| Multiple Linear Regression - Estimated Regression Equation |
| Seconds[t] = + 5972.76744903046 + 0.27235037117809Characters[t] + 253.283122990038Hyperlinks[t] + 396.032831098034Blogs[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) | 5972.76744903046 | 3225.399004 | 1.8518 | 0.065899 | 0.032949 |
| Characters | 0.27235037117809 | 0.063194 | 4.3097 | 2.8e-05 | 1.4e-05 |
| Hyperlinks | 253.283122990038 | 640.301008 | 0.3956 | 0.69295 | 0.346475 |
| Blogs | 396.032831098034 | 653.161878 | 0.6063 | 0.545154 | 0.272577 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.879836719961434 |
| R-squared | 0.774112653792494 |
| Adjusted R-squared | 0.769877266051103 |
| F-TEST (value) | 182.772558513924 |
| F-TEST (DF numerator) | 3 |
| F-TEST (DF denominator) | 160 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 19128.1219022614 |
| Sum Squared Residuals | 58541607601.2434 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 114468 | 114856.638517607 | -388.638517607226 |
| 2 | 88594 | 78875.9684891914 | 9718.03151080863 |
| 3 | 74151 | 67288.6833171779 | 6862.3166828221 |
| 4 | 77921 | 98585.2183698733 | -20664.2183698733 |
| 5 | 53212 | 47601.0090098069 | 5610.99099019314 |
| 6 | 34956 | 41696.137267446 | -6740.13726744597 |
| 7 | 149703 | 109108.103949699 | 40594.8960503011 |
| 8 | 6853 | 15430.8421349295 | -8577.84213492953 |
| 9 | 58907 | 67962.5871398461 | -9055.58713984613 |
| 10 | 67067 | 62124.0378901287 | 4942.96210987126 |
| 11 | 110563 | 84101.5767334097 | 26461.4232665902 |
| 12 | 58126 | 69556.9124937419 | -11430.9124937419 |
| 13 | 57113 | 55429.5787557479 | 1683.42124425209 |
| 14 | 77993 | 98432.9716822263 | -20439.9716822263 |
| 15 | 68091 | 62543.0761069982 | 5547.92389300184 |
| 16 | 124676 | 104444.133790268 | 20231.8662097319 |
| 17 | 109522 | 114302.204052652 | -4780.20405265158 |
| 18 | 75865 | 74120.2436926349 | 1744.75630736506 |
| 19 | 79746 | 101657.695470321 | -21911.6954703207 |
| 20 | 77844 | 96647.2521886822 | -18803.2521886822 |
| 21 | 98681 | 91994.0208619852 | 6686.97913801478 |
| 22 | 105531 | 86330.0128087879 | 19200.9871912121 |
| 23 | 51428 | 43611.5963781603 | 7816.40362183975 |
| 24 | 65703 | 90941.171498793 | -25238.171498793 |
| 25 | 72562 | 89644.1327490748 | -17082.1327490748 |
| 26 | 81728 | 71412.0896092385 | 10315.9103907615 |
| 27 | 95580 | 78830.0094450197 | 16749.9905549803 |
| 28 | 98278 | 85196.6975759169 | 13081.3024240831 |
| 29 | 46629 | 43189.859052209 | 3439.14094779101 |
| 30 | 115189 | 82789.022287104 | 32399.977712896 |
| 31 | 124865 | 91663.7008055153 | 33201.2991944847 |
| 32 | 59392 | 80763.9557117746 | -21371.9557117746 |
| 33 | 127818 | 85126.2977811493 | 42691.7022188507 |
| 34 | 17821 | 25786.7469902291 | -7965.7469902291 |
| 35 | 154076 | 120672.672422278 | 33403.3275777218 |
| 36 | 64881 | 52424.4974293684 | 12456.5025706316 |
| 37 | 136506 | 73620.8756220756 | 62885.1243779244 |
| 38 | 66524 | 61832.1409084192 | 4691.85909158075 |
| 39 | 45988 | 35402.425209091 | 10585.574790909 |
| 40 | 107445 | 85374.9482256237 | 22070.0517743763 |
| 41 | 102772 | 74215.2829754009 | 28556.717024599 |
| 42 | 46657 | 58027.2428770638 | -11370.2428770638 |
| 43 | 97563 | 59237.6714865417 | 38325.3285134583 |
| 44 | 36663 | 44160.412323078 | -7497.41232307802 |
| 45 | 55369 | 43447.1730891428 | 11921.8269108572 |
| 46 | 77921 | 71222.6537520474 | 6698.34624795262 |
| 47 | 56968 | 28604.6799456346 | 28363.3200543654 |
| 48 | 77519 | 90306.7339773628 | -12787.7339773628 |
| 49 | 129805 | 119128.04289575 | 10676.9571042504 |
| 50 | 72761 | 87764.7817889424 | -15003.7817889424 |
| 51 | 81278 | 76667.890631047 | 4610.10936895301 |
| 52 | 15049 | 12138.4638361566 | 2910.5361638434 |
| 53 | 113935 | 111050.392348156 | 2884.60765184374 |
| 54 | 25109 | 28473.679417098 | -3364.67941709799 |
| 55 | 45824 | 37332.6049588296 | 8491.39504117039 |
| 56 | 89644 | 87547.525250122 | 2096.47474987797 |
| 57 | 109011 | 100174.192214912 | 8836.8077850884 |
| 58 | 134245 | 170806.415751088 | -36561.415751088 |
| 59 | 136692 | 122253.797003765 | 14438.202996235 |
| 60 | 50741 | 57020.3364379829 | -6279.33643798288 |
| 61 | 149510 | 111657.248974349 | 37852.7510256508 |
| 62 | 147888 | 133060.253874784 | 14827.7461252159 |
| 63 | 54987 | 48834.4457272618 | 6152.55427273824 |
| 64 | 74467 | 77749.7725875344 | -3282.77258753444 |
| 65 | 100033 | 82539.0183653433 | 17493.9816346567 |
| 66 | 85505 | 68202.7400600642 | 17302.2599399358 |
| 67 | 62426 | 86570.855146653 | -24144.855146653 |
| 68 | 82932 | 75056.8429001357 | 7875.15709986434 |
| 69 | 72002 | 102180.063374287 | -30178.0633742874 |
| 70 | 65469 | 71035.6333356658 | -5566.63333566581 |
| 71 | 63572 | 66629.3884069547 | -3057.38840695473 |
| 72 | 23824 | 28618.9701195283 | -4794.97011952834 |
| 73 | 73831 | 64739.6908549231 | 9091.30914507688 |
| 74 | 63551 | 81661.8431581777 | -18110.8431581776 |
| 75 | 56756 | 86026.581826096 | -29270.581826096 |
| 76 | 81399 | 89315.4549614487 | -7916.4549614487 |
| 77 | 117881 | 96336.5575842178 | 21544.4424157822 |
| 78 | 70711 | 93000.6203094946 | -22289.6203094946 |
| 79 | 50495 | 71068.239045033 | -20573.239045033 |
| 80 | 53845 | 61214.3195897893 | -7369.31958978932 |
| 81 | 51390 | 44922.4813308338 | 6467.51866916618 |
| 82 | 104953 | 94129.7161375897 | 10823.2838624103 |
| 83 | 65983 | 39811.0260057497 | 26171.9739942503 |
| 84 | 76839 | 102108.734801827 | -25269.7348018271 |
| 85 | 55792 | 59307.3986259745 | -3515.39862597449 |
| 86 | 25155 | 27706.6644366863 | -2551.66443668633 |
| 87 | 55291 | 80280.0463791937 | -24989.0463791937 |
| 88 | 84279 | 61922.158312434 | 22356.841687566 |
| 89 | 99692 | 47677.6484684816 | 52014.3515315184 |
| 90 | 59633 | 111860.199006042 | -52227.1990060424 |
| 91 | 63249 | 50955.4694742277 | 12293.5305257723 |
| 92 | 82928 | 120222.534430503 | -37294.5344305031 |
| 93 | 50000 | 49516.4464480968 | 483.553551903214 |
| 94 | 69455 | 74293.0008387852 | -4838.00083878522 |
| 95 | 84068 | 86818.0348348979 | -2750.03483489792 |
| 96 | 76195 | 80210.9811114937 | -4015.98111149369 |
| 97 | 114634 | 132837.659224961 | -18203.659224961 |
| 98 | 139357 | 136309.271184805 | 3047.72881519534 |
| 99 | 110044 | 92188.9447783218 | 17855.0552216782 |
| 100 | 155118 | 169016.047243062 | -13898.0472430622 |
| 101 | 83061 | 70620.6614241453 | 12440.3385758547 |
| 102 | 127122 | 128351.607362925 | -1229.6073629252 |
| 103 | 45653 | 31386.8968888052 | 14266.1031111948 |
| 104 | 19630 | 49704.5779383874 | -30074.5779383874 |
| 105 | 67229 | 59521.5230815499 | 7707.47691845008 |
| 106 | 86060 | 117468.767047637 | -31408.7670476366 |
| 107 | 88003 | 78602.84745508 | 9400.15254492001 |
| 108 | 95815 | 93248.0444810704 | 2566.95551892959 |
| 109 | 85499 | 87384.6221488459 | -1885.62214884594 |
| 110 | 27220 | 55070.9259861059 | -27850.9259861059 |
| 111 | 109882 | 82752.8543504871 | 27129.1456495129 |
| 112 | 72579 | 84498.9685941581 | -11919.9685941581 |
| 113 | 5841 | 13433.3481775353 | -7592.34817753526 |
| 114 | 68369 | 76451.1705183994 | -8082.17051839941 |
| 115 | 24610 | 31766.3435720497 | -7156.34357204969 |
| 116 | 30995 | 55214.5416425401 | -24219.5416425401 |
| 117 | 150662 | 119229.939727055 | 31432.0602729451 |
| 118 | 6622 | 8802.89083274002 | -2180.89083274002 |
| 119 | 93694 | 76483.0466165552 | 17210.9533834448 |
| 120 | 13155 | 35140.5874980152 | -21985.5874980152 |
| 121 | 111908 | 78413.9969212743 | 33494.0030787257 |
| 122 | 57550 | 74719.1504334251 | -17169.1504334251 |
| 123 | 16356 | 38086.0760336509 | -21730.0760336509 |
| 124 | 40174 | 59953.3456458043 | -19779.3456458043 |
| 125 | 13983 | 18751.152520785 | -4768.15252078499 |
| 126 | 52316 | 55161.1176249405 | -2845.11762494047 |
| 127 | 99585 | 94108.328412859 | 5476.67158714099 |
| 128 | 86271 | 101640.823361068 | -15369.823361068 |
| 129 | 131012 | 98445.0178227044 | 32566.9821772956 |
| 130 | 130274 | 111791.806285724 | 18482.1937142756 |
| 131 | 159051 | 151850.040840972 | 7200.95915902763 |
| 132 | 76506 | 70067.4304883333 | 6438.56951166672 |
| 133 | 49145 | 35149.5533878397 | 13995.4466121603 |
| 134 | 66398 | 76980.5843565173 | -10582.5843565173 |
| 135 | 127546 | 118699.183516379 | 8846.81648362136 |
| 136 | 6802 | 28594.7229830499 | -21792.7229830499 |
| 137 | 99509 | 108820.619128725 | -9311.61912872531 |
| 138 | 43106 | 56764.8036212604 | -13658.8036212604 |
| 139 | 108303 | 86603.9673351991 | 21699.0326648009 |
| 140 | 64167 | 80132.0727956947 | -15965.0727956947 |
| 141 | 8579 | 41031.5941951547 | -32452.5941951547 |
| 142 | 97811 | 86400.3255927321 | 11410.6744072679 |
| 143 | 84365 | 130785.174887219 | -46420.1748872187 |
| 144 | 10901 | 26107.5730052713 | -15206.5730052713 |
| 145 | 91346 | 87531.2822354499 | 3814.71776455014 |
| 146 | 33660 | 59292.9451060833 | -25632.9451060833 |
| 147 | 93634 | 90469.618770672 | 3164.38122932799 |
| 148 | 109348 | 134875.678724911 | -25527.678724911 |
| 149 | 0 | 5972.76744903046 | -5972.76744903046 |
| 150 | 7953 | 10859.7135050765 | -2906.71350507646 |
| 151 | 0 | 5972.76744903046 | -5972.76744903046 |
| 152 | 0 | 5972.76744903046 | -5972.76744903046 |
| 153 | 0 | 5972.76744903046 | -5972.76744903046 |
| 154 | 0 | 5972.76744903046 | -5972.76744903046 |
| 155 | 63538 | 69510.3649749004 | -5972.36497490043 |
| 156 | 108281 | 95779.6580310352 | 12501.3419689648 |
| 157 | 0 | 5972.76744903046 | -5972.76744903046 |
| 158 | 0 | 5972.76744903046 | -5972.76744903046 |
| 159 | 4245 | 10316.4071837757 | -6071.40718377568 |
| 160 | 21509 | 16096.7277956848 | 5412.27220431519 |
| 161 | 7670 | 8989.96286853986 | -1319.96286853986 |
| 162 | 10641 | 23989.3325480522 | -13348.3325480522 |
| 163 | 0 | 5972.76744903046 | -5972.76744903046 |
| 164 | 41243 | 50816.8214628737 | -9573.82146287366 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 7 | 0.816916046395872 | 0.366167907208257 | 0.183083953604128 |
| 8 | 0.700738670824935 | 0.59852265835013 | 0.299261329175065 |
| 9 | 0.5749630780304 | 0.850073843939199 | 0.425036921969599 |
| 10 | 0.449707058388545 | 0.89941411677709 | 0.550292941611455 |
| 11 | 0.389883756675041 | 0.779767513350083 | 0.610116243324959 |
| 12 | 0.340085677511556 | 0.680171355023113 | 0.659914322488444 |
| 13 | 0.249221659550424 | 0.498443319100849 | 0.750778340449576 |
| 14 | 0.379726044222668 | 0.759452088445337 | 0.620273955777332 |
| 15 | 0.294793275855195 | 0.589586551710391 | 0.705206724144805 |
| 16 | 0.227954724054224 | 0.455909448108449 | 0.772045275945776 |
| 17 | 0.167690664672015 | 0.33538132934403 | 0.832309335327985 |
| 18 | 0.124074436158387 | 0.248148872316775 | 0.875925563841613 |
| 19 | 0.260000063072991 | 0.520000126145981 | 0.739999936927009 |
| 20 | 0.248779984577371 | 0.497559969154741 | 0.75122001542263 |
| 21 | 0.197163832049293 | 0.394327664098586 | 0.802836167950707 |
| 22 | 0.16950269280123 | 0.339005385602461 | 0.83049730719877 |
| 23 | 0.134642608922181 | 0.269285217844361 | 0.865357391077819 |
| 24 | 0.18527372363779 | 0.37054744727558 | 0.81472627636221 |
| 25 | 0.211024607004041 | 0.422049214008083 | 0.788975392995959 |
| 26 | 0.174060900307045 | 0.348121800614089 | 0.825939099692955 |
| 27 | 0.180172971150299 | 0.360345942300598 | 0.819827028849701 |
| 28 | 0.148499480044436 | 0.296998960088872 | 0.851500519955564 |
| 29 | 0.11386789859052 | 0.227735797181041 | 0.88613210140948 |
| 30 | 0.157105232358966 | 0.314210464717932 | 0.842894767641034 |
| 31 | 0.271556417155813 | 0.543112834311626 | 0.728443582844187 |
| 32 | 0.283504795468168 | 0.567009590936337 | 0.716495204531832 |
| 33 | 0.476603879901519 | 0.953207759803038 | 0.523396120098481 |
| 34 | 0.424909300094048 | 0.849818600188095 | 0.575090699905952 |
| 35 | 0.533545750015039 | 0.932908499969923 | 0.466454249984961 |
| 36 | 0.493382469958214 | 0.986764939916429 | 0.506617530041786 |
| 37 | 0.87901531510854 | 0.241969369782921 | 0.12098468489146 |
| 38 | 0.85058172844477 | 0.298836543110459 | 0.14941827155523 |
| 39 | 0.824528958833302 | 0.350942082333395 | 0.175471041166698 |
| 40 | 0.820151545192085 | 0.359696909615831 | 0.179848454807915 |
| 41 | 0.836469956017499 | 0.327060087965002 | 0.163530043982501 |
| 42 | 0.824971635693665 | 0.35005672861267 | 0.175028364306335 |
| 43 | 0.895976427451934 | 0.208047145096133 | 0.104023572548066 |
| 44 | 0.877917034754458 | 0.244165930491084 | 0.122082965245542 |
| 45 | 0.859037679917619 | 0.281924640164761 | 0.140962320082381 |
| 46 | 0.830830541520986 | 0.338338916958028 | 0.169169458479014 |
| 47 | 0.857398470693602 | 0.285203058612797 | 0.142601529306398 |
| 48 | 0.854846952803237 | 0.290306094393525 | 0.145153047196763 |
| 49 | 0.830434069617131 | 0.339131860765738 | 0.169565930382869 |
| 50 | 0.82996251793845 | 0.340074964123101 | 0.17003748206155 |
| 51 | 0.799236061521146 | 0.401527876957708 | 0.200763938478854 |
| 52 | 0.764246908819386 | 0.471506182361228 | 0.235753091180614 |
| 53 | 0.728471060724661 | 0.543057878550678 | 0.271528939275339 |
| 54 | 0.692568920054248 | 0.614862159891504 | 0.307431079945752 |
| 55 | 0.655057438739468 | 0.689885122521064 | 0.344942561260532 |
| 56 | 0.613085265725292 | 0.773829468549416 | 0.386914734274708 |
| 57 | 0.573284141548472 | 0.853431716903057 | 0.426715858451528 |
| 58 | 0.683994898011795 | 0.63201020397641 | 0.316005101988205 |
| 59 | 0.666394191459374 | 0.667211617081253 | 0.333605808540626 |
| 60 | 0.64166052403071 | 0.71667895193858 | 0.35833947596929 |
| 61 | 0.737898509612554 | 0.524202980774893 | 0.262101490387446 |
| 62 | 0.722494152597189 | 0.555011694805622 | 0.277505847402811 |
| 63 | 0.687204116763063 | 0.625591766473873 | 0.312795883236937 |
| 64 | 0.655546760319055 | 0.688906479361891 | 0.344453239680945 |
| 65 | 0.642406928842412 | 0.715186142315177 | 0.357593071157588 |
| 66 | 0.638690430953189 | 0.722619138093623 | 0.361309569046811 |
| 67 | 0.695570344183199 | 0.608859311633603 | 0.304429655816801 |
| 68 | 0.661963013449408 | 0.676073973101183 | 0.338036986550592 |
| 69 | 0.724285869686669 | 0.551428260626662 | 0.275714130313331 |
| 70 | 0.692390248394445 | 0.61521950321111 | 0.307609751605555 |
| 71 | 0.654880416884584 | 0.690239166230832 | 0.345119583115416 |
| 72 | 0.619443002162871 | 0.761113995674257 | 0.380556997837129 |
| 73 | 0.584698001219425 | 0.830603997561149 | 0.415301998780575 |
| 74 | 0.585549382135798 | 0.828901235728404 | 0.414450617864202 |
| 75 | 0.641566275873014 | 0.716867448253972 | 0.358433724126986 |
| 76 | 0.606950635431082 | 0.786098729137836 | 0.393049364568918 |
| 77 | 0.62534414708484 | 0.74931170583032 | 0.37465585291516 |
| 78 | 0.676936495360811 | 0.646127009278379 | 0.323063504639189 |
| 79 | 0.687033255304131 | 0.625933489391738 | 0.312966744695869 |
| 80 | 0.654134852789202 | 0.691730294421595 | 0.345865147210798 |
| 81 | 0.619086647659427 | 0.761826704681147 | 0.380913352340573 |
| 82 | 0.59107395558523 | 0.817852088829539 | 0.40892604441477 |
| 83 | 0.629006825428949 | 0.741986349142102 | 0.370993174571051 |
| 84 | 0.65782175743351 | 0.68435648513298 | 0.34217824256649 |
| 85 | 0.618538720941687 | 0.762922558116625 | 0.381461279058313 |
| 86 | 0.578365891944892 | 0.843268216110216 | 0.421634108055108 |
| 87 | 0.608992940620319 | 0.782014118759362 | 0.391007059379681 |
| 88 | 0.641045454899959 | 0.717909090200082 | 0.358954545100041 |
| 89 | 0.874750887537794 | 0.250498224924412 | 0.125249112462206 |
| 90 | 0.967727360573737 | 0.0645452788525256 | 0.0322726394262628 |
| 91 | 0.964299782538733 | 0.0714004349225341 | 0.0357002174612671 |
| 92 | 0.981766930144491 | 0.0364661397110187 | 0.0182330698555093 |
| 93 | 0.9763851512825 | 0.0472296974350008 | 0.0236148487175004 |
| 94 | 0.969586349997751 | 0.0608273000044978 | 0.0304136500022489 |
| 95 | 0.96077533391107 | 0.0784493321778604 | 0.0392246660889302 |
| 96 | 0.950228404643383 | 0.0995431907132342 | 0.0497715953566171 |
| 97 | 0.947975251172349 | 0.104049497655302 | 0.0520247488276509 |
| 98 | 0.93539130536364 | 0.129217389272719 | 0.0646086946363596 |
| 99 | 0.936564797145484 | 0.126870405709031 | 0.0634352028545155 |
| 100 | 0.930884442964377 | 0.138231114071245 | 0.0691155570356225 |
| 101 | 0.926086847293963 | 0.147826305412074 | 0.0739131527060369 |
| 102 | 0.907995927799524 | 0.184008144400952 | 0.092004072200476 |
| 103 | 0.905974013291093 | 0.188051973417814 | 0.094025986708907 |
| 104 | 0.931692982278338 | 0.136614035443325 | 0.0683070177216624 |
| 105 | 0.919774326757225 | 0.160451346485549 | 0.0802256732427746 |
| 106 | 0.953592549669996 | 0.0928149006600091 | 0.0464074503300045 |
| 107 | 0.945127272844335 | 0.109745454311331 | 0.0548727271556654 |
| 108 | 0.930734656831727 | 0.138530686336546 | 0.0692653431682732 |
| 109 | 0.916596395415576 | 0.166807209168848 | 0.0834036045844238 |
| 110 | 0.935862010628263 | 0.128275978743473 | 0.0641379893717366 |
| 111 | 0.961535000168456 | 0.0769299996630888 | 0.0384649998315444 |
| 112 | 0.956059103401859 | 0.0878817931962821 | 0.043940896598141 |
| 113 | 0.945601328082179 | 0.108797343835642 | 0.0543986719178208 |
| 114 | 0.933506213816689 | 0.132987572366623 | 0.0664937861833114 |
| 115 | 0.918001052339564 | 0.163997895320872 | 0.081998947660436 |
| 116 | 0.937107912245592 | 0.125784175508816 | 0.0628920877544078 |
| 117 | 0.952824035383146 | 0.0943519292337082 | 0.0471759646168541 |
| 118 | 0.939638538213687 | 0.120722923572625 | 0.0603614617863126 |
| 119 | 0.952175675215086 | 0.0956486495698278 | 0.0478243247849139 |
| 120 | 0.957610437219043 | 0.0847791255619148 | 0.0423895627809574 |
| 121 | 0.983810566653264 | 0.032378866693472 | 0.016189433346736 |
| 122 | 0.979691744139014 | 0.0406165117219726 | 0.0203082558609863 |
| 123 | 0.97728517139147 | 0.0454296572170602 | 0.0227148286085301 |
| 124 | 0.974885535248731 | 0.0502289295025379 | 0.025114464751269 |
| 125 | 0.965611013237961 | 0.0687779735240784 | 0.0343889867620392 |
| 126 | 0.953802575008919 | 0.0923948499821619 | 0.046197424991081 |
| 127 | 0.940116706241651 | 0.119766587516697 | 0.0598832937583486 |
| 128 | 0.935849059059094 | 0.128301881881812 | 0.064150940940906 |
| 129 | 0.976754368913285 | 0.0464912621734292 | 0.0232456310867146 |
| 130 | 0.984097008693319 | 0.0318059826133628 | 0.0159029913066814 |
| 131 | 0.990068155266325 | 0.0198636894673507 | 0.00993184473367535 |
| 132 | 0.987354610913456 | 0.0252907781730875 | 0.0126453890865437 |
| 133 | 0.989783274366767 | 0.0204334512664657 | 0.0102167256332329 |
| 134 | 0.991661803743856 | 0.0166763925122877 | 0.00833819625614387 |
| 135 | 0.989879131947951 | 0.0202417361040981 | 0.0101208680520491 |
| 136 | 0.988697948230478 | 0.0226041035390444 | 0.0113020517695222 |
| 137 | 0.982826413359901 | 0.0343471732801981 | 0.0171735866400991 |
| 138 | 0.977531273809909 | 0.0449374523801827 | 0.0224687261900914 |
| 139 | 0.989896615655434 | 0.0202067686891322 | 0.0101033843445661 |
| 140 | 0.987500131210958 | 0.0249997375780843 | 0.0124998687890422 |
| 141 | 0.985047156028246 | 0.029905687943509 | 0.0149528439717545 |
| 142 | 0.992485856947816 | 0.0150282861043689 | 0.00751414305218444 |
| 143 | 0.999969922851829 | 6.0154296341945e-05 | 3.00771481709725e-05 |
| 144 | 0.999927963545084 | 0.00014407290983236 | 7.20364549161802e-05 |
| 145 | 0.999914937808523 | 0.000170124382953798 | 8.50621914768988e-05 |
| 146 | 0.99999114941355 | 1.77011728992095e-05 | 8.85058644960477e-06 |
| 147 | 0.999999826643391 | 3.46713218000892e-07 | 1.73356609000446e-07 |
| 148 | 0.999999936624536 | 1.26750927932891e-07 | 6.33754639664455e-08 |
| 149 | 0.999999667872715 | 6.64254570136151e-07 | 3.32127285068075e-07 |
| 150 | 0.999998808517851 | 2.3829642976573e-06 | 1.19148214882865e-06 |
| 151 | 0.999993853810772 | 1.22923784569274e-05 | 6.14618922846372e-06 |
| 152 | 0.999969949754326 | 6.01004913482587e-05 | 3.00502456741294e-05 |
| 153 | 0.999861683445815 | 0.000276633108370054 | 0.000138316554185027 |
| 154 | 0.999406117400966 | 0.00118776519806847 | 0.000593882599034233 |
| 155 | 0.997501821463961 | 0.00499635707207838 | 0.00249817853603919 |
| 156 | 0.995800633157462 | 0.00839873368507577 | 0.00419936684253789 |
| 157 | 0.979408568335067 | 0.041182863329867 | 0.0205914316649335 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 14 | 0.0927152317880795 | NOK |
| 5% type I error level | 34 | 0.225165562913907 | NOK |
| 10% type I error level | 48 | 0.317880794701987 | NOK |
