
| 107 | 52 | 36.8084566227858 | 15.1915433772142 |
| 108 | 21 | 16.844412274847 | 4.15558772515297 |
| 109 | 24 | 46.2274514688477 | -22.2274514688477 |
| 110 | 41 | 32.9203613606248 | 8.07963863937516 |
| 111 | 33 | 37.3119241177891 | -4.31192411778912 |
| 112 | 32 | 21.4747305932542 | 10.5252694067458 |
| 113 | 19 | 16.5308040764499 | 2.46919592355008 |
| 114 | 20 | 22.8432449634046 | -2.84324496340458 |
| 115 | 31 | 29.9843055621722 | 1.01569443782784 |
| 116 | 31 | 29.7611599612974 | 1.23884003870258 |
| 117 | 32 | 32.5048191468416 | -0.504819146841643 |
| 118 | 18 | 26.4831150716787 | -8.48311507167872 |
| 119 | 23 | 32.6236755632204 | -9.62367556322039 |
| 120 | 17 | 18.1254367860205 | -1.12543678602048 |
| 121 | 20 | 21.4911844252517 | -1.49118442525169 |
| 122 | 12 | 14.2662919973651 | -2.26629199736514 |
| 123 | 17 | 20.2801239698626 | -3.28012396986261 |
| 124 | 30 | 28.2219820586466 | 1.77801794135338 |
| 125 | 31 | 34.1608467590553 | -3.16084675905527 |
| 126 | 10 | 16.0770628081757 | -6.0770628081757 |
| 127 | 13 | 19.1455999527413 | -6.14559995274135 |
| 128 | 22 | 21.817089550851 | 0.182910449148993 |
| 129 | 42 | 34.2543516800205 | 7.74564831997946 |
| 130 | 1 | 10.8148425648508 | -9.81484256485077 |
| 131 | 9 | 12.6345261876062 | -3.63452618760617 |
| 132 | 32 | 25.532691980387 | 6.467308019613 |
| 133 | 11 | 15.4867677389228 | -4.48676773892279 |
| 134 | 25 | 18.1550704310993 | 6.84492956890072 |
| 135 | 36 | 22.7888027939351 | 13.2111972060649 |
| 136 | 31 | 38.9664943109585 | -7.96649431095846 |
| 137 | 0 | 10.512452307997 | -10.512452307997 |
| 138 | 24 | 31.0514485553539 | -7.05144855535388 |
| 139 | 13 | 14.8416842594081 | -1.84168425940811 |
| 140 | 8 | 13.0852043117534 | -5.08520431175338 |
| 141 | 13 | 12.9282235217054 | 0.0717764782945623 |
| 142 | 19 | 23.833545928879 | -4.83354592887896 |
| 143 | 18 | 15.914045112446 | 2.08595488755397 |
| 144 | 33 | 31.5129039651993 | 1.4870960348007 |
| 145 | 40 | 30.7337181022473 | 9.26628189775268 |
| 146 | 22 | 16.5291053277393 | 5.47089467226072 |
| 147 | 38 | 25.0329928905898 | 12.9670071094102 |
| 148 | 24 | 24.5542300619487 | -0.554230061948695 |
| 149 | 8 | 12.4089900684756 | -4.40899006847564 |
| 150 | 35 | 25.8862068162414 | 9.11379318375864 |
| 151 | 43 | 35.2001716834363 | 7.79982831656365 |
| 152 | 43 | 29.5623037382349 | 13.4376962617651 |
| 153 | 14 | 18.9414418175259 | -4.94144181752595 |
| 154 | 41 | 39.6890276765838 | 1.31097232341623 |
| 155 | 38 | 35.1449531512511 | 2.85504684874889 |
| 156 | 45 | 51.9603417174785 | -6.96034171747851 |
| 157 | 31 | 25.8359197762891 | 5.16408022371094 |
| 158 | 13 | 17.770049390449 | -4.77004939044903 |
| 159 | 28 | 19.6757657313943 | 8.32423426860573 |
| 160 | 31 | 31.7562693528173 | -0.756269352817258 |
| 161 | 40 | 42.1197180920959 | -2.11971809209588 |
| 162 | 30 | 23.6364423201252 | 6.36355767987477 |
| 163 | 16 | 21.6107489628857 | -5.61074896288566 |
| 164 | 37 | 41.6071085146826 | -4.60710851468264 |
| 165 | 30 | 22.3626322734418 | 7.63736772655816 |
| 166 | 35 | 29.5491407770867 | 5.45085922291325 |
| 167 | 32 | 25.4701122996592 | 6.52988770034078 |
| 168 | 27 | 25.1873673522706 | 1.81263264772943 |
| 169 | 20 | 19.8927659376983 | 0.107234062301722 |
| 170 | 18 | 31.1879556035702 | -13.1879556035702 |
| 171 | 31 | 36.2920782855841 | -5.29207828558415 |
| 172 | 31 | 33.4500104104038 | -2.45001041040384 |
| 173 | 21 | 22.0550432687428 | -1.05504326874281 |
| 174 | 39 | 35.2727246354721 | 3.72727536452787 |
| 175 | 41 | 27.7143421405366 | 13.2856578594634 |
| 176 | 13 | 19.8038813205488 | -6.80388132054879 |
| 177 | 32 | 34.6714904866564 | -2.67149048665638 |
| 178 | 18 | 16.5320021636889 | 1.46799783631107 |
| 179 | 39 | 36.6307162382014 | 2.3692837617986 |
| 180 | 14 | 19.4237087040912 | -5.42370870409118 |
| 181 | 7 | 17.065138487158 | -10.065138487158 |
| 182 | 17 | 17.7555435181287 | -0.755543518128749 |
| 183 | 0 | 10.657551533328 | -10.657551533328 |
| 184 | 30 | 26.889982426581 | 3.11001757341896 |
| 185 | 37 | 32.2467187748199 | 4.75328122518012 |
| 186 | 0 | 9.90220341203886 | -9.90220341203886 |
| 187 | 5 | 12.5766343915435 | -7.57663439154349 |
| 188 | 1 | 10.5875280237102 | -9.58752802371019 |
| 189 | 16 | 20.5586703926976 | -4.55867039269757 |
| 190 | 32 | 17.8977487843351 | 14.1022512156649 |
| 191 | 24 | 25.2394856488327 | -1.2394856488327 |
| 192 | 17 | 17.3280137305849 | -0.328013730584884 |
| 193 | 11 | 16.283090620209 | -5.28309062020898 |
| 194 | 24 | 16.0754303839006 | 7.92456961609937 |
| 195 | 22 | 24.3992835465319 | -2.39928354653186 |
| 196 | 12 | 20.3677527105392 | -8.36775271053923 |
| 197 | 19 | 15.8062724082623 | 3.1937275917377 |
| 198 | 13 | 20.194376116029 | -7.19437611602902 |
| 199 | 17 | 20.7777791511477 | -3.77777915114772 |
| 200 | 15 | 19.1642116932223 | -4.16421169322231 |
| 201 | 16 | 16.8002997548416 | -0.80029975484162 |
| 202 | 24 | 13.4061893191122 | 10.5938106808878 |
| 203 | 15 | 20.3934306834012 | -5.39343068340122 |
| 204 | 17 | 19.6528036645687 | -2.65280366456873 |
| 205 | 18 | 17.0415056044879 | 0.958494395512078 |
| 206 | 20 | 13.5065173982225 | 6.49348260177751 |
| 207 | 16 | 15.9055544962971 | 0.0944455037028917 |
| 208 | 16 | 23.6654398405948 | -7.66543984059475 |
| 209 | 18 | 20.0341092384383 | -2.03410923843832 |
| 210 | 22 | 18.8388809468163 | 3.16111905318374 |
| 211 | 8 | 16.5132637069634 | -8.51326370696337 |
| 212 | 17 | 19.3873410099676 | -2.38734100996758 |
| 213 | 18 | 14.769908723087 | 3.23009127691296 |
| 214 | 16 | 16.5933986263922 | -0.593398626392177 |
| 215 | 23 | 16.3777366552879 | 6.62226334471208 |
| 216 | 22 | 13.5824774409218 | 8.4175225590782 |
| 217 | 13 | 14.9995263801215 | -1.99952638012149 |
| 218 | 13 | 16.3289620522079 | -3.32896205220791 |
| 219 | 16 | 15.1288844810699 | 0.871115518930093 |
| 220 | 16 | 15.3903517775008 | 0.609648222499246 |
| 221 | 20 | 16.8280315381911 | 3.17196846180887 |
| 222 | 22 | 21.2493384596655 | 0.750661540334514 |
| 223 | 17 | 18.2573973934587 | -1.25739739345868 |
| 224 | 18 | 16.5712641266689 | 1.42873587333106 |
| 225 | 17 | 11.3948310512633 | 5.60516894873674 |
| 226 | 12 | 19.7775060620441 | -7.77750606204407 |
| 227 | 7 | 17.0058069190199 | -10.0058069190199 |
| 228 | 17 | 18.0426551307011 | -1.04265513070112 |
| 229 | 14 | 14.7351844865707 | -0.735184486570736 |
| 230 | 23 | 19.6116415755931 | 3.38835842440691 |
| 231 | 17 | 11.2561375649589 | 5.74386243504111 |
| 232 | 14 | 16.9073481259287 | -2.90734812592867 |
| 233 | 15 | 19.4734014001772 | -4.47340140017716 |
| 234 | 17 | 14.2081922575185 | 2.79180774248147 |
| 235 | 21 | 17.2453538711653 | 3.75464612883465 |
| 236 | 18 | 15.3873950910367 | 2.61260490896335 |
| 237 | 18 | 21.2995592505285 | -3.29955925052848 |
| 238 | 17 | 13.5141655974652 | 3.48583440253476 |
| 239 | 17 | 15.6331665035903 | 1.36683349640972 |
| 240 | 16 | 13.5194182057094 | 2.48058179429061 |
| 241 | 15 | 18.2260174009877 | -3.22601740098771 |
| 242 | 21 | 22.8762520003329 | -1.87625200033291 |
| 243 | 16 | 14.2356702954151 | 1.76432970458494 |
| 244 | 14 | 15.1597871328778 | -1.15978713287782 |
| 245 | 15 | 16.6600639260822 | -1.66006392608224 |
| 246 | 17 | 18.3359706073586 | -1.33597060735856 |
| 247 | 15 | 19.8708874272224 | -4.87088742722245 |
| 248 | 15 | 16.8640452503757 | -1.86404525037568 |
| 249 | 10 | 17.8229985089302 | -7.82299850893022 |
| 250 | 6 | 15.0235708444378 | -9.02357084443781 |
| 251 | 22 | 22.211528862844 | -0.211528862843968 |
| 252 | 21 | 19.7878398437425 | 1.21216015625751 |
| 253 | 1 | 10.9473777340391 | -9.94737773403911 |
| 254 | 18 | 17.5859166574297 | 0.414083342570281 |
| 255 | 17 | 16.0339228595559 | 0.966077140444056 |
| 256 | 4 | 11.2646861163869 | -7.26468611638694 |
| 257 | 10 | 13.7263273272751 | -3.72632732727506 |
| 258 | 16 | 16.9389251047177 | -0.938925104717708 |
| 259 | 16 | 14.0702430964053 | 1.92975690359473 |
| 260 | 9 | 12.8523638143546 | -3.85236381435461 |
| 261 | 16 | 11.2579470542603 | 4.74205294573971 |
| 262 | 17 | 16.4068241504176 | 0.593175849582443 |
| 263 | 7 | 11.6646621809468 | -4.66466218094682 |
| 264 | 15 | 14.658193030307 | 0.34180696969301 |
| 265 | 14 | 15.8201364038926 | -1.82013640389264 |
| 266 | 14 | 16.8683827796038 | -2.86838277960378 |
| 267 | 18 | 15.6631571071624 | 2.33684289283756 |
| 268 | 12 | 15.8329049537499 | -3.83290495374991 |
| 269 | 16 | 18.6045507258503 | -2.60455072585032 |
| 270 | 21 | 18.8390219857271 | 2.16097801427285 |
| 271 | 19 | 18.1393646942502 | 0.86063530574984 |
| 272 | 16 | 16.0095918968583 | -0.00959189685832874 |
| 273 | 1 | 11.7791013350208 | -10.7791013350208 |
| 274 | 16 | 18.432974521978 | -2.43297452197801 |
| 275 | 10 | 14.8809133293827 | -4.88091332938266 |
| 276 | 19 | 15.3852983034839 | 3.61470169651607 |
| 277 | 12 | 14.9879237546437 | -2.98792375464368 |
| 278 | 2 | 11.0256165665146 | -9.02561656651464 |
| 279 | 14 | 16.8133645005339 | -2.81336450053389 |
| 280 | 17 | 16.3047626818846 | 0.695237318115392 |
| 281 | 19 | 16.3585801903839 | 2.64141980961612 |
| 282 | 14 | 21.6057191846178 | -7.60571918461776 |
| 283 | 11 | 17.6772565652294 | -6.67725656522943 |
| 284 | 4 | 11.9866282631515 | -7.98662826315146 |
| 285 | 16 | 14.6971325967646 | 1.30286740323538 |
| 286 | 20 | 15.6981149233464 | 4.30188507665365 |
| 287 | 12 | 13.3167069151632 | -1.3167069151632 |
| 288 | 15 | 17.0279157647195 | -2.02791576471953 |
| 289 | 16 | 15.4439170380993 | 0.556082961900743 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 8 | 0.653059493494738 | 0.693881013010525 | 0.346940506505262 |
| 9 | 0.600797495358642 | 0.798405009282716 | 0.399202504641358 |
| 10 | 0.523395851203472 | 0.953208297593057 | 0.476604148796528 |
| 11 | 0.408191666621378 | 0.816383333242756 | 0.591808333378622 |
| 12 | 0.517509411441818 | 0.964981177116364 | 0.482490588558182 |
| 13 | 0.939062996468516 | 0.121874007062968 | 0.0609370035314838 |
| 14 | 0.930269385739215 | 0.13946122852157 | 0.0697306142607851 |
| 15 | 0.934615956618752 | 0.130768086762496 | 0.0653840433812479 |
| 16 | 0.924084655470419 | 0.151830689059162 | 0.0759153445295808 |
| 17 | 0.94758707559289 | 0.10482584881422 | 0.0524129244071098 |
| 18 | 0.933356840975089 | 0.133286318049823 | 0.0666431590249113 |
| 19 | 0.909597637167519 | 0.180804725664962 | 0.0904023628324808 |
| 20 | 0.925434531261198 | 0.149130937477603 | 0.0745654687388017 |
| 21 | 0.899526860683261 | 0.200946278633478 | 0.100473139316739 |
| 22 | 0.874372208446131 | 0.251255583107739 | 0.125627791553869 |
| 23 | 0.841929167410252 | 0.316141665179496 | 0.158070832589748 |
| 24 | 0.800784934035844 | 0.398430131928312 | 0.199215065964156 |
| 25 | 0.830643571197494 | 0.338712857605011 | 0.169356428802506 |
| 26 | 0.806486132159812 | 0.387027735680376 | 0.193513867840188 |
| 27 | 0.763463071409087 | 0.473073857181826 | 0.236536928590913 |
| 28 | 0.723316338118694 | 0.553367323762612 | 0.276683661881306 |
| 29 | 0.677741371420312 | 0.644517257159376 | 0.322258628579688 |
| 30 | 0.628093721058275 | 0.74381255788345 | 0.371906278941725 |
| 31 | 0.574197478039009 | 0.851605043921982 | 0.425802521960991 |
| 32 | 0.532411930832277 | 0.935176138335445 | 0.467588069167723 |
| 33 | 0.592498198359868 | 0.815003603280265 | 0.407501801640132 |
| 34 | 0.675599916540881 | 0.648800166918237 | 0.324400083459118 |
| 35 | 0.69974577972031 | 0.60050844055938 | 0.30025422027969 |
| 36 | 0.688921084515087 | 0.622157830969825 | 0.311078915484913 |
| 37 | 0.752161616513935 | 0.49567676697213 | 0.247838383486065 |
| 38 | 0.725903247350715 | 0.54819350529857 | 0.274096752649285 |
| 39 | 0.691069307521523 | 0.617861384956954 | 0.308930692478477 |
| 40 | 0.868586906187451 | 0.262826187625098 | 0.131413093812549 |
| 41 | 0.841403697009815 | 0.31719260598037 | 0.158596302990185 |
| 42 | 0.843725705012893 | 0.312548589974215 | 0.156274294987107 |
| 43 | 0.837111811385337 | 0.325776377229326 | 0.162888188614663 |
| 44 | 0.811743395317436 | 0.376513209365129 | 0.188256604682564 |
| 45 | 0.784937915157091 | 0.430124169685818 | 0.215062084842909 |
| 46 | 0.811145057124436 | 0.377709885751127 | 0.188854942875564 |
| 47 | 0.810224678705312 | 0.379550642589376 | 0.189775321294688 |
| 48 | 0.777840628890475 | 0.44431874221905 | 0.222159371109525 |
| 49 | 0.763056237620509 | 0.473887524758983 | 0.236943762379491 |
| 50 | 0.855250920525155 | 0.28949815894969 | 0.144749079474845 |
| 51 | 0.839453516961027 | 0.321092966077946 | 0.160546483038973 |
| 52 | 0.839438371241886 | 0.321123257516229 | 0.160561628758114 |
| 53 | 0.845738156812372 | 0.308523686375257 | 0.154261843187628 |
| 54 | 0.825814705543581 | 0.348370588912838 | 0.174185294456419 |
| 55 | 0.807486982827165 | 0.38502603434567 | 0.192513017172835 |
| 56 | 0.778876986403438 | 0.442246027193124 | 0.221123013596562 |
| 57 | 0.836425915075968 | 0.327148169848064 | 0.163574084924032 |
| 58 | 0.809262405144353 | 0.381475189711293 | 0.190737594855647 |
| 59 | 0.780994645129589 | 0.438010709740822 | 0.219005354870411 |
| 60 | 0.779259073896143 | 0.441481852207714 | 0.220740926103857 |
| 61 | 0.755951800229048 | 0.488096399541903 | 0.244048199770952 |
| 62 | 0.738256723827163 | 0.523486552345674 | 0.261743276172837 |
| 63 | 0.927388190014521 | 0.145223619970959 | 0.0726118099854794 |
| 64 | 0.915264076750552 | 0.169471846498895 | 0.0847359232494475 |
| 65 | 0.944378303389097 | 0.111243393221806 | 0.0556216966109029 |
| 66 | 0.933243587879496 | 0.133512824241007 | 0.0667564121205035 |
| 67 | 0.919799827750001 | 0.160400344499998 | 0.0802001722499989 |
| 68 | 0.906665176365334 | 0.186669647269332 | 0.0933348236346661 |
| 69 | 0.970495513408686 | 0.0590089731826271 | 0.0295044865913136 |
| 70 | 0.980321998252848 | 0.0393560034943039 | 0.019678001747152 |
| 71 | 0.975332365523682 | 0.0493352689526357 | 0.0246676344763178 |
| 72 | 0.970636155861436 | 0.0587276882771277 | 0.0293638441385639 |
| 73 | 0.964220352134472 | 0.0715592957310558 | 0.0357796478655279 |
| 74 | 0.958447760974051 | 0.0831044780518987 | 0.0415522390259494 |
| 75 | 0.960469020087965 | 0.0790619598240695 | 0.0395309799120347 |
| 76 | 0.953985048012525 | 0.0920299039749498 | 0.0460149519874749 |
| 77 | 0.946920207856354 | 0.106159584287293 | 0.0530797921436464 |
| 78 | 0.967200951642781 | 0.0655980967144382 | 0.0327990483572191 |
| 79 | 0.964658774394684 | 0.070682451210633 | 0.0353412256053165 |
| 80 | 0.976408606424519 | 0.0471827871509613 | 0.0235913935754807 |
| 81 | 0.971117461137238 | 0.0577650777255238 | 0.0288825388627619 |
| 82 | 0.972607750218821 | 0.0547844995623578 | 0.0273922497811789 |
| 83 | 0.96666714519379 | 0.0666657096124194 | 0.0333328548062097 |
| 84 | 0.965199867689808 | 0.0696002646203832 | 0.0348001323101916 |
| 85 | 0.963039776964813 | 0.0739204460703749 | 0.0369602230351875 |
| 86 | 0.959216091094856 | 0.0815678178102883 | 0.0407839089051441 |
| 87 | 0.961222850402135 | 0.0775542991957303 | 0.0387771495978652 |
| 88 | 0.953723217432367 | 0.0925535651352652 | 0.0462767825676326 |
| 89 | 0.944974017612053 | 0.110051964775895 | 0.0550259823879473 |
| 90 | 0.937265058192622 | 0.125469883614756 | 0.0627349418073781 |
| 91 | 0.930618539316857 | 0.138762921366286 | 0.0693814606831428 |
| 92 | 0.966369019386531 | 0.0672619612269381 | 0.0336309806134691 |
| 93 | 0.96264731956806 | 0.0747053608638796 | 0.0373526804319398 |
| 94 | 0.955574994789788 | 0.0888500104204235 | 0.0444250052102118 |
| 95 | 0.948143598633075 | 0.10371280273385 | 0.051856401366925 |
| 96 | 0.944300708737285 | 0.111398582525429 | 0.0556992912627146 |
| 97 | 0.977805766921054 | 0.044388466157892 | 0.022194233078946 |
| 98 | 0.975902964696719 | 0.0481940706065622 | 0.0240970353032811 |
| 99 | 0.976328925681758 | 0.0473421486364837 | 0.0236710743182418 |
| 100 | 0.971185506621964 | 0.0576289867560716 | 0.0288144933780358 |
| 101 | 0.965534598465072 | 0.068930803069857 | 0.0344654015349285 |
| 102 | 0.960216892602196 | 0.0795662147956085 | 0.0397831073978043 |
| 103 | 0.958241079468244 | 0.0835178410635124 | 0.0417589205317562 |
| 104 | 0.951648512444612 | 0.0967029751107762 | 0.0483514875553881 |
| 105 | 0.951211110966835 | 0.0975777780663292 | 0.0487888890331646 |
| 106 | 0.956245542843834 | 0.0875089143123316 | 0.0437544571561658 |
| 107 | 0.984749018435803 | 0.0305019631283932 | 0.0152509815641966 |
| 108 | 0.982301467522832 | 0.0353970649543351 | 0.0176985324771676 |
| 109 | 0.998553800712661 | 0.00289239857467742 | 0.00144619928733871 |
| 110 | 0.998827143363013 | 0.00234571327397302 | 0.00117285663698651 |
| 111 | 0.998669567367343 | 0.00266086526531415 | 0.00133043263265708 |
| 112 | 0.999135260150492 | 0.00172947969901644 | 0.000864739849508219 |
| 113 | 0.998889710021521 | 0.00222057995695717 | 0.00111028997847858 |
| 114 | 0.998734690894785 | 0.00253061821042927 | 0.00126530910521464 |
| 115 | 0.998352470159123 | 0.00329505968175354 | 0.00164752984087677 |
| 116 | 0.99785185066614 | 0.00429629866771949 | 0.00214814933385974 |
| 117 | 0.997201705337241 | 0.00559658932551773 | 0.00279829466275886 |
| 118 | 0.997955792608192 | 0.00408841478361548 | 0.00204420739180774 |
| 119 | 0.998892556260899 | 0.002214887478202 | 0.001107443739101 |
| 120 | 0.998676894831863 | 0.00264621033627463 | 0.00132310516813732 |
| 121 | 0.998391000327351 | 0.00321799934529758 | 0.00160899967264879 |
| 122 | 0.99825268134546 | 0.00349463730908003 | 0.00174731865454002 |
| 123 | 0.998051846461036 | 0.00389630707792817 | 0.00194815353896408 |
| 124 | 0.997539292999731 | 0.00492141400053772 | 0.00246070700026886 |
| 125 | 0.997072674406347 | 0.00585465118730626 | 0.00292732559365313 |
| 126 | 0.997515513576921 | 0.00496897284615753 | 0.00248448642307877 |
| 127 | 0.997793763551864 | 0.00441247289627177 | 0.00220623644813589 |
| 128 | 0.997157933953438 | 0.00568413209312483 | 0.00284206604656241 |
| 129 | 0.997537219662349 | 0.00492556067530259 | 0.00246278033765129 |
| 130 | 0.998736023004206 | 0.00252795399158868 | 0.00126397699579434 |
| 131 | 0.998628625510507 | 0.00274274897898611 | 0.00137137448949306 |
| 132 | 0.998593696553836 | 0.00281260689232735 | 0.00140630344616367 |
| 133 | 0.99852804692129 | 0.00294390615741957 | 0.00147195307870978 |
| 134 | 0.998603676318842 | 0.00279264736231526 | 0.00139632368115763 |
| 135 | 0.999493920270212 | 0.00101215945957582 | 0.00050607972978791 |
| 136 | 0.999548584047922 | 0.000902831904155795 | 0.000451415952077897 |
| 137 | 0.999795208373728 | 0.000409583252543537 | 0.000204791626271768 |
| 138 | 0.999828164548005 | 0.000343670903990447 | 0.000171835451995223 |
| 139 | 0.999781723514186 | 0.000436552971628428 | 0.000218276485814214 |
| 140 | 0.99977798836418 | 0.000444023271639363 | 0.000222011635819682 |
| 141 | 0.999707568677239 | 0.000584862645521304 | 0.000292431322760652 |
| 142 | 0.99968158421211 | 0.000636831575779376 | 0.000318415787889688 |
| 143 | 0.999600085632928 | 0.00079982873414386 | 0.00039991436707193 |
| 144 | 0.999479519887716 | 0.00104096022456896 | 0.000520480112284479 |
| 145 | 0.999598317223627 | 0.000803365552745993 | 0.000401682776372997 |
| 146 | 0.99959443097739 | 0.000811138045220523 | 0.000405569022610261 |
| 147 | 0.999842690457833 | 0.000314619084334284 | 0.000157309542167142 |
| 148 | 0.999788803195224 | 0.000422393609551044 | 0.000211196804775522 |
| 149 | 0.99976585622012 | 0.000468287559760586 | 0.000234143779880293 |
| 150 | 0.999838664575569 | 0.000322670848862341 | 0.000161335424431171 |
| 151 | 0.999878328113658 | 0.000243343772684823 | 0.000121671886342412 |
| 152 | 0.999964798054891 | 7.04038902171887e-05 | 3.52019451085944e-05 |
| 153 | 0.999960422121875 | 7.91557562496725e-05 | 3.95778781248362e-05 |
| 154 | 0.999947883364884 | 0.000104233270231916 | 5.21166351159581e-05 |
| 155 | 0.999934795221425 | 0.000130409557150512 | 6.52047785752558e-05 |
| 156 | 0.999952198647821 | 9.56027043570375e-05 | 4.78013521785188e-05 |
| 157 | 0.999948215862496 | 0.000103568275008045 | 5.17841375040227e-05 |
| 158 | 0.99994062138476 | 0.000118757230480872 | 5.93786152404359e-05 |
| 159 | 0.999955281944023 | 8.94361119531187e-05 | 4.47180559765593e-05 |
| 160 | 0.999936351565751 | 0.000127296868497172 | 6.36484342485858e-05 |
| 161 | 0.999910460477799 | 0.000179079044401936 | 8.95395222009678e-05 |
| 162 | 0.999904755555596 | 0.000190488888808551 | 9.52444444042756e-05 |
| 163 | 0.999901501697859 | 0.000196996604281857 | 9.84983021409283e-05 |
| 164 | 0.999882788102699 | 0.000234423794601185 | 0.000117211897300592 |
| 165 | 0.999908077063213 | 0.000183845873572957 | 9.19229367864786e-05 |
| 166 | 0.999910485243031 | 0.000179029513938376 | 8.95147569691881e-05 |
| 167 | 0.999923678105444 | 0.000152643789112257 | 7.63218945561284e-05 |
| 168 | 0.999896760211526 | 0.000206479576948847 | 0.000103239788474423 |
| 169 | 0.999860841038444 | 0.000278317923111133 | 0.000139158961555567 |
| 170 | 0.999957110131363 | 8.57797372733128e-05 | 4.28898686366564e-05 |
| 171 | 0.999955774944886 | 8.84501102285255e-05 | 4.42250551142628e-05 |
| 172 | 0.999939536731352 | 0.000120926537296247 | 6.04632686481235e-05 |
| 173 | 0.999915042276937 | 0.000169915446125341 | 8.49577230626703e-05 |
| 174 | 0.999892959048266 | 0.00021408190346837 | 0.000107040951734185 |
| 175 | 0.999970543627844 | 5.89127443126557e-05 | 2.94563721563278e-05 |
| 176 | 0.999974157216025 | 5.16855679496269e-05 | 2.58427839748134e-05 |
| 177 | 0.999965332556665 | 6.93348866702893e-05 | 3.46674433351447e-05 |
| 178 | 0.999952722722357 | 9.45545552862665e-05 | 4.72772776431333e-05 |
| 179 | 0.999938599216844 | 0.000122801566312078 | 6.1400783156039e-05 |
| 180 | 0.999934682419085 | 0.000130635161830814 | 6.53175809154068e-05 |
| 181 | 0.999969858969532 | 6.02820609360588e-05 | 3.01410304680294e-05 |
| 182 | 0.999957208319699 | 8.55833606012231e-05 | 4.27916803006115e-05 |
| 183 | 0.999980095987209 | 3.98080255827936e-05 | 1.99040127913968e-05 |
| 184 | 0.999976756035809 | 4.64879283817178e-05 | 2.32439641908589e-05 |
| 185 | 0.999985899882832 | 2.82002343353897e-05 | 1.41001171676949e-05 |
| 186 | 0.99999391400086 | 1.21719982808993e-05 | 6.08599914044963e-06 |
| 187 | 0.999995455341587 | 9.08931682639166e-06 | 4.54465841319583e-06 |
| 188 | 0.999998217670401 | 3.56465919802676e-06 | 1.78232959901338e-06 |
| 189 | 0.999997569536521 | 4.86092695770664e-06 | 2.43046347885332e-06 |
| 190 | 0.999999883890437 | 2.32219124963578e-07 | 1.16109562481789e-07 |
| 191 | 0.999999826993358 | 3.46013283661353e-07 | 1.73006641830677e-07 |
| 192 | 0.999999718252612 | 5.63494775174533e-07 | 2.81747387587267e-07 |
| 193 | 0.999999707587166 | 5.84825667610345e-07 | 2.92412833805172e-07 |
| 194 | 0.999999788844159 | 4.22311682389804e-07 | 2.11155841194902e-07 |
| 195 | 0.999999677041075 | 6.45917849909177e-07 | 3.22958924954588e-07 |
| 196 | 0.999999716630543 | 5.66738914294369e-07 | 2.83369457147184e-07 |
| 197 | 0.999999632826547 | 7.34346906795119e-07 | 3.67173453397559e-07 |
| 198 | 0.999999621379248 | 7.57241503353203e-07 | 3.78620751676602e-07 |
| 199 | 0.999999443002106 | 1.113995788534e-06 | 5.56997894266998e-07 |
| 200 | 0.99999919844876 | 1.60310248001423e-06 | 8.01551240007116e-07 |
| 201 | 0.999998703918777 | 2.5921624466849e-06 | 1.29608122334245e-06 |
| 202 | 0.999999769178776 | 4.61642448417759e-07 | 2.30821224208879e-07 |
| 203 | 0.999999694077978 | 6.11844043106284e-07 | 3.05922021553142e-07 |
| 204 | 0.999999511502504 | 9.76994992796113e-07 | 4.88497496398056e-07 |
| 205 | 0.999999203795643 | 1.59240871377285e-06 | 7.96204356886427e-07 |
| 206 | 0.999999448930896 | 1.10213820888258e-06 | 5.51069104441291e-07 |
| 207 | 0.999999094826535 | 1.810346930689e-06 | 9.05173465344501e-07 |
| 208 | 0.999999094049212 | 1.81190157514043e-06 | 9.05950787570215e-07 |
| 209 | 0.999998514829338 | 2.97034132438368e-06 | 1.48517066219184e-06 |
| 210 | 0.99999838101015 | 3.23797970024422e-06 | 1.61898985012211e-06 |
| 211 | 0.999999071678579 | 1.85664284208393e-06 | 9.28321421041963e-07 |
| 212 | 0.999998481846425 | 3.03630714961894e-06 | 1.51815357480947e-06 |
| 213 | 0.999998183771933 | 3.63245613335418e-06 | 1.81622806667709e-06 |
| 214 | 0.999997048059002 | 5.90388199607987e-06 | 2.95194099803993e-06 |
| 215 | 0.999997896542663 | 4.20691467317873e-06 | 2.10345733658937e-06 |
| 216 | 0.999999337235066 | 1.32552986879553e-06 | 6.62764934397767e-07 |
| 217 | 0.999998905999529 | 2.18800094229171e-06 | 1.09400047114585e-06 |
| 218 | 0.999998302023845 | 3.39595231029636e-06 | 1.69797615514818e-06 |
| 219 | 0.999997405415073 | 5.18916985392606e-06 | 2.59458492696303e-06 |
| 220 | 0.999996170254081 | 7.65949183830872e-06 | 3.82974591915436e-06 |
| 221 | 0.999995494126646 | 9.01174670815764e-06 | 4.50587335407882e-06 |
| 222 | 0.999992789006524 | 1.44219869522334e-05 | 7.21099347611669e-06 |
| 223 | 0.999988643743529 | 2.27125129422573e-05 | 1.13562564711287e-05 |
| 224 | 0.999984452059138 | 3.10958817238859e-05 | 1.5547940861943e-05 |
| 225 | 0.99999083100418 | 1.83379916395634e-05 | 9.16899581978172e-06 |
| 226 | 0.999996310180905 | 7.37963819000275e-06 | 3.68981909500138e-06 |
| 227 | 0.999998456448772 | 3.08710245642351e-06 | 1.54355122821176e-06 |
| 228 | 0.999997291815155 | 5.41636969008697e-06 | 2.70818484504349e-06 |
| 229 | 0.999995491567962 | 9.01686407667421e-06 | 4.5084320383371e-06 |
| 230 | 0.999994660503113 | 1.0678993774477e-05 | 5.33949688723852e-06 |
| 231 | 0.999997389172325 | 5.22165535103226e-06 | 2.61082767551613e-06 |
| 232 | 0.999995836776661 | 8.32644667879996e-06 | 4.16322333939998e-06 |
| 233 | 0.999995172589763 | 9.65482047346922e-06 | 4.82741023673461e-06 |
| 234 | 0.999994753891327 | 1.0492217345736e-05 | 5.24610867286798e-06 |
| 235 | 0.99999410997369 | 1.17800526208251e-05 | 5.89002631041256e-06 |
| 236 | 0.99999388649904 | 1.22270019192188e-05 | 6.11350095960939e-06 |
| 237 | 0.999990309036256 | 1.93819274887075e-05 | 9.69096374435374e-06 |
| 238 | 0.999990530758794 | 1.89384824112675e-05 | 9.46924120563373e-06 |
| 239 | 0.999985137753908 | 2.97244921834461e-05 | 1.4862246091723e-05 |
| 240 | 0.99998489709716 | 3.02058056795014e-05 | 1.51029028397507e-05 |
| 241 | 0.99997553278589 | 4.89344282208216e-05 | 2.44672141104108e-05 |
| 242 | 0.999968494759055 | 6.30104818899505e-05 | 3.15052409449753e-05 |
| 243 | 0.999960923845901 | 7.81523081985753e-05 | 3.90761540992877e-05 |
| 244 | 0.999937264138896 | 0.000125471722208132 | 6.27358611040661e-05 |
| 245 | 0.999891746311937 | 0.000216507376126136 | 0.000108253688063068 |
| 246 | 0.999814826466212 | 0.000370347067576565 | 0.000185173533788282 |
| 247 | 0.999870348236404 | 0.000259303527192373 | 0.000129651763596187 |
| 248 | 0.999784345164312 | 0.000431309671375268 | 0.000215654835687634 |
| 249 | 0.9998605301621 | 0.000278939675799387 | 0.000139469837899694 |
| 250 | 0.999900050992038 | 0.000199898015923069 | 9.99490079615346e-05 |
| 251 | 0.999846621043945 | 0.00030675791211065 | 0.000153378956055325 |
| 252 | 0.999738318471051 | 0.00052336305789815 | 0.000261681528949075 |
| 253 | 0.999764028537115 | 0.000471942925770741 | 0.00023597146288537 |
| 254 | 0.999581682154743 | 0.000836635690513786 | 0.000418317845256893 |
| 255 | 0.999290802094146 | 0.00141839581170769 | 0.000709197905853844 |
| 256 | 0.999141459736785 | 0.00171708052642918 | 0.000858540263214588 |
| 257 | 0.998598029983103 | 0.00280394003379334 | 0.00140197001689667 |
| 258 | 0.997688501043589 | 0.00462299791282235 | 0.00231149895641117 |
| 259 | 0.997726753471751 | 0.00454649305649765 | 0.00227324652824882 |
| 260 | 0.996221583168258 | 0.00755683366348398 | 0.00377841683174199 |
| 261 | 0.998498232157138 | 0.00300353568572344 | 0.00150176784286172 |
| 262 | 0.997548799139421 | 0.00490240172115792 | 0.00245120086057896 |
| 263 | 0.995785753205566 | 0.00842849358886728 | 0.00421424679443364 |
| 264 | 0.993421375962615 | 0.0131572480747704 | 0.0065786240373852 |
| 265 | 0.98907648860788 | 0.0218470227842408 | 0.0109235113921204 |
| 266 | 0.982807242782678 | 0.0343855144346444 | 0.0171927572173222 |
| 267 | 0.977508025774723 | 0.0449839484505538 | 0.0224919742252769 |
| 268 | 0.966197157726636 | 0.0676056845467273 | 0.0338028422733636 |
| 269 | 0.947400824972846 | 0.105198350054308 | 0.0525991750271539 |
| 270 | 0.927902098085169 | 0.144195803829663 | 0.0720979019148315 |
| 271 | 0.892986295981818 | 0.214027408036364 | 0.107013704018182 |
| 272 | 0.865060924584917 | 0.269878150830167 | 0.134939075415083 |
| 273 | 0.923522476434162 | 0.152955047131676 | 0.0764775235658378 |
| 274 | 0.888487387070597 | 0.223025225858807 | 0.111512612929403 |
| 275 | 0.839398528245049 | 0.321202943509901 | 0.160601471754951 |
| 276 | 0.79511946007101 | 0.40976107985798 | 0.20488053992899 |
| 277 | 0.708969285869213 | 0.582061428261575 | 0.291030714130787 |
| 278 | 0.702950327012367 | 0.594099345975267 | 0.297049672987633 |
| 279 | 0.596433736202573 | 0.807132527594853 | 0.403566263797426 |
| 280 | 0.493034741286271 | 0.986069482572542 | 0.506965258713729 |
| 281 | 0.447313613857146 | 0.894627227714292 | 0.552686386142854 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 155 | 0.565693430656934 | NOK |
| 5% type I error level | 167 | 0.60948905109489 | NOK |
| 10% type I error level | 194 | 0.708029197080292 | NOK |
