| Multiple Linear Regression - Estimated Regression Equation |
| time_in_rfc[t] = + 85066.0060002361 -92282.9624881586Pop[t] -516.971169104454t + 465.552982043697pop_t[t] -12.8123348566041pageviews[t] + 45.1887906007588pageviews_p[t] -89.0393434262195logins[t] + 278.569220596602logins_p[t] + 196.846568030155compendium_views_info[t] -98.3246219498264compendium_views_info_p[t] -817.097975182971shared_compendiums[t] -1060.64501461562shared_compendiums_p[t] + 140.127164561533feedback_messages_p1[t] + 271.684244016399feedback_messages_p1_p[t] + 1.21981230252598totsize[t] -0.927257265903609totsize_p[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) | 85066.0060002361 | 90360.449888 | 0.9414 | 0.347751 | 0.173875 |
| Pop | -92282.9624881586 | 90915.741418 | -1.015 | 0.311442 | 0.155721 |
| t | -516.971169104454 | 529.337178 | -0.9766 | 0.330052 | 0.165026 |
| pop_t | 465.552982043697 | 532.478153 | 0.8743 | 0.383106 | 0.191553 |
| pageviews | -12.8123348566041 | 35.858062 | -0.3573 | 0.721278 | 0.360639 |
| pageviews_p | 45.1887906007588 | 39.525678 | 1.1433 | 0.254434 | 0.127217 |
| logins | -89.0393434262195 | 328.624835 | -0.2709 | 0.786742 | 0.393371 |
| logins_p | 278.569220596602 | 343.272057 | 0.8115 | 0.418138 | 0.209069 |
| compendium_views_info | 196.846568030155 | 97.925207 | 2.0102 | 0.045898 | 0.022949 |
| compendium_views_info_p | -98.3246219498264 | 104.22902 | -0.9434 | 0.346759 | 0.173379 |
| shared_compendiums | -817.097975182971 | 3777.830534 | -0.2163 | 0.829007 | 0.414504 |
| shared_compendiums_p | -1060.64501461562 | 3873.053629 | -0.2739 | 0.78451 | 0.392255 |
| feedback_messages_p1 | 140.127164561533 | 335.257291 | 0.418 | 0.676465 | 0.338233 |
| feedback_messages_p1_p | 271.684244016399 | 350.298587 | 0.7756 | 0.43901 | 0.219505 |
| totsize | 1.21981230252598 | 0.402657 | 3.0294 | 0.002809 | 0.001404 |
| totsize_p | -0.927257265903609 | 0.411046 | -2.2558 | 0.025277 | 0.012638 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.928839434006684 |
| R-squared | 0.862742694165857 |
| Adjusted R-squared | 0.851367779317724 |
| F-TEST (value) | 75.8460793495464 |
| F-TEST (DF numerator) | 15 |
| F-TEST (DF denominator) | 181 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 31762.9613917009 |
| Sum Squared Residuals | 182608314663.093 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 210907 | 162844.428643789 | 48062.571356211 |
| 2 | 120982 | 122871.08119789 | -1889.08119789035 |
| 3 | 176508 | 169382.749549513 | 7125.25045048727 |
| 4 | 179321 | 248657.072804351 | -69336.0728043508 |
| 5 | 123185 | 93227.3962841328 | 29957.6037158672 |
| 6 | 52746 | 82292.6321437576 | -29546.6321437576 |
| 7 | 385534 | 341789.369115049 | 43744.6308849513 |
| 8 | 33170 | 52797.4601034635 | -19627.4601034635 |
| 9 | 149061 | 182321.635229088 | -33260.6352290877 |
| 10 | 165446 | 150617.652384457 | 14828.3476155428 |
| 11 | 237213 | 206802.051267264 | 30410.9487327363 |
| 12 | 173326 | 179253.142299414 | -5927.14229941351 |
| 13 | 133131 | 143248.407505697 | -10117.4075056975 |
| 14 | 258873 | 236577.066705994 | 22295.9332940062 |
| 15 | 180083 | 154150.793020111 | 25932.2069798889 |
| 16 | 324799 | 396569.856106265 | -71770.8561062646 |
| 17 | 230964 | 196893.718979562 | 34070.2810204379 |
| 18 | 236785 | 241132.859746284 | -4347.85974628376 |
| 19 | 135473 | 136440.830892874 | -967.830892873957 |
| 20 | 202925 | 197790.120378889 | 5134.87962111087 |
| 21 | 215147 | 212678.402781028 | 2468.59721897176 |
| 22 | 344297 | 235721.639622539 | 108575.360377461 |
| 23 | 153935 | 123006.282434292 | 30928.7175657084 |
| 24 | 132943 | 160879.946336833 | -27936.9463368334 |
| 25 | 174724 | 258876.059042979 | -84152.0590429787 |
| 26 | 174415 | 231631.040816386 | -57216.0408163865 |
| 27 | 225548 | 240819.803171358 | -15271.8031713584 |
| 28 | 223632 | 181485.127858952 | 42146.8721410484 |
| 29 | 124817 | 132755.355230361 | -7938.35523036113 |
| 30 | 221698 | 200396.345201908 | 21301.6547980918 |
| 31 | 210767 | 204535.891736964 | 6231.10826303615 |
| 32 | 170266 | 184279.284240812 | -14013.2842408122 |
| 33 | 260561 | 215375.475613464 | 45185.524386536 |
| 34 | 84853 | 106075.984168959 | -21222.9841689593 |
| 35 | 294424 | 260935.191300175 | 33488.8086998251 |
| 36 | 215641 | 209209.193862031 | 6431.80613796912 |
| 37 | 325107 | 267326.315891545 | 57780.6841084551 |
| 38 | 167542 | 158766.599153161 | 8775.40084683868 |
| 39 | 106408 | 76243.4556294449 | 30164.5443705551 |
| 40 | 265769 | 263169.714216658 | 2599.2857833423 |
| 41 | 269651 | 266426.618604056 | 3224.38139594385 |
| 42 | 149112 | 156177.666595158 | -7065.66659515822 |
| 43 | 152871 | 152684.906622149 | 186.093377851079 |
| 44 | 111665 | 119016.15273234 | -7351.15273233991 |
| 45 | 116408 | 203789.168797822 | -87381.1687978216 |
| 46 | 362301 | 390716.588198524 | -28415.5881985238 |
| 47 | 78800 | 100237.199634524 | -21437.1996345239 |
| 48 | 183167 | 202587.355398888 | -19420.3553988877 |
| 49 | 277965 | 319421.981909978 | -41456.9819099781 |
| 50 | 150629 | 192471.798267807 | -41842.7982678073 |
| 51 | 168809 | 163492.724012156 | 5316.27598784427 |
| 52 | 24188 | 38876.9605024579 | -14688.9605024579 |
| 53 | 329267 | 265506.694448251 | 63760.3055517495 |
| 54 | 65029 | 70165.2570696513 | -5136.25706965135 |
| 55 | 101097 | 109458.235494696 | -8361.23549469557 |
| 56 | 218946 | 225342.083157422 | -6396.08315742193 |
| 57 | 244052 | 229677.551485155 | 14374.448514845 |
| 58 | 233328 | 253317.662745443 | -19989.6627454425 |
| 59 | 256462 | 235224.64370059 | 21237.3562994098 |
| 60 | 206161 | 168667.299932804 | 37493.7000671959 |
| 61 | 311473 | 301854.603697557 | 9618.39630244284 |
| 62 | 235800 | 241466.366200307 | -5666.36620030698 |
| 63 | 177939 | 213830.695223757 | -35891.6952237572 |
| 64 | 207176 | 197158.434757554 | 10017.5652424461 |
| 65 | 196553 | 159318.51113378 | 37234.4888662205 |
| 66 | 174184 | 138542.389713984 | 35641.6102860161 |
| 67 | 143246 | 168067.584365319 | -24821.5843653191 |
| 68 | 187559 | 218400.744889424 | -30841.7448894242 |
| 69 | 187681 | 195812.089781019 | -8131.08978101918 |
| 70 | 119016 | 134238.613184378 | -15222.6131843779 |
| 71 | 182192 | 188416.780916832 | -6224.78091683215 |
| 72 | 73566 | 93578.9701680032 | -20012.9701680032 |
| 73 | 194979 | 187013.704367204 | 7965.29563279612 |
| 74 | 167488 | 167486.775789176 | 1.22421082355034 |
| 75 | 143756 | 165546.419072929 | -21790.4190729294 |
| 76 | 275541 | 213466.756977672 | 62074.2430223279 |
| 77 | 243199 | 203491.707053605 | 39707.2929463946 |
| 78 | 182999 | 204396.175096082 | -21397.1750960821 |
| 79 | 135649 | 150719.210999571 | -15070.2109995712 |
| 80 | 152299 | 165790.618683106 | -13491.618683106 |
| 81 | 120221 | 138559.396489578 | -18338.3964895778 |
| 82 | 346485 | 291885.80064111 | 54599.19935889 |
| 83 | 145790 | 148554.142093205 | -2764.14209320488 |
| 84 | 193339 | 159124.02736081 | 34214.9726391898 |
| 85 | 80953 | 92468.1221995049 | -11515.1221995049 |
| 86 | 122774 | 162229.496948924 | -39455.4969489241 |
| 87 | 130585 | 124008.828918444 | 6576.17108155584 |
| 88 | 286468 | 297364.796916097 | -10896.7969160974 |
| 89 | 241066 | 223850.369631049 | 17215.6303689509 |
| 90 | 148446 | 270324.921277265 | -121878.921277265 |
| 91 | 204713 | 186929.934915864 | 17783.0650841359 |
| 92 | 182079 | 180481.645748389 | 1597.35425161064 |
| 93 | 140344 | 134238.717965674 | 6105.28203432634 |
| 94 | 220516 | 233535.117082515 | -13019.1170825155 |
| 95 | 243060 | 212187.668815089 | 30872.3311849109 |
| 96 | 162765 | 162713.43980689 | 51.5601931100458 |
| 97 | 182613 | 162386.460663698 | 20226.5393363021 |
| 98 | 232138 | 209468.073184317 | 22669.9268156828 |
| 99 | 265318 | 291592.296185038 | -26274.2961850376 |
| 100 | 310839 | 278130.755706918 | 32708.2442930815 |
| 101 | 225060 | 219349.260932216 | 5710.73906778377 |
| 102 | 232317 | 218945.787740539 | 13371.2122594612 |
| 103 | 144966 | 166152.705072477 | -21186.7050724771 |
| 104 | 43287 | 65190.2140593832 | -21903.2140593832 |
| 105 | 155754 | 149660.095475193 | 6093.90452480707 |
| 106 | 164709 | 187857.080064138 | -23148.0800641385 |
| 107 | 201940 | 222191.644057444 | -20251.6440574435 |
| 108 | 235454 | 228320.244400592 | 7133.75559940793 |
| 109 | 99466 | 145659.167389074 | -46193.1673890742 |
| 110 | 100750 | 172562.773919275 | -71812.7739192754 |
| 111 | 224549 | 163695.476705119 | 60853.5232948814 |
| 112 | 243511 | 216307.101924262 | 27203.8980757379 |
| 113 | 22938 | 17041.3653210257 | 5896.6346789743 |
| 114 | 152474 | 177886.945902249 | -25412.9459022486 |
| 115 | 61857 | 40712.1970679667 | 21144.8029320333 |
| 116 | 132487 | 147879.12726084 | -15392.1272608399 |
| 117 | 317394 | 249714.719374773 | 67679.2806252271 |
| 118 | 21054 | 16912.2025306621 | 4141.79746933786 |
| 119 | 209641 | 175730.713286678 | 33910.2867133219 |
| 120 | 31414 | 38880.3386876247 | -7466.33868762473 |
| 121 | 244749 | 256657.415639737 | -11908.4156397373 |
| 122 | 184510 | 182119.467417341 | 2390.53258265879 |
| 123 | 128423 | 145733.761462271 | -17310.7614622713 |
| 124 | 97839 | 131339.317514298 | -33500.3175142977 |
| 125 | 38214 | 52067.1633020186 | -13853.1633020186 |
| 126 | 151101 | 164781.857814308 | -13680.8578143079 |
| 127 | 272458 | 243585.305895705 | 28872.694104295 |
| 128 | 172494 | 163661.949413207 | 8832.05058679337 |
| 129 | 328107 | 304560.172296194 | 23546.8277038059 |
| 130 | 250579 | 224311.780694787 | 26267.2193052133 |
| 131 | 351067 | 326433.286963595 | 24633.7130364046 |
| 132 | 158015 | 133183.523674792 | 24831.4763252076 |
| 133 | 85439 | 117115.857906016 | -31676.8579060164 |
| 134 | 229242 | 243058.935179697 | -13816.9351796969 |
| 135 | 351619 | 342637.230617292 | 8981.76938270781 |
| 136 | 84207 | 117868.050624685 | -33661.0506246848 |
| 137 | 324598 | 346023.025733879 | -21425.0257338794 |
| 138 | 131069 | 160503.674742452 | -29434.6747424519 |
| 139 | 204271 | 162223.019746178 | 42047.9802538215 |
| 140 | 165543 | 172182.911680836 | -6639.9116808355 |
| 141 | 141722 | 152849.029258151 | -11127.0292581505 |
| 142 | 299775 | 308158.967331873 | -8383.96733187337 |
| 143 | 195838 | 182666.710612615 | 13171.2893873849 |
| 144 | 173260 | 171541.044431937 | 1718.95556806272 |
| 145 | 254488 | 222861.948244981 | 31626.0517550187 |
| 146 | 104389 | 175259.569531339 | -70870.5695313388 |
| 147 | 199476 | 239029.848275388 | -39553.8482753884 |
| 148 | 224330 | 218203.726982826 | 6126.27301717417 |
| 149 | 14688 | 3855.38315317299 | 10832.616846827 |
| 150 | 181633 | 167566.676098204 | 14066.3239017963 |
| 151 | 271856 | 239111.104722217 | 32744.8952777833 |
| 152 | 7199 | -1424.4422277869 | 8623.4422277869 |
| 153 | 46660 | 37555.1511926823 | 9104.84880731775 |
| 154 | 17547 | -28.7966618676146 | 17575.7966618676 |
| 155 | 95227 | 98921.5077243213 | -3694.50772432128 |
| 156 | 152601 | 132354.555239921 | 20246.4447600788 |
| 157 | 101645 | 83123.005511103 | 18521.994488897 |
| 158 | 101011 | 77502.1189381339 | 23508.8810618661 |
| 159 | 7176 | 14485.8796596591 | -7309.87965965905 |
| 160 | 96560 | 107242.606759618 | -10682.6067596176 |
| 161 | 175824 | 196810.792920252 | -20986.7929202517 |
| 162 | 341570 | 330670.819780902 | 10899.1802190981 |
| 163 | 103597 | 93937.1933550671 | 9659.80664493294 |
| 164 | 112611 | 76951.1384845294 | 35659.8615154706 |
| 165 | 85574 | 89833.5430039697 | -4259.54300396974 |
| 166 | 220801 | 170258.780278216 | 50542.2197217843 |
| 167 | 92661 | 121391.916420792 | -28730.9164207923 |
| 168 | 133328 | 133381.657023338 | -53.6570233384197 |
| 169 | 61361 | 85797.8701505534 | -24436.8701505534 |
| 170 | 125930 | 147317.866057068 | -21387.8660570682 |
| 171 | 82316 | 59453.4411274175 | 22862.5588725825 |
| 172 | 102010 | 108735.2631654 | -6725.26316539959 |
| 173 | 101523 | 124604.617305634 | -23081.617305634 |
| 174 | 41566 | 44747.2175046666 | -3181.21750466656 |
| 175 | 99923 | 138016.865801969 | -38093.8658019695 |
| 176 | 22648 | 80213.6707188072 | -57565.6707188072 |
| 177 | 46698 | 53077.4718951339 | -6379.47189513392 |
| 178 | 131698 | 155054.64608803 | -23356.6460880303 |
| 179 | 91735 | 81307.0069493126 | 10427.9930506874 |
| 180 | 79863 | 100211.31511452 | -20348.3151145197 |
| 181 | 108043 | 108395.901371042 | -352.901371041971 |
| 182 | 98866 | 89494.1145835432 | 9371.88541645685 |
| 183 | 120445 | 122246.351076478 | -1801.35107647799 |
| 184 | 116048 | 68669.8200216497 | 47378.1799783503 |
| 185 | 250047 | 197250.204297995 | 52796.7957020047 |
| 186 | 136084 | 138371.814231189 | -2287.81423118851 |
| 187 | 92499 | 72076.3319381093 | 20422.6680618907 |
| 188 | 135781 | 89576.4946063187 | 46204.5053936813 |
| 189 | 74408 | 93053.7240692283 | -18645.7240692283 |
| 190 | 81240 | 124607.289915371 | -43367.2899153705 |
| 191 | 133368 | 115538.585930094 | 17829.4140699063 |
| 192 | 98146 | 102158.223597824 | -4012.22359782383 |
| 193 | 79619 | 76076.1535272632 | 3542.84647273683 |
| 194 | 59194 | 74086.2242705586 | -14892.2242705586 |
| 195 | 139942 | 153623.423063485 | -13681.4230634851 |
| 196 | 118612 | 92820.3451486008 | 25791.6548513992 |
| 197 | 72880 | 82679.2943371593 | -9799.29433715931 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 19 | 0.999524155080378 | 0.000951689839245093 | 0.000475844919622547 |
| 20 | 0.998668324525489 | 0.00266335094902186 | 0.00133167547451093 |
| 21 | 0.996765471347182 | 0.00646905730563556 | 0.00323452865281778 |
| 22 | 0.999845011429897 | 0.000309977140205257 | 0.000154988570102629 |
| 23 | 0.999670983595555 | 0.000658032808889446 | 0.000329016404444723 |
| 24 | 0.999637409535902 | 0.000725180928196769 | 0.000362590464098385 |
| 25 | 0.999975084049787 | 4.98319004254202e-05 | 2.49159502127101e-05 |
| 26 | 0.999977424482109 | 4.51510357811039e-05 | 2.2575517890552e-05 |
| 27 | 0.999951692767293 | 9.66144654142094e-05 | 4.83072327071047e-05 |
| 28 | 0.999971627632648 | 5.67447347038131e-05 | 2.83723673519065e-05 |
| 29 | 0.999948185760406 | 0.000103628479188223 | 5.18142395941114e-05 |
| 30 | 0.999906454372264 | 0.000187091255472446 | 9.35456277362232e-05 |
| 31 | 0.999821911717496 | 0.000356176565008919 | 0.000178088282504459 |
| 32 | 0.999680947966331 | 0.00063810406733709 | 0.000319052033668545 |
| 33 | 0.999803643639547 | 0.000392712720905705 | 0.000196356360452853 |
| 34 | 0.999759432455394 | 0.000481135089211462 | 0.000240567544605731 |
| 35 | 0.999686599249113 | 0.000626801501773154 | 0.000313400750886577 |
| 36 | 0.999482917854263 | 0.0010341642914734 | 0.0005170821457367 |
| 37 | 0.999763964489728 | 0.000472071020543437 | 0.000236035510271719 |
| 38 | 0.999602971041676 | 0.000794057916648773 | 0.000397028958324386 |
| 39 | 0.99943425250138 | 0.00113149499723983 | 0.000565747498619916 |
| 40 | 0.999116618340434 | 0.00176676331913183 | 0.000883381659565916 |
| 41 | 0.998714385543614 | 0.00257122891277207 | 0.00128561445638604 |
| 42 | 0.99805048566548 | 0.00389902866904044 | 0.00194951433452022 |
| 43 | 0.997134105130861 | 0.0057317897382773 | 0.00286589486913865 |
| 44 | 0.99616919111274 | 0.00766161777451988 | 0.00383080888725994 |
| 45 | 0.999689650097435 | 0.000620699805129965 | 0.000310349902564982 |
| 46 | 0.999601895021378 | 0.00079620995724358 | 0.00039810497862179 |
| 47 | 0.999438846619864 | 0.0011223067602711 | 0.000561153380135548 |
| 48 | 0.999231099876378 | 0.00153780024724467 | 0.000768900123622333 |
| 49 | 0.999223558755593 | 0.00155288248881341 | 0.000776441244406707 |
| 50 | 0.999312133382784 | 0.00137573323443136 | 0.00068786661721568 |
| 51 | 0.998979325057654 | 0.00204134988469141 | 0.00102067494234571 |
| 52 | 0.99850044854885 | 0.00299910290230068 | 0.00149955145115034 |
| 53 | 0.999489077393668 | 0.00102184521266444 | 0.000510922606332218 |
| 54 | 0.99921598171103 | 0.00156803657794033 | 0.000784018288970165 |
| 55 | 0.998820861266135 | 0.00235827746772945 | 0.00117913873386472 |
| 56 | 0.998373124238424 | 0.0032537515231527 | 0.00162687576157635 |
| 57 | 0.997768870929928 | 0.00446225814014443 | 0.00223112907007222 |
| 58 | 0.997120679491302 | 0.0057586410173966 | 0.0028793205086983 |
| 59 | 0.996331373490777 | 0.00733725301844646 | 0.00366862650922323 |
| 60 | 0.996955698830165 | 0.00608860233967065 | 0.00304430116983532 |
| 61 | 0.995819534949346 | 0.00836093010130712 | 0.00418046505065356 |
| 62 | 0.994200329911669 | 0.0115993401766625 | 0.00579967008833124 |
| 63 | 0.993892718015404 | 0.0122145639691911 | 0.00610728198459555 |
| 64 | 0.991864571085676 | 0.0162708578286488 | 0.00813542891432442 |
| 65 | 0.992254295745594 | 0.0154914085088124 | 0.0077457042544062 |
| 66 | 0.992601876057094 | 0.0147962478858114 | 0.0073981239429057 |
| 67 | 0.99219550692109 | 0.0156089861578201 | 0.00780449307891007 |
| 68 | 0.991330921107947 | 0.0173381577841052 | 0.00866907889205259 |
| 69 | 0.98843568458127 | 0.02312863083746 | 0.01156431541873 |
| 70 | 0.985276137173313 | 0.0294477256533741 | 0.0147238628266871 |
| 71 | 0.98064337168129 | 0.0387132566374201 | 0.0193566283187101 |
| 72 | 0.976027846857573 | 0.0479443062848537 | 0.0239721531424269 |
| 73 | 0.969517881741797 | 0.060964236516407 | 0.0304821182582035 |
| 74 | 0.960826292995961 | 0.0783474140080775 | 0.0391737070040387 |
| 75 | 0.954571766346085 | 0.0908564673078297 | 0.0454282336539148 |
| 76 | 0.976795041705818 | 0.0464099165883643 | 0.0232049582941821 |
| 77 | 0.979996451238085 | 0.0400070975238304 | 0.0200035487619152 |
| 78 | 0.979906024294071 | 0.0401879514118581 | 0.020093975705929 |
| 79 | 0.974941695572013 | 0.0501166088559738 | 0.0250583044279869 |
| 80 | 0.968718918877526 | 0.0625621622449471 | 0.0312810811224736 |
| 81 | 0.962447199173029 | 0.0751056016539418 | 0.0375528008269709 |
| 82 | 0.97473119739997 | 0.0505376052000603 | 0.0252688026000302 |
| 83 | 0.968115068444597 | 0.0637698631108064 | 0.0318849315554032 |
| 84 | 0.968797924827718 | 0.0624041503445642 | 0.0312020751722821 |
| 85 | 0.960712482592103 | 0.0785750348157945 | 0.0392875174078972 |
| 86 | 0.96317431688721 | 0.0736513662255802 | 0.0368256831127901 |
| 87 | 0.9545518002262 | 0.0908963995475993 | 0.0454481997737996 |
| 88 | 0.944105460433102 | 0.111789079133797 | 0.0558945395668985 |
| 89 | 0.93507577833883 | 0.129848443322339 | 0.0649242216611696 |
| 90 | 0.998720086685841 | 0.00255982662831898 | 0.00127991331415949 |
| 91 | 0.998344731319348 | 0.00331053736130457 | 0.00165526868065229 |
| 92 | 0.997650279600672 | 0.0046994407986551 | 0.00234972039932755 |
| 93 | 0.996771022222381 | 0.00645795555523809 | 0.00322897777761905 |
| 94 | 0.996380194007082 | 0.0072396119858351 | 0.00361980599291755 |
| 95 | 0.996346656400526 | 0.00730668719894876 | 0.00365334359947438 |
| 96 | 0.994939301782908 | 0.0101213964341838 | 0.00506069821709191 |
| 97 | 0.993949668653149 | 0.012100662693702 | 0.00605033134685101 |
| 98 | 0.993238309246504 | 0.0135233815069925 | 0.00676169075349624 |
| 99 | 0.992960752480307 | 0.0140784950393866 | 0.00703924751969329 |
| 100 | 0.993302795948899 | 0.0133944081022012 | 0.00669720405110061 |
| 101 | 0.991259101800162 | 0.0174817963996752 | 0.00874089819983759 |
| 102 | 0.988896681683836 | 0.0222066366323287 | 0.0111033183161643 |
| 103 | 0.986339609560403 | 0.027320780879193 | 0.0136603904395965 |
| 104 | 0.983344898615813 | 0.0333102027683745 | 0.0166551013841873 |
| 105 | 0.978885488248017 | 0.0422290235039665 | 0.0211145117519832 |
| 106 | 0.974858891249683 | 0.050282217500634 | 0.025141108750317 |
| 107 | 0.971206328978444 | 0.0575873420431131 | 0.0287936710215565 |
| 108 | 0.963459814402839 | 0.0730803711943215 | 0.0365401855971608 |
| 109 | 0.966517299747403 | 0.0669654005051938 | 0.0334827002525969 |
| 110 | 0.988945939160178 | 0.0221081216796447 | 0.0110540608398224 |
| 111 | 0.995236455339039 | 0.00952708932192234 | 0.00476354466096117 |
| 112 | 0.994336489373515 | 0.0113270212529705 | 0.00566351062648526 |
| 113 | 0.992326385078146 | 0.0153472298437079 | 0.00767361492185397 |
| 114 | 0.992199937488657 | 0.0156001250226859 | 0.00780006251134297 |
| 115 | 0.99109066545151 | 0.0178186690969809 | 0.00890933454849046 |
| 116 | 0.990809695125166 | 0.0183806097496675 | 0.00919030487483376 |
| 117 | 0.996861062418648 | 0.00627787516270456 | 0.00313893758135228 |
| 118 | 0.995563107945678 | 0.00887378410864372 | 0.00443689205432186 |
| 119 | 0.996818570253839 | 0.00636285949232153 | 0.00318142974616077 |
| 120 | 0.995494643831 | 0.00901071233800021 | 0.0045053561690001 |
| 121 | 0.995143575302801 | 0.00971284939439731 | 0.00485642469719865 |
| 122 | 0.993500219668192 | 0.012999560663615 | 0.0064997803318075 |
| 123 | 0.991291718980243 | 0.0174165620395144 | 0.00870828101975718 |
| 124 | 0.990987192065106 | 0.0180256158697882 | 0.0090128079348941 |
| 125 | 0.988780204180838 | 0.022439591638325 | 0.0112197958191625 |
| 126 | 0.987730948125182 | 0.0245381037496361 | 0.0122690518748181 |
| 127 | 0.985028115594736 | 0.0299437688105277 | 0.0149718844052638 |
| 128 | 0.980332591501737 | 0.0393348169965257 | 0.0196674084982628 |
| 129 | 0.984897165446428 | 0.0302056691071444 | 0.0151028345535722 |
| 130 | 0.982523317265226 | 0.0349533654695471 | 0.0174766827347735 |
| 131 | 0.980173908702416 | 0.039652182595168 | 0.019826091297584 |
| 132 | 0.98631753710116 | 0.0273649257976808 | 0.0136824628988404 |
| 133 | 0.983446537392232 | 0.0331069252155354 | 0.0165534626077677 |
| 134 | 0.977679202310693 | 0.0446415953786134 | 0.0223207976893067 |
| 135 | 0.973602394156827 | 0.0527952116863456 | 0.0263976058431728 |
| 136 | 0.968189208375735 | 0.06362158324853 | 0.031810791624265 |
| 137 | 0.961248533976724 | 0.0775029320465517 | 0.0387514660232759 |
| 138 | 0.954840140356909 | 0.0903197192861823 | 0.0451598596430911 |
| 139 | 0.98202658638089 | 0.0359468272382192 | 0.0179734136191096 |
| 140 | 0.976823351149532 | 0.0463532977009357 | 0.0231766488504679 |
| 141 | 0.975163793688314 | 0.0496724126233718 | 0.0248362063116859 |
| 142 | 0.968452675440708 | 0.0630946491185848 | 0.0315473245592924 |
| 143 | 0.965979035987558 | 0.0680419280248835 | 0.0340209640124417 |
| 144 | 0.954415858907804 | 0.0911682821843927 | 0.0455841410921964 |
| 145 | 0.94517932218474 | 0.109641355630521 | 0.0548206778152604 |
| 146 | 0.942817370189014 | 0.114365259621971 | 0.0571826298109857 |
| 147 | 0.929049687189511 | 0.141900625620979 | 0.0709503128104895 |
| 148 | 0.90773146892493 | 0.184537062150141 | 0.0922685310750703 |
| 149 | 0.882523510444155 | 0.234952979111689 | 0.117476489555844 |
| 150 | 0.852551439177411 | 0.294897121645178 | 0.147448560822589 |
| 151 | 0.822484553626661 | 0.355030892746678 | 0.177515446373339 |
| 152 | 0.781883909436356 | 0.436232181127288 | 0.218116090563644 |
| 153 | 0.735773649940499 | 0.528452700119003 | 0.264226350059501 |
| 154 | 0.686272207523122 | 0.627455584953756 | 0.313727792476878 |
| 155 | 0.629836655709504 | 0.740326688580993 | 0.370163344290496 |
| 156 | 0.573072522851945 | 0.85385495429611 | 0.426927477148055 |
| 157 | 0.529882963558627 | 0.940234072882746 | 0.470117036441373 |
| 158 | 0.503907101696436 | 0.992185796607127 | 0.496092898303564 |
| 159 | 0.439336188689078 | 0.878672377378156 | 0.560663811310922 |
| 160 | 0.377893695693952 | 0.755787391387905 | 0.622106304306048 |
| 161 | 0.342084891876254 | 0.684169783752507 | 0.657915108123746 |
| 162 | 0.288157145392341 | 0.576314290784683 | 0.711842854607659 |
| 163 | 0.236840927406608 | 0.473681854813216 | 0.763159072593392 |
| 164 | 0.260511727523118 | 0.521023455046236 | 0.739488272476882 |
| 165 | 0.208733531601627 | 0.417467063203254 | 0.791266468398373 |
| 166 | 0.325966426396116 | 0.651932852792232 | 0.674033573603884 |
| 167 | 0.278504204871252 | 0.557008409742504 | 0.721495795128748 |
| 168 | 0.230750561901747 | 0.461501123803494 | 0.769249438098253 |
| 169 | 0.189851725531264 | 0.379703451062527 | 0.810148274468736 |
| 170 | 0.145044736849219 | 0.290089473698438 | 0.854955263150781 |
| 171 | 0.132979574669503 | 0.265959149339006 | 0.867020425330497 |
| 172 | 0.0942014805079414 | 0.188402961015883 | 0.905798519492059 |
| 173 | 0.062190021996051 | 0.124380043992102 | 0.937809978003949 |
| 174 | 0.0408166817994624 | 0.0816333635989248 | 0.959183318200538 |
| 175 | 0.0385151481489282 | 0.0770302962978564 | 0.961484851851072 |
| 176 | 0.0584575592971712 | 0.116915118594342 | 0.941542440702829 |
| 177 | 0.0366556839455289 | 0.0733113678910578 | 0.963344316054471 |
| 178 | 0.0318464068551779 | 0.0636928137103557 | 0.968153593144822 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 55 | 0.34375 | NOK |
| 5% type I error level | 101 | 0.63125 | NOK |
| 10% type I error level | 128 | 0.8 | NOK |
