| Multiple Linear Regression - Estimated Regression Equation |
| compendiums_reviewed[t] = + 9.39979282070841 + 4.62296653534767e-05time_in_rfc[t] -0.00150497411259796pageviews[t] + 0.0185109938352304logins[t] + 0.106385236628769blogged_computations[t] + 7.89900172469073e-05totsize[t] -0.0214513220866374`tothyperlinks\r`[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) | 9.39979282070841 | 0.807542 | 11.64 | 0 | 0 |
| time_in_rfc | 4.62296653534767e-05 | 1.3e-05 | 3.6878 | 0.000271 | 0.000136 |
| pageviews | -0.00150497411259796 | 0.001231 | -1.2225 | 0.222541 | 0.11127 |
| logins | 0.0185109938352304 | 0.016999 | 1.089 | 0.277094 | 0.138547 |
| blogged_computations | 0.106385236628769 | 0.024029 | 4.4273 | 1.4e-05 | 7e-06 |
| totsize | 7.89900172469073e-05 | 1.6e-05 | 5.0432 | 1e-06 | 0 |
| `tothyperlinks\r` | -0.0214513220866374 | 0.017831 | -1.203 | 0.229979 | 0.11499 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.815928384921015 |
| R-squared | 0.665739129319815 |
| Adjusted R-squared | 0.658627195901088 |
| F-TEST (value) | 93.6087404258839 |
| F-TEST (DF numerator) | 6 |
| F-TEST (DF denominator) | 282 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 6.19051109735342 |
| Sum Squared Residuals | 10806.9245963005 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 30 | 32.2373526142891 | -2.23735261428908 |
| 2 | 28 | 25.3796484972692 | 2.62035150273075 |
| 3 | 38 | 27.1034537045978 | 10.8965462954022 |
| 4 | 30 | 32.6553312098093 | -2.65533120980926 |
| 5 | 22 | 21.4135342243683 | 0.586465775631689 |
| 6 | 26 | 16.1787251612941 | 9.82127483870591 |
| 7 | 25 | 43.1775934761172 | -18.1775934761172 |
| 8 | 18 | 12.5087372632893 | 5.49126273671066 |
| 9 | 11 | 16.3520272347268 | -5.35202723472683 |
| 10 | 26 | 26.6721830598723 | -0.672183059872311 |
| 11 | 25 | 25.6705762877934 | -0.670576287793439 |
| 12 | 38 | 30.0045773232311 | 7.99542267676886 |
| 13 | 44 | 29.8454121225218 | 14.1545878774782 |
| 14 | 30 | 22.4651107564409 | 7.5348892435591 |
| 15 | 40 | 33.7949005890738 | 6.20509941092622 |
| 16 | 34 | 25.8571450689673 | 8.14285493103269 |
| 17 | 47 | 42.7047138591567 | 4.29528614084335 |
| 18 | 30 | 36.6736826556862 | -6.67368265568622 |
| 19 | 31 | 33.5659669582776 | -2.56596695827763 |
| 20 | 23 | 28.4967290659041 | -5.49672906590411 |
| 21 | 36 | 35.1615459956705 | 0.838454004329548 |
| 22 | 36 | 33.4255733608581 | 2.57442663914193 |
| 23 | 30 | 34.632802718926 | -4.63280271892598 |
| 24 | 25 | 24.2222986557894 | 0.777701344210618 |
| 25 | 39 | 28.5180872362973 | 10.4819127637027 |
| 26 | 34 | 31.3012559702371 | 2.69874402976293 |
| 27 | 31 | 28.4550240504464 | 2.54497594955362 |
| 28 | 31 | 31.228849625008 | -0.228849625008017 |
| 29 | 33 | 33.109771459861 | -0.109771459861014 |
| 30 | 25 | 20.297360693594 | 4.702639306406 |
| 31 | 33 | 32.6095362199272 | 0.390463780072771 |
| 32 | 35 | 34.4573929024783 | 0.542607097521691 |
| 33 | 42 | 23.8020045846571 | 18.1979954153429 |
| 34 | 43 | 36.7558107996654 | 6.24418920033456 |
| 35 | 30 | 21.0065022519357 | 8.99349774806426 |
| 36 | 33 | 36.3923175785373 | -3.39231757853735 |
| 37 | 13 | 18.0697634001106 | -5.06976340011057 |
| 38 | 32 | 27.8897970448775 | 4.11020295512251 |
| 39 | 36 | 35.3899551094464 | 0.610044890553614 |
| 40 | 0 | 9.878701404083 | -9.878701404083 |
| 41 | 28 | 24.966656064052 | 3.03334393594796 |
| 42 | 14 | 18.6588235885492 | -4.65882358854921 |
| 43 | 17 | 17.8485684917757 | -0.848568491775719 |
| 44 | 32 | 34.6616646164881 | -2.66166461648812 |
| 45 | 30 | 33.5338614252569 | -3.53386142525689 |
| 46 | 35 | 24.3637453596525 | 10.6362546403475 |
| 47 | 20 | 23.1636485014616 | -3.16364850146161 |
| 48 | 28 | 26.4806793443429 | 1.5193206556571 |
| 49 | 28 | 20.2778293427013 | 7.72217065729866 |
| 50 | 39 | 21.1638863630557 | 17.8361136369443 |
| 51 | 34 | 36.4497413360554 | -2.44974133605544 |
| 52 | 26 | 16.725011174733 | 9.27498882526703 |
| 53 | 39 | 29.8366962350195 | 9.16330376498049 |
| 54 | 39 | 38.7377157598446 | 0.262284240155425 |
| 55 | 33 | 26.8094661932949 | 6.19053380670514 |
| 56 | 28 | 27.8664109957838 | 0.133589004216236 |
| 57 | 4 | 11.386705899518 | -7.38670589951804 |
| 58 | 39 | 40.39901717168 | -1.39901717168001 |
| 59 | 18 | 15.9558641411945 | 2.04413585880547 |
| 60 | 14 | 18.4557253222523 | -4.45572532225233 |
| 61 | 29 | 28.7956993669958 | 0.204300633004154 |
| 62 | 44 | 37.8600448625086 | 6.13995513749137 |
| 63 | 21 | 37.5948827487245 | -16.5948827487245 |
| 64 | 16 | 17.5052495190494 | -1.50524951904939 |
| 65 | 28 | 32.965858547407 | -4.96585854740696 |
| 66 | 35 | 37.7423353570808 | -2.74233535708082 |
| 67 | 28 | 29.8131002866382 | -1.81310028663817 |
| 68 | 38 | 42.0306777199506 | -4.0306777199506 |
| 69 | 23 | 37.19693166968 | -14.19693166968 |
| 70 | 36 | 24.1840836864304 | 11.8159163135696 |
| 71 | 32 | 27.9107049452148 | 4.08929505478519 |
| 72 | 29 | 27.2874929029431 | 1.71250709705692 |
| 73 | 25 | 26.3451533643706 | -1.34515336437059 |
| 74 | 27 | 28.7426001783372 | -1.74260017833717 |
| 75 | 36 | 28.4073143811308 | 7.59268561886921 |
| 76 | 28 | 32.8673917836108 | -4.86739178361083 |
| 77 | 23 | 30.9856987269634 | -7.98569872696341 |
| 78 | 40 | 27.6769372123625 | 12.3230627876375 |
| 79 | 23 | 15.6184713439506 | 7.38152865604943 |
| 80 | 40 | 27.9751687017327 | 12.0248312982673 |
| 81 | 28 | 27.3951920598413 | 0.604807940158729 |
| 82 | 34 | 28.8065296465134 | 5.1934703534866 |
| 83 | 33 | 37.8470360220592 | -4.84703602205917 |
| 84 | 28 | 33.2957873268934 | -5.29578732689344 |
| 85 | 34 | 41.6814472687505 | -7.68144726875047 |
| 86 | 30 | 27.7343369639422 | 2.26566303605784 |
| 87 | 33 | 25.0548429644243 | 7.94515703557566 |
| 88 | 22 | 21.5184393585752 | 0.481560641424765 |
| 89 | 38 | 40.9539263613643 | -2.95392636136428 |
| 90 | 26 | 20.756446044808 | 5.24355395519203 |
| 91 | 35 | 31.5221360788036 | 3.47786392119639 |
| 92 | 8 | 20.7154916362414 | -12.7154916362414 |
| 93 | 24 | 16.6561556936248 | 7.34384430637519 |
| 94 | 29 | 27.4105012216121 | 1.58949877838789 |
| 95 | 20 | 19.9281164949296 | 0.0718835050703735 |
| 96 | 29 | 32.4777156960579 | -3.47771569605795 |
| 97 | 45 | 31.0882443614822 | 13.9117556385178 |
| 98 | 37 | 35.277609457579 | 1.72239054242099 |
| 99 | 33 | 26.2374582301518 | 6.76254176984821 |
| 100 | 33 | 33.9703419814422 | -0.970341981442222 |
| 101 | 25 | 20.8609752660919 | 4.13902473390809 |
| 102 | 32 | 29.8148905178882 | 2.18510948211182 |
| 103 | 29 | 31.2536432864155 | -2.25364328641552 |
| 104 | 28 | 30.0508082040581 | -2.05080820405806 |
| 105 | 28 | 32.8080905094958 | -4.80809050949575 |
| 106 | 31 | 41.4545012055098 | -10.4545012055098 |
| 107 | 52 | 37.3841035051266 | 14.6158964948734 |
| 108 | 21 | 17.0387800191257 | 3.96121998087429 |
| 109 | 24 | 42.4401336032903 | -18.4401336032903 |
| 110 | 41 | 35.2455456697488 | 5.75445433025117 |
| 111 | 33 | 37.2648813934252 | -4.26488139342524 |
| 112 | 32 | 22.6916089590249 | 9.30839104097508 |
| 113 | 19 | 14.5418023912546 | 4.45819760874543 |
| 114 | 20 | 24.6239120431903 | -4.6239120431903 |
| 115 | 31 | 28.4604827413745 | 2.53951725862548 |
| 116 | 31 | 32.7704086225743 | -1.77040862257431 |
| 117 | 32 | 38.9527413437856 | -6.95274134378561 |
| 118 | 18 | 25.2844376488508 | -7.28443764885077 |
| 119 | 23 | 30.5965002920128 | -7.59650029201277 |
| 120 | 17 | 18.6215258183602 | -1.62152581836016 |
| 121 | 20 | 21.9618860739104 | -1.96188607391041 |
| 122 | 12 | 15.1841281474503 | -3.18412814745025 |
| 123 | 17 | 18.5916802632197 | -1.59168026321966 |
| 124 | 30 | 32.1752360416528 | -2.17523604165276 |
| 125 | 31 | 31.7713655806874 | -0.771365580687427 |
| 126 | 10 | 16.5557507197803 | -6.55575071978029 |
| 127 | 13 | 19.3566049582059 | -6.3566049582059 |
| 128 | 22 | 22.404093459698 | -0.404093459697972 |
| 129 | 42 | 38.4110907161403 | 3.58890928385967 |
| 130 | 1 | 11.1897925816496 | -10.1897925816496 |
| 131 | 9 | 11.8472001939453 | -2.84720019394528 |
| 132 | 32 | 29.5257359771118 | 2.4742640228882 |
| 133 | 11 | 15.6939760684249 | -4.69397606842487 |
| 134 | 25 | 18.7118027633127 | 6.28819723668728 |
| 135 | 36 | 22.394530624377 | 13.605469375623 |
| 136 | 31 | 37.438737784702 | -6.43873778470196 |
| 137 | 0 | 10.4941352377634 | -10.4941352377634 |
| 138 | 24 | 29.6013429314064 | -5.60134293140641 |
| 139 | 13 | 14.1295566988692 | -1.12955669886915 |
| 140 | 8 | 12.7213828158317 | -4.72138281583175 |
| 141 | 13 | 13.1893652669181 | -0.189365266918095 |
| 142 | 19 | 24.0503794688506 | -5.05037946885058 |
| 143 | 18 | 14.4395716186772 | 3.56042838132285 |
| 144 | 33 | 32.617021411042 | 0.382978588957992 |
| 145 | 40 | 30.1905681581276 | 9.80943184187237 |
| 146 | 22 | 16.3781877621195 | 5.62181223788045 |
| 147 | 38 | 24.6421472019191 | 13.3578527980809 |
| 148 | 24 | 21.4085621746258 | 2.59143782537425 |
| 149 | 8 | 12.9928838009496 | -4.99288380094959 |
| 150 | 35 | 25.2596337241582 | 9.74036627584182 |
| 151 | 43 | 35.1683130633489 | 7.83168693665107 |
| 152 | 43 | 25.3168162860569 | 17.6831837139431 |
| 153 | 14 | 20.0623227890382 | -6.06232278903818 |
| 154 | 41 | 40.2864951653566 | 0.713504834643426 |
| 155 | 38 | 38.5151458516939 | -0.515145851693902 |
| 156 | 45 | 49.6188329326026 | -4.61883293260257 |
| 157 | 31 | 25.9413516965143 | 5.05864830348568 |
| 158 | 13 | 16.1529332922084 | -3.15293329220843 |
| 159 | 28 | 19.5860284763023 | 8.41397152369774 |
| 160 | 31 | 33.1893535141184 | -2.18935351411838 |
| 161 | 40 | 38.3825693173097 | 1.61743068269031 |
| 162 | 30 | 22.2870182913271 | 7.71298170867285 |
| 163 | 16 | 21.5273108361388 | -5.52731083613882 |
| 164 | 37 | 41.4064206269845 | -4.40642062698448 |
| 165 | 30 | 21.8998891552048 | 8.10011084479517 |
| 166 | 35 | 30.5704224874879 | 4.42957751251207 |
| 167 | 32 | 24.6687947422934 | 7.33120525770659 |
| 168 | 27 | 22.1758473967277 | 4.82415260327232 |
| 169 | 20 | 21.1330100768887 | -1.13301007688871 |
| 170 | 18 | 29.3224276869073 | -11.3224276869073 |
| 171 | 31 | 35.2599524858757 | -4.25995248587573 |
| 172 | 31 | 32.893108952716 | -1.89310895271597 |
| 173 | 21 | 22.4731187429681 | -1.47311874296813 |
| 174 | 39 | 37.1815956102508 | 1.81840438974924 |
| 175 | 41 | 35.2434992469862 | 5.75650075301379 |
| 176 | 13 | 18.0311917937877 | -5.03119179378769 |
| 177 | 32 | 33.874171754501 | -1.87417175450104 |
| 178 | 18 | 16.7215228477268 | 1.2784771522732 |
| 179 | 39 | 39.0793366278235 | -0.0793366278235007 |
| 180 | 14 | 20.4291973142849 | -6.42919731428492 |
| 181 | 7 | 17.1473728975222 | -10.1473728975222 |
| 182 | 17 | 21.4631656022528 | -4.46316560225283 |
| 183 | 0 | 10.7464356524248 | -10.7464356524248 |
| 184 | 30 | 24.649662434173 | 5.35033756582698 |
| 185 | 37 | 32.9191571764325 | 4.08084282356751 |
| 186 | 0 | 10.3437523719974 | -10.3437523719974 |
| 187 | 5 | 12.6995661224224 | -7.69956612242239 |
| 188 | 1 | 10.3370992194172 | -9.33709921941715 |
| 189 | 16 | 19.0659404483397 | -3.06594044833971 |
| 190 | 32 | 19.3090507046038 | 12.6909492953962 |
| 191 | 24 | 24.7286130675273 | -0.728613067527299 |
| 192 | 17 | 16.43246177652 | 0.567538223479975 |
| 193 | 11 | 16.9807519304075 | -5.98075193040749 |
| 194 | 24 | 14.0211549603538 | 9.97884503964622 |
| 195 | 22 | 23.7941458362151 | -1.79414583621512 |
| 196 | 12 | 19.8134164330038 | -7.81341643300379 |
| 197 | 19 | 14.8666429219521 | 4.13335707804793 |
| 198 | 13 | 17.6988415664377 | -4.69884156643774 |
| 199 | 17 | 19.4509668795297 | -2.45096687952974 |
| 200 | 15 | 17.4358755209578 | -2.43587552095779 |
| 201 | 16 | 16.3958515118202 | -0.395851511820243 |
| 202 | 24 | 13.2207398852511 | 10.7792601147489 |
| 203 | 15 | 20.6488210270156 | -5.64882102701559 |
| 204 | 17 | 19.1097252631368 | -2.10972526313684 |
| 205 | 18 | 16.0454797336751 | 1.95452026632493 |
| 206 | 20 | 13.3393017658085 | 6.66069823419155 |
| 207 | 16 | 16.6224445630833 | -0.622444563083307 |
| 208 | 16 | 22.0327900214146 | -6.03279002141465 |
| 209 | 18 | 19.4326612425591 | -1.43266124255912 |
| 210 | 22 | 19.5588370899183 | 2.44116291008168 |
| 211 | 8 | 16.2787452637126 | -8.27874526371264 |
| 212 | 17 | 19.3393414703266 | -2.3393414703266 |
| 213 | 18 | 14.6488450579104 | 3.35115494208963 |
| 214 | 16 | 18.0484118854714 | -2.04841188547137 |
| 215 | 23 | 14.1998749881079 | 8.80012501189214 |
| 216 | 22 | 12.4887622589928 | 9.51123774100718 |
| 217 | 13 | 15.3438478576626 | -2.34384785766262 |
| 218 | 13 | 15.3480753323278 | -2.34807533232782 |
| 219 | 16 | 15.4570481794136 | 0.542951820586392 |
| 220 | 16 | 15.0020595246695 | 0.997940475330484 |
| 221 | 20 | 16.7847706768088 | 3.21522932319124 |
| 222 | 22 | 19.5605920515884 | 2.43940794841164 |
| 223 | 17 | 18.2646294687076 | -1.2646294687076 |
| 224 | 18 | 16.2967199073049 | 1.70328009269511 |
| 225 | 17 | 11.3699034084162 | 5.63009659158379 |
| 226 | 12 | 19.1020198748112 | -7.1020198748112 |
| 227 | 7 | 16.7571547306042 | -9.75715473060417 |
| 228 | 17 | 16.7192280046695 | 0.280771995330477 |
| 229 | 14 | 15.1926159933564 | -1.1926159933564 |
| 230 | 23 | 19.5194081845171 | 3.48059181548295 |
| 231 | 17 | 10.6765789646025 | 6.3234210353975 |
| 232 | 14 | 17.5422027621569 | -3.54220276215689 |
| 233 | 15 | 18.2885505850977 | -3.28855058509771 |
| 234 | 17 | 13.9129000325551 | 3.08709996744488 |
| 235 | 21 | 16.6485810512539 | 4.35141894874611 |
| 236 | 18 | 17.4244448858873 | 0.575555114112692 |
| 237 | 18 | 19.9810855366424 | -1.98108553664242 |
| 238 | 17 | 13.4072843317942 | 3.59271566820577 |
| 239 | 17 | 15.6928415269245 | 1.30715847307546 |
| 240 | 16 | 13.0822129986555 | 2.91778700134447 |
| 241 | 15 | 16.703173843617 | -1.70317384361696 |
| 242 | 21 | 21.1151030106052 | -0.115103010605172 |
| 243 | 16 | 15.705932030725 | 0.294067969274983 |
| 244 | 14 | 15.2291004846637 | -1.22910048466366 |
| 245 | 15 | 15.918593453134 | -0.918593453133956 |
| 246 | 17 | 17.7511540129937 | -0.751154012993737 |
| 247 | 15 | 20.5485736303666 | -5.54857363036657 |
| 248 | 15 | 16.2584014209947 | -1.25840142099467 |
| 249 | 10 | 17.033982632756 | -7.03398263275602 |
| 250 | 6 | 14.7038651448342 | -8.70386514483423 |
| 251 | 22 | 20.9768527868054 | 1.02314721319462 |
| 252 | 21 | 19.9404123387803 | 1.05958766121966 |
| 253 | 1 | 11.5541629789614 | -10.5541629789614 |
| 254 | 18 | 16.3191196801182 | 1.68088031988178 |
| 255 | 17 | 15.650024100572 | 1.34997589942803 |
| 256 | 4 | 11.385545261539 | -7.38554526153895 |
| 257 | 10 | 14.4995591040271 | -4.49955910402706 |
| 258 | 16 | 17.6546894009373 | -1.65468940093727 |
| 259 | 16 | 14.3495497414622 | 1.65045025853778 |
| 260 | 9 | 13.5407430511026 | -4.54074305110261 |
| 261 | 16 | 10.7872874504117 | 5.21271254958831 |
| 262 | 17 | 17.7270407528765 | -0.727040752876509 |
| 263 | 7 | 11.4556783954215 | -4.45567839542149 |
| 264 | 15 | 15.7683878385892 | -0.768387838589177 |
| 265 | 14 | 15.4238175894286 | -1.42381758942863 |
| 266 | 14 | 17.5923688625623 | -3.59236886256229 |
| 267 | 18 | 16.5657582175149 | 1.43424178248511 |
| 268 | 12 | 16.2222729323589 | -4.22227293235886 |
| 269 | 16 | 18.8882610555764 | -2.88826105557644 |
| 270 | 21 | 18.9409046830713 | 2.0590953169287 |
| 271 | 19 | 16.0068044613288 | 2.99319553867121 |
| 272 | 16 | 16.1190920513146 | -0.119092051314605 |
| 273 | 1 | 11.5303781892494 | -10.5303781892494 |
| 274 | 16 | 19.6954965698301 | -3.69549656983014 |
| 275 | 10 | 15.2918360696055 | -5.29183606960551 |
| 276 | 19 | 17.1259274955622 | 1.87407250443779 |
| 277 | 12 | 14.1510068616277 | -2.15100686162767 |
| 278 | 2 | 11.4103799553124 | -9.4103799553124 |
| 279 | 14 | 17.0248139818839 | -3.0248139818839 |
| 280 | 17 | 15.218361545063 | 1.781638454937 |
| 281 | 19 | 16.3255469860998 | 2.67445301390025 |
| 282 | 14 | 21.0494091393442 | -7.04940913934423 |
| 283 | 11 | 17.2541366707811 | -6.25413667078114 |
| 284 | 4 | 11.9143895761696 | -7.91438957616959 |
| 285 | 16 | 14.2991411128576 | 1.70085888714244 |
| 286 | 20 | 14.7135693140217 | 5.28643068597827 |
| 287 | 12 | 13.0221062943647 | -1.02210629436473 |
| 288 | 15 | 15.6850844766015 | -0.685084476601459 |
| 289 | 16 | 14.4395969175079 | 1.56040308249207 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 10 | 0.692818263242827 | 0.614363473514346 | 0.307181736757173 |
| 11 | 0.601415714773051 | 0.797168570453899 | 0.398584285226949 |
| 12 | 0.590910535441329 | 0.818178929117341 | 0.409089464558671 |
| 13 | 0.901965059315443 | 0.196069881369115 | 0.0980349406845574 |
| 14 | 0.893098385086902 | 0.213803229826195 | 0.106901614913098 |
| 15 | 0.940246842892381 | 0.119506314215238 | 0.0597531571076188 |
| 16 | 0.926458391907255 | 0.14708321618549 | 0.0735416080927451 |
| 17 | 0.927926067651308 | 0.144147864697384 | 0.0720739323486922 |
| 18 | 0.921357407796625 | 0.15728518440675 | 0.0786425922033752 |
| 19 | 0.904399352654398 | 0.191201294691204 | 0.0956006473456022 |
| 20 | 0.925513458471991 | 0.148973083056019 | 0.0744865415280095 |
| 21 | 0.896255864064823 | 0.207488271870355 | 0.103744135935177 |
| 22 | 0.867528756967435 | 0.264942486065131 | 0.132471243032565 |
| 23 | 0.827389284760448 | 0.345221430479104 | 0.172610715239552 |
| 24 | 0.778973502585008 | 0.442052994829984 | 0.221026497414992 |
| 25 | 0.79870819815913 | 0.40258360368174 | 0.20129180184087 |
| 26 | 0.761229826236981 | 0.477540347526039 | 0.238770173763019 |
| 27 | 0.708531069693638 | 0.582937860612724 | 0.291468930306362 |
| 28 | 0.651414480407811 | 0.697171039184378 | 0.348585519592189 |
| 29 | 0.615434358481487 | 0.769131283037027 | 0.384565641518513 |
| 30 | 0.557561574502186 | 0.884876850995628 | 0.442438425497814 |
| 31 | 0.496383959993333 | 0.992767919986667 | 0.503616040006667 |
| 32 | 0.436128370275734 | 0.872256740551468 | 0.563871629724266 |
| 33 | 0.694878919652481 | 0.610242160695037 | 0.305121080347519 |
| 34 | 0.709236086009001 | 0.581527827981998 | 0.290763913990999 |
| 35 | 0.713800937756296 | 0.572398124487409 | 0.286199062243704 |
| 36 | 0.673971386890148 | 0.652057226219705 | 0.326028613109852 |
| 37 | 0.746147542856324 | 0.507704914287353 | 0.253852457143676 |
| 38 | 0.735583444548138 | 0.528833110903725 | 0.264416555451862 |
| 39 | 0.705368518066111 | 0.589262963867779 | 0.294631481933889 |
| 40 | 0.889449233183548 | 0.221101533632904 | 0.110550766816452 |
| 41 | 0.864718769956667 | 0.270562460086666 | 0.135281230043333 |
| 42 | 0.864944458763051 | 0.270111082473898 | 0.135055541236949 |
| 43 | 0.850884774277346 | 0.298230451445307 | 0.149115225722654 |
| 44 | 0.843057168441135 | 0.313885663117729 | 0.156942831558865 |
| 45 | 0.815344206569008 | 0.369311586861983 | 0.184655793430992 |
| 46 | 0.841884710381342 | 0.316230579237316 | 0.158115289618658 |
| 47 | 0.823875657060364 | 0.352248685879273 | 0.176124342939636 |
| 48 | 0.792254373329959 | 0.415491253340082 | 0.207745626670041 |
| 49 | 0.790310735088641 | 0.419378529822718 | 0.209689264911359 |
| 50 | 0.913699413899356 | 0.172601172201288 | 0.0863005861006441 |
| 51 | 0.895782456499528 | 0.208435087000943 | 0.104217543500472 |
| 52 | 0.895673797355581 | 0.208652405288839 | 0.10432620264442 |
| 53 | 0.901619110604404 | 0.196761778791191 | 0.0983808893955955 |
| 54 | 0.882413245847097 | 0.235173508305805 | 0.117586754152903 |
| 55 | 0.868877461691855 | 0.262245076616289 | 0.131122538308145 |
| 56 | 0.847378668503872 | 0.305242662992256 | 0.152621331496128 |
| 57 | 0.894114842862844 | 0.211770314274311 | 0.105885157137156 |
| 58 | 0.875011907270482 | 0.249976185459037 | 0.124988092729518 |
| 59 | 0.853272546657904 | 0.293454906684191 | 0.146727453342096 |
| 60 | 0.854845705190788 | 0.290308589618424 | 0.145154294809212 |
| 61 | 0.83042700139022 | 0.339145997219561 | 0.16957299860978 |
| 62 | 0.816434130965635 | 0.367131738068731 | 0.183565869034365 |
| 63 | 0.927018364478005 | 0.14596327104399 | 0.0729816355219948 |
| 64 | 0.914908826358552 | 0.170182347282896 | 0.0850911736414482 |
| 65 | 0.907906027728431 | 0.184187944543138 | 0.092093972271569 |
| 66 | 0.895099433210948 | 0.209801133578105 | 0.104900566789053 |
| 67 | 0.880314862379815 | 0.23937027524037 | 0.119685137620185 |
| 68 | 0.86888579632235 | 0.2622284073553 | 0.13111420367765 |
| 69 | 0.941460803160836 | 0.117078393678329 | 0.0585391968391643 |
| 70 | 0.962808573159277 | 0.0743828536814458 | 0.0371914268407229 |
| 71 | 0.957934938124817 | 0.0841301237503661 | 0.042065061875183 |
| 72 | 0.948947533135288 | 0.102104933729423 | 0.0510524668647115 |
| 73 | 0.939735978867643 | 0.120528042264714 | 0.060264021132357 |
| 74 | 0.931385781992335 | 0.137228436015329 | 0.0686142180076646 |
| 75 | 0.934740432471776 | 0.130519135056448 | 0.0652595675282239 |
| 76 | 0.933621782175807 | 0.132756435648387 | 0.0663782178241933 |
| 77 | 0.952952389217675 | 0.0940952215646495 | 0.0470476107823248 |
| 78 | 0.970790779382713 | 0.0584184412345734 | 0.0292092206172867 |
| 79 | 0.969074217900893 | 0.0618515641982135 | 0.0309257820991068 |
| 80 | 0.980665241369654 | 0.0386695172606917 | 0.0193347586303458 |
| 81 | 0.976013208873193 | 0.0479735822536147 | 0.0239867911268073 |
| 82 | 0.973282323264761 | 0.0534353534704769 | 0.0267176767352385 |
| 83 | 0.970546602081722 | 0.0589067958365554 | 0.0294533979182777 |
| 84 | 0.968468858242606 | 0.0630622835147875 | 0.0315311417573937 |
| 85 | 0.97060057841598 | 0.0587988431680408 | 0.0293994215840204 |
| 86 | 0.964512433356775 | 0.0709751332864508 | 0.0354875666432254 |
| 87 | 0.965882280297878 | 0.0682354394042438 | 0.0341177197021219 |
| 88 | 0.959370845652018 | 0.0812583086959642 | 0.0406291543479821 |
| 89 | 0.951950584398278 | 0.0960988312034438 | 0.0480494156017219 |
| 90 | 0.946021726999669 | 0.107956546000663 | 0.0539782730003314 |
| 91 | 0.93830564038289 | 0.123388719234221 | 0.0616943596171105 |
| 92 | 0.974586070211754 | 0.0508278595764921 | 0.025413929788246 |
| 93 | 0.973323601805015 | 0.0533527963899692 | 0.0266763981949846 |
| 94 | 0.967593865701283 | 0.0648122685974347 | 0.0324061342987174 |
| 95 | 0.961936505986414 | 0.0761269880271723 | 0.0380634940135862 |
| 96 | 0.956912710727772 | 0.086174578544456 | 0.043087289272228 |
| 97 | 0.980289252937569 | 0.0394214941248621 | 0.0197107470624311 |
| 98 | 0.97601051698609 | 0.0479789660278204 | 0.0239894830139102 |
| 99 | 0.97571176160583 | 0.0485764767883404 | 0.0242882383941702 |
| 100 | 0.970389955658226 | 0.0592200886835484 | 0.0296100443417742 |
| 101 | 0.965639827637756 | 0.0687203447244874 | 0.0343601723622437 |
| 102 | 0.959078362644131 | 0.081843274711738 | 0.040921637355869 |
| 103 | 0.95170345072648 | 0.0965930985470398 | 0.0482965492735199 |
| 104 | 0.94338376626057 | 0.11323246747886 | 0.0566162337394301 |
| 105 | 0.938067491440567 | 0.123865017118867 | 0.0619325085594333 |
| 106 | 0.949709731178012 | 0.100580537643975 | 0.0502902688219877 |
| 107 | 0.981458196314094 | 0.0370836073718114 | 0.0185418036859057 |
| 108 | 0.97850321929898 | 0.0429935614020401 | 0.0214967807010201 |
| 109 | 0.996027887548386 | 0.00794422490322817 | 0.00397211245161408 |
| 110 | 0.996022430864679 | 0.00795513827064192 | 0.00397756913532096 |
| 111 | 0.995562618209194 | 0.00887476358161239 | 0.0044373817908062 |
| 112 | 0.996837740826561 | 0.00632451834687797 | 0.00316225917343898 |
| 113 | 0.996076210433727 | 0.00784757913254567 | 0.00392378956627284 |
| 114 | 0.996091340997312 | 0.00781731800537513 | 0.00390865900268757 |
| 115 | 0.99508301511035 | 0.00983396977930068 | 0.00491698488965034 |
| 116 | 0.993858544930876 | 0.0122829101382477 | 0.00614145506912386 |
| 117 | 0.994006036383072 | 0.0119879272338558 | 0.00599396361692789 |
| 118 | 0.995010402549954 | 0.00997919490009185 | 0.00498959745004592 |
| 119 | 0.996468684703255 | 0.00706263059349001 | 0.00353131529674501 |
| 120 | 0.995928929159335 | 0.00814214168133006 | 0.00407107084066503 |
| 121 | 0.995193829971388 | 0.00961234005722353 | 0.00480617002861176 |
| 122 | 0.995153926958088 | 0.00969214608382443 | 0.00484607304191222 |
| 123 | 0.9942138122274 | 0.0115723755451998 | 0.00578618777259992 |
| 124 | 0.993165188338967 | 0.0136696233220653 | 0.00683481166103265 |
| 125 | 0.991606494014308 | 0.0167870119713841 | 0.00839350598569203 |
| 126 | 0.993047568978089 | 0.0139048620438217 | 0.00695243102191086 |
| 127 | 0.9938767186087 | 0.0122465627825998 | 0.00612328139129988 |
| 128 | 0.992349599945175 | 0.0153008001096508 | 0.0076504000548254 |
| 129 | 0.991286946650839 | 0.0174261066983225 | 0.00871305334916124 |
| 130 | 0.995440858128903 | 0.00911828374219442 | 0.00455914187109721 |
| 131 | 0.994849428941179 | 0.0103011421176425 | 0.00515057105882124 |
| 132 | 0.993779909318409 | 0.0124401813631816 | 0.00622009068159079 |
| 133 | 0.99358462874311 | 0.0128307425137807 | 0.00641537125689037 |
| 134 | 0.993730213067103 | 0.0125395738657933 | 0.00626978693289664 |
| 135 | 0.997635875183348 | 0.00472824963330421 | 0.00236412481665211 |
| 136 | 0.997683690139548 | 0.00463261972090321 | 0.00231630986045161 |
| 137 | 0.998856908681839 | 0.00228618263632208 | 0.00114309131816104 |
| 138 | 0.998939046585242 | 0.00212190682951582 | 0.00106095341475791 |
| 139 | 0.998650724956958 | 0.00269855008608332 | 0.00134927504304166 |
| 140 | 0.998593134095923 | 0.00281373180815478 | 0.00140686590407739 |
| 141 | 0.998216917803542 | 0.00356616439291653 | 0.00178308219645827 |
| 142 | 0.998117146742611 | 0.00376570651477756 | 0.00188285325738878 |
| 143 | 0.997773962096784 | 0.00445207580643279 | 0.00222603790321639 |
| 144 | 0.997140242441485 | 0.00571951511702897 | 0.00285975755851448 |
| 145 | 0.99789465057623 | 0.00421069884754009 | 0.00210534942377004 |
| 146 | 0.997883576597679 | 0.00423284680464144 | 0.00211642340232072 |
| 147 | 0.999200299333757 | 0.00159940133248662 | 0.000799700666243309 |
| 148 | 0.998956798014896 | 0.00208640397020774 | 0.00104320198510387 |
| 149 | 0.998899212909762 | 0.00220157418047611 | 0.00110078709023805 |
| 150 | 0.999265157061485 | 0.0014696858770292 | 0.0007348429385146 |
| 151 | 0.999423716797765 | 0.00115256640446958 | 0.000576283202234789 |
| 152 | 0.999932598767021 | 0.000134802465958615 | 6.74012329793077e-05 |
| 153 | 0.999932757128357 | 0.000134485743285089 | 6.72428716425446e-05 |
| 154 | 0.999907423642521 | 0.000185152714958663 | 9.25763574793314e-05 |
| 155 | 0.999870292950187 | 0.000259414099626086 | 0.000129707049813043 |
| 156 | 0.999884639088972 | 0.00023072182205596 | 0.00011536091102798 |
| 157 | 0.999873533893123 | 0.000252932213753323 | 0.000126466106876662 |
| 158 | 0.999842284858923 | 0.00031543028215336 | 0.00015771514107668 |
| 159 | 0.999883626531748 | 0.000232746936503973 | 0.000116373468251987 |
| 160 | 0.999841334160242 | 0.000317331679516473 | 0.000158665839758236 |
| 161 | 0.99978447613311 | 0.000431047733780761 | 0.000215523866890381 |
| 162 | 0.999804689045319 | 0.00039062190936106 | 0.00019531095468053 |
| 163 | 0.999793870444244 | 0.000412259111511459 | 0.00020612955575573 |
| 164 | 0.999759027948854 | 0.000481944102292554 | 0.000240972051146277 |
| 165 | 0.999822235642507 | 0.000355528714986571 | 0.000177764357493286 |
| 166 | 0.999809609796299 | 0.000380780407401852 | 0.000190390203700926 |
| 167 | 0.999851695314434 | 0.000296609371132578 | 0.000148304685566289 |
| 168 | 0.999835392923089 | 0.000329214153822292 | 0.000164607076911146 |
| 169 | 0.999776724893642 | 0.000446550212716166 | 0.000223275106358083 |
| 170 | 0.999903460786623 | 0.000193078426755074 | 9.6539213377537e-05 |
| 171 | 0.999895265164598 | 0.000209469670803313 | 0.000104734835401656 |
| 172 | 0.999855398023796 | 0.000289203952408335 | 0.000144601976204167 |
| 173 | 0.999802694384624 | 0.000394611230752947 | 0.000197305615376473 |
| 174 | 0.999732950269102 | 0.00053409946179582 | 0.00026704973089791 |
| 175 | 0.999788918611131 | 0.000422162777737166 | 0.000211081388868583 |
| 176 | 0.999794302887174 | 0.000411394225651939 | 0.00020569711282597 |
| 177 | 0.999734054298339 | 0.000531891403321527 | 0.000265945701660764 |
| 178 | 0.999648294261143 | 0.000703411477714934 | 0.000351705738857467 |
| 179 | 0.999533242703854 | 0.000933514592291854 | 0.000466757296145927 |
| 180 | 0.999540931119762 | 0.000918137760475117 | 0.000459068880237558 |
| 181 | 0.99976935829736 | 0.00046128340528044 | 0.00023064170264022 |
| 182 | 0.999718082268055 | 0.000563835463889556 | 0.000281917731944778 |
| 183 | 0.999859288812782 | 0.000281422374435493 | 0.000140711187217747 |
| 184 | 0.999852863587359 | 0.000294272825282505 | 0.000147136412641252 |
| 185 | 0.999897955481039 | 0.000204089037922754 | 0.000102044518961377 |
| 186 | 0.999953960320243 | 9.20793595147001e-05 | 4.60396797573501e-05 |
| 187 | 0.999964824570205 | 7.03508595904457e-05 | 3.51754297952229e-05 |
| 188 | 0.999984402345188 | 3.11953096246628e-05 | 1.55976548123314e-05 |
| 189 | 0.9999783608002 | 4.32783995997015e-05 | 2.16391997998508e-05 |
| 190 | 0.999998652940401 | 2.69411919741257e-06 | 1.34705959870629e-06 |
| 191 | 0.999998082409845 | 3.8351803099224e-06 | 1.9175901549612e-06 |
| 192 | 0.99999697641237 | 6.04717525921036e-06 | 3.02358762960518e-06 |
| 193 | 0.999996846022027 | 6.30795594551502e-06 | 3.15397797275751e-06 |
| 194 | 0.999997850949689 | 4.29810062131667e-06 | 2.14905031065833e-06 |
| 195 | 0.999996829347947 | 6.34130410634405e-06 | 3.17065205317203e-06 |
| 196 | 0.999997108227713 | 5.78354457416182e-06 | 2.89177228708091e-06 |
| 197 | 0.99999637990079 | 7.24019841923518e-06 | 3.62009920961759e-06 |
| 198 | 0.999996066514305 | 7.8669713892654e-06 | 3.9334856946327e-06 |
| 199 | 0.999994308090289 | 1.13838194215152e-05 | 5.69190971075758e-06 |
| 200 | 0.999992053285571 | 1.58934288571164e-05 | 7.94671442855819e-06 |
| 201 | 0.999987689020611 | 2.46219587784149e-05 | 1.23109793892075e-05 |
| 202 | 0.999997460549363 | 5.07890127460002e-06 | 2.53945063730001e-06 |
| 203 | 0.999996708869243 | 6.58226151419047e-06 | 3.29113075709524e-06 |
| 204 | 0.999994899240645 | 1.02015187099685e-05 | 5.10075935498426e-06 |
| 205 | 0.99999204792849 | 1.59041430194114e-05 | 7.95207150970571e-06 |
| 206 | 0.999994411508245 | 1.1176983509311e-05 | 5.58849175465552e-06 |
| 207 | 0.999991286272073 | 1.74274558535588e-05 | 8.71372792677938e-06 |
| 208 | 0.999991172782331 | 1.76544353388087e-05 | 8.82721766940436e-06 |
| 209 | 0.999986082746844 | 2.78345063111449e-05 | 1.39172531555724e-05 |
| 210 | 0.999985143596544 | 2.97128069117307e-05 | 1.48564034558654e-05 |
| 211 | 0.999991153160146 | 1.76936797086652e-05 | 8.8468398543326e-06 |
| 212 | 0.999986170818807 | 2.76583623857938e-05 | 1.38291811928969e-05 |
| 213 | 0.999983526124964 | 3.29477500710474e-05 | 1.64738750355237e-05 |
| 214 | 0.999975345790655 | 4.93084186897706e-05 | 2.46542093448853e-05 |
| 215 | 0.999982270255111 | 3.54594897776385e-05 | 1.77297448888192e-05 |
| 216 | 0.999994350300291 | 1.12993994182218e-05 | 5.64969970911092e-06 |
| 217 | 0.9999910871379 | 1.78257242009791e-05 | 8.91286210048953e-06 |
| 218 | 0.999986340807123 | 2.73183857547797e-05 | 1.36591928773899e-05 |
| 219 | 0.999979676842893 | 4.06463142145335e-05 | 2.03231571072667e-05 |
| 220 | 0.999970992534148 | 5.80149317035947e-05 | 2.90074658517974e-05 |
| 221 | 0.999966073370166 | 6.78532596688908e-05 | 3.39266298344454e-05 |
| 222 | 0.99994877819129 | 0.000102443617420172 | 5.1221808710086e-05 |
| 223 | 0.999923580626648 | 0.000152838746703211 | 7.64193733516057e-05 |
| 224 | 0.999898293237121 | 0.000203413525757739 | 0.000101706762878869 |
| 225 | 0.999939643026944 | 0.000120713946112247 | 6.03569730561234e-05 |
| 226 | 0.999973468719917 | 5.30625601659609e-05 | 2.65312800829804e-05 |
| 227 | 0.999988067523433 | 2.38649531336195e-05 | 1.19324765668098e-05 |
| 228 | 0.999979853609599 | 4.02927808029482e-05 | 2.01463904014741e-05 |
| 229 | 0.999968289518176 | 6.34209636486389e-05 | 3.17104818243194e-05 |
| 230 | 0.999961618894808 | 7.67622103847956e-05 | 3.83811051923978e-05 |
| 231 | 0.999981980382024 | 3.60392359514065e-05 | 1.80196179757033e-05 |
| 232 | 0.999973785662481 | 5.2428675037796e-05 | 2.6214337518898e-05 |
| 233 | 0.999968811116569 | 6.23777668625661e-05 | 3.11888834312831e-05 |
| 234 | 0.999967050587306 | 6.58988253879377e-05 | 3.29494126939688e-05 |
| 235 | 0.999965701726653 | 6.85965466936171e-05 | 3.42982733468085e-05 |
| 236 | 0.999960428595111 | 7.91428097770599e-05 | 3.957140488853e-05 |
| 237 | 0.99993996015166 | 0.000120079696680715 | 6.00398483403573e-05 |
| 238 | 0.999940378898528 | 0.000119242202943914 | 5.96211014719571e-05 |
| 239 | 0.999906969500952 | 0.000186060998095539 | 9.30304990477694e-05 |
| 240 | 0.999911505921344 | 0.000176988157311018 | 8.84940786555088e-05 |
| 241 | 0.999859108477373 | 0.000281783045253584 | 0.000140891522626792 |
| 242 | 0.999800616876262 | 0.000398766247476667 | 0.000199383123738333 |
| 243 | 0.999751156634051 | 0.000497686731898924 | 0.000248843365949462 |
| 244 | 0.999620542149538 | 0.000758915700924077 | 0.000379457850462039 |
| 245 | 0.999378011274648 | 0.00124397745070441 | 0.000621988725352204 |
| 246 | 0.998991801182449 | 0.00201639763510183 | 0.00100819881755091 |
| 247 | 0.999319900996049 | 0.00136019800790209 | 0.000680099003951045 |
| 248 | 0.99894126841652 | 0.00211746316696066 | 0.00105873158348033 |
| 249 | 0.9992254166603 | 0.00154916667939975 | 0.000774583339699875 |
| 250 | 0.999407855207479 | 0.00118428958504153 | 0.000592144792520764 |
| 251 | 0.999123293368881 | 0.00175341326223743 | 0.000876706631118717 |
| 252 | 0.998589617266943 | 0.00282076546611444 | 0.00141038273305722 |
| 253 | 0.998737272295672 | 0.00252545540865648 | 0.00126272770432824 |
| 254 | 0.997894319345616 | 0.00421136130876712 | 0.00210568065438356 |
| 255 | 0.996630426778632 | 0.00673914644273585 | 0.00336957322136792 |
| 256 | 0.996014895309666 | 0.00797020938066783 | 0.00398510469033391 |
| 257 | 0.993913549595478 | 0.0121729008090432 | 0.00608645040452162 |
| 258 | 0.990514803974682 | 0.0189703920506369 | 0.00948519602531843 |
| 259 | 0.991172598912327 | 0.0176548021753463 | 0.00882740108767313 |
| 260 | 0.98620443228396 | 0.0275911354320808 | 0.0137955677160404 |
| 261 | 0.994579173445017 | 0.0108416531099668 | 0.00542082655498338 |
| 262 | 0.991161701838489 | 0.0176765963230216 | 0.0088382981615108 |
| 263 | 0.985741870309085 | 0.0285162593818292 | 0.0142581296909146 |
| 264 | 0.977680321352725 | 0.0446393572945502 | 0.0223196786472751 |
| 265 | 0.965717943060702 | 0.0685641138785962 | 0.0342820569392981 |
| 266 | 0.951332819663098 | 0.0973343606738046 | 0.0486671803369023 |
| 267 | 0.941046181856536 | 0.117907636286928 | 0.0589538181434638 |
| 268 | 0.912144833564446 | 0.175710332871108 | 0.0878551664355539 |
| 269 | 0.872367312016918 | 0.255265375966163 | 0.127632687983082 |
| 270 | 0.846861549654576 | 0.306276900690848 | 0.153138450345424 |
| 271 | 0.817634775970838 | 0.364730448058323 | 0.182365224029162 |
| 272 | 0.77891609466343 | 0.442167810673139 | 0.22108390533657 |
| 273 | 0.831289606304335 | 0.337420787391331 | 0.168710393695665 |
| 274 | 0.754538087194087 | 0.490923825611827 | 0.245461912805913 |
| 275 | 0.659333715732105 | 0.681332568535789 | 0.340666284267895 |
| 276 | 0.755996719144756 | 0.488006561710488 | 0.244003280855244 |
| 277 | 0.638268922452202 | 0.723462155095597 | 0.361731077547798 |
| 278 | 0.545855608302722 | 0.908288783394556 | 0.454144391697278 |
| 279 | 0.389728572360836 | 0.779457144721672 | 0.610271427639164 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 135 | 0.5 | NOK |
| 5% type I error level | 163 | 0.603703703703704 | NOK |
| 10% type I error level | 187 | 0.692592592592593 | NOK |
