| Multiple Linear Regression - Estimated Regression Equation |
| feedb.mess.long[t] = + 22.5690406231736 -0.0039087858454061pageviews[t] + 0.000191654925095775time_in_rfc[t] + 0.343288660796982blogged_comp.[t] + 0.000803411560275887tot.revisions[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) | 22.5690406231736 | 2.911337 | 7.7521 | 0 | 0 |
| pageviews | -0.0039087858454061 | 0.004113 | -0.9504 | 0.342697 | 0.171349 |
| time_in_rfc | 0.000191654925095775 | 4.5e-05 | 4.2758 | 2.6e-05 | 1.3e-05 |
| blogged_comp. | 0.343288660796982 | 0.076544 | 4.4849 | 1.1e-05 | 5e-06 |
| tot.revisions | 0.000803411560275887 | 0.000256 | 3.1372 | 0.001885 | 0.000942 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.815088789655358 |
| R-squared | 0.664369735021836 |
| Adjusted R-squared | 0.659642548191158 |
| F-TEST (value) | 140.542305353837 |
| F-TEST (DF numerator) | 4 |
| F-TEST (DF denominator) | 284 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 22.7320829421319 |
| Sum Squared Residuals | 146756.316948182 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 94 | 104.000470604477 | -10.000470604477 |
| 2 | 103 | 76.950583638599 | 26.049416361401 |
| 3 | 93 | 82.3667507930244 | 10.6332492069756 |
| 4 | 103 | 111.461835002753 | -8.46183500275254 |
| 5 | 51 | 66.4301045460653 | -15.4301045460653 |
| 6 | 70 | 38.2958433306028 | 31.7041566693971 |
| 7 | 91 | 152.198672771071 | -61.1986727710714 |
| 8 | 22 | 28.8404996938624 | -6.84049969386239 |
| 9 | 38 | 48.4975155994456 | -10.4975155994456 |
| 10 | 93 | 81.484376528904 | 11.515623471096 |
| 11 | 60 | 85.4940136004186 | -25.4940136004186 |
| 12 | 123 | 103.753560003185 | 19.2464399968148 |
| 13 | 148 | 93.72997758956 | 54.27002241044 |
| 14 | 90 | 65.0753901315945 | 24.9246098684055 |
| 15 | 124 | 114.322867960301 | 9.67713203969884 |
| 16 | 70 | 79.9745376880209 | -9.97453768802086 |
| 17 | 168 | 146.961607649011 | 21.0383923509887 |
| 18 | 115 | 117.325916327908 | -2.32591632790771 |
| 19 | 71 | 100.668379476157 | -29.6683794761571 |
| 20 | 66 | 90.734138793201 | -24.734138793201 |
| 21 | 134 | 106.41858382736 | 27.5814161726399 |
| 22 | 117 | 119.12041399506 | -2.12041399505969 |
| 23 | 108 | 120.202632072638 | -12.2026320726378 |
| 24 | 84 | 77.2004256450578 | 6.79957435494216 |
| 25 | 156 | 84.3782288865836 | 71.6217711134164 |
| 26 | 120 | 109.79550637741 | 10.2044936225898 |
| 27 | 114 | 92.5769989332838 | 21.4230010667162 |
| 28 | 94 | 98.5244805873228 | -4.52448058732281 |
| 29 | 120 | 114.213213424673 | 5.78678657532722 |
| 30 | 81 | 64.1709097310357 | 16.8290902689643 |
| 31 | 110 | 106.052231753995 | 3.94776824600471 |
| 32 | 133 | 119.039400747391 | 13.960599252609 |
| 33 | 122 | 71.8508543611516 | 50.1491456388484 |
| 34 | 158 | 126.804757131242 | 31.195242868758 |
| 35 | 109 | 50.9282830598855 | 58.0717169401145 |
| 36 | 124 | 133.830759880581 | -9.83075988058059 |
| 37 | 39 | 55.4925994352048 | -16.4925994352048 |
| 38 | 92 | 84.5340818412901 | 7.46591815870992 |
| 39 | 126 | 123.328670613276 | 2.67132938672414 |
| 40 | 0 | 23.7017793692617 | -23.7017793692617 |
| 41 | 70 | 82.192958456073 | -12.192958456073 |
| 42 | 37 | 60.9993263167335 | -23.9993263167335 |
| 43 | 38 | 54.7386665082692 | -16.7386665082692 |
| 44 | 120 | 119.49809253831 | 0.501907461689586 |
| 45 | 93 | 117.788104546866 | -24.7881045468665 |
| 46 | 95 | 76.8125501093971 | 18.1874498906029 |
| 47 | 77 | 76.9428468089213 | 0.0571531910787214 |
| 48 | 90 | 84.5835739408508 | 5.41642605914922 |
| 49 | 80 | 62.2318503277178 | 17.7681496722822 |
| 50 | 31 | 54.4708864452956 | -23.4708864452956 |
| 51 | 110 | 110.826938944865 | -0.826938944865339 |
| 52 | 66 | 47.3240272613666 | 18.6759727386334 |
| 53 | 138 | 96.3943381660048 | 41.6056618339952 |
| 54 | 133 | 117.560961758255 | 15.4390382417445 |
| 55 | 113 | 89.9239678075629 | 23.0760321924371 |
| 56 | 100 | 92.9730796336204 | 7.02692036637963 |
| 57 | 7 | 30.1767322018278 | -23.1767322018278 |
| 58 | 140 | 116.688322482787 | 23.3116775172131 |
| 59 | 61 | 42.2229653372935 | 18.7770346627065 |
| 60 | 41 | 51.9602056661952 | -10.9602056661952 |
| 61 | 96 | 101.704898135172 | -5.70489813517165 |
| 62 | 164 | 119.576994198374 | 44.4230058016262 |
| 63 | 78 | 116.788576389344 | -38.7885763893437 |
| 64 | 49 | 53.0760711276351 | -4.0760711276351 |
| 65 | 102 | 116.347519114496 | -14.3475191144965 |
| 66 | 124 | 135.108328304444 | -11.1083283044441 |
| 67 | 99 | 94.3201511529778 | 4.67984884702216 |
| 68 | 129 | 133.731073390495 | -4.7310733904948 |
| 69 | 62 | 131.27796159446 | -69.2779615944599 |
| 70 | 73 | 75.7519288583839 | -2.75192885838395 |
| 71 | 114 | 91.0836690535972 | 22.9163309464028 |
| 72 | 99 | 94.063064281919 | 4.93693571808099 |
| 73 | 70 | 91.1039068033773 | -21.1039068033773 |
| 74 | 104 | 80.011745170641 | 23.988254829359 |
| 75 | 116 | 93.5367044614695 | 22.4632955385305 |
| 76 | 91 | 104.387262788506 | -13.3872627885059 |
| 77 | 74 | 94.1621496966248 | -20.1621496966248 |
| 78 | 138 | 87.7749088654582 | 50.2250911345418 |
| 79 | 67 | 43.1459901821049 | 23.8540098178951 |
| 80 | 151 | 89.2457854186269 | 61.7542145813731 |
| 81 | 72 | 89.8342600436065 | -17.8342600436065 |
| 82 | 120 | 94.5760401495819 | 25.4239598504181 |
| 83 | 115 | 127.188833837609 | -12.1888338376089 |
| 84 | 105 | 111.13056318715 | -6.1305631871499 |
| 85 | 104 | 87.3273481941594 | 16.6726518058406 |
| 86 | 108 | 89.2586513158784 | 18.7413486841216 |
| 87 | 98 | 79.2106795590155 | 18.7893204409845 |
| 88 | 69 | 68.5290112629808 | 0.470988737019216 |
| 89 | 111 | 137.172314447558 | -26.1723144475579 |
| 90 | 99 | 63.4125157519379 | 35.5874842480621 |
| 91 | 71 | 104.025897549502 | -33.025897549502 |
| 92 | 27 | 57.8555508519815 | -30.8555508519815 |
| 93 | 69 | 51.510122601077 | 17.489877398923 |
| 94 | 107 | 90.9768145397582 | 16.0231854602418 |
| 95 | 73 | 61.998119527133 | 11.001880472867 |
| 96 | 107 | 99.5331541278664 | 7.46684587213356 |
| 97 | 93 | 108.405437553334 | -15.4054375533342 |
| 98 | 129 | 114.300334450399 | 14.6996655496011 |
| 99 | 69 | 85.6185529250813 | -16.6185529250813 |
| 100 | 118 | 110.641520979108 | 7.35847902089206 |
| 101 | 73 | 60.8705736662155 | 12.1294263337845 |
| 102 | 119 | 99.9963708678842 | 19.0036291321158 |
| 103 | 104 | 107.820420798997 | -3.82042079899718 |
| 104 | 107 | 91.8998861093696 | 15.1001138906304 |
| 105 | 99 | 104.856426490011 | -5.85642649001053 |
| 106 | 90 | 134.42580582917 | -44.4258058291697 |
| 107 | 197 | 123.871949456984 | 73.1280505430158 |
| 108 | 36 | 52.2071523552293 | -16.2071523552293 |
| 109 | 85 | 149.959586740028 | -64.9595867400281 |
| 110 | 139 | 115.436444883008 | 23.5635551169915 |
| 111 | 106 | 121.590474951399 | -15.5904749513986 |
| 112 | 50 | 65.0804016656572 | -15.0804016656572 |
| 113 | 64 | 38.9273471273047 | 25.0726528726953 |
| 114 | 31 | 83.0559585201911 | -52.0559585201911 |
| 115 | 63 | 105.468290065032 | -42.4682900650321 |
| 116 | 92 | 118.001435673172 | -26.0014356731721 |
| 117 | 106 | 130.56865601282 | -24.5686560128196 |
| 118 | 63 | 84.1347165560484 | -21.1347165560484 |
| 119 | 69 | 65.992325042458 | 3.007674957542 |
| 120 | 41 | 52.5782554883023 | -11.5782554883023 |
| 121 | 56 | 74.8004482733122 | -18.8004482733122 |
| 122 | 25 | 43.2019434066807 | -18.2019434066807 |
| 123 | 65 | 58.6805328185035 | 6.31946718149654 |
| 124 | 93 | 70.5380489529339 | 22.4619510470661 |
| 125 | 114 | 96.2739088671341 | 17.7260911328659 |
| 126 | 38 | 47.5766576520738 | -9.57665765207378 |
| 127 | 44 | 52.0868821330204 | -8.08688213302042 |
| 128 | 87 | 72.2896943398018 | 14.7103056601982 |
| 129 | 110 | 123.812763323731 | -13.812763323731 |
| 130 | 0 | 29.7475619103761 | -29.7475619103761 |
| 131 | 27 | 27.6170220205698 | -0.617022020569819 |
| 132 | 83 | 99.8964220925277 | -16.8964220925277 |
| 133 | 30 | 43.3919714604478 | -13.3919714604478 |
| 134 | 80 | 58.8851577810146 | 21.1148422189854 |
| 135 | 98 | 73.6557605867845 | 24.3442394132155 |
| 136 | 82 | 131.630570185027 | -49.6305701850268 |
| 137 | 0 | 26.736151044529 | -26.736151044529 |
| 138 | 60 | 86.6441701692476 | -26.6441701692476 |
| 139 | 28 | 31.5814944914166 | -3.58149449141657 |
| 140 | 9 | 36.2178447922708 | -27.2178447922708 |
| 141 | 33 | 35.6322919177649 | -2.63229191776487 |
| 142 | 59 | 72.686659527522 | -13.6866595275219 |
| 143 | 49 | 39.590948491889 | 9.40905150811103 |
| 144 | 115 | 109.378647722445 | 5.62135227755512 |
| 145 | 140 | 89.8828948211827 | 50.1171051788173 |
| 146 | 49 | 44.545734541938 | 4.45426545806198 |
| 147 | 120 | 56.4890582270625 | 63.5109417729375 |
| 148 | 66 | 55.2977835039717 | 10.7022164960284 |
| 149 | 21 | 34.6822111691454 | -13.6822111691454 |
| 150 | 124 | 73.9502860191974 | 50.0497139808026 |
| 151 | 152 | 123.870335706033 | 28.1296642939668 |
| 152 | 139 | 84.5278850958117 | 54.4721149041883 |
| 153 | 38 | 57.0428658769285 | -19.0428658769285 |
| 154 | 144 | 145.69298860827 | -1.69298860827004 |
| 155 | 120 | 120.372311948859 | -0.372311948859373 |
| 156 | 160 | 159.61302118033 | 0.386978819669981 |
| 157 | 114 | 84.3463768551518 | 29.6536231448482 |
| 158 | 39 | 49.9546793069796 | -10.9546793069796 |
| 159 | 78 | 52.4468426424744 | 25.5531573575256 |
| 160 | 119 | 93.9993787139204 | 25.0006212860796 |
| 161 | 141 | 127.31246564592 | 13.6875343540799 |
| 162 | 101 | 39.7292835589656 | 61.2707164410344 |
| 163 | 56 | 63.3499494366603 | -7.3499494366603 |
| 164 | 133 | 138.57314249641 | -5.57314249641009 |
| 165 | 83 | 67.4203981335956 | 15.5796018664044 |
| 166 | 116 | 109.366082425745 | 6.6339175742554 |
| 167 | 90 | 81.8937148215245 | 8.10628517847545 |
| 168 | 36 | 57.9366502224019 | -21.9366502224019 |
| 169 | 50 | 66.9979654875777 | -16.9979654875777 |
| 170 | 61 | 86.6245999702327 | -25.6245999702327 |
| 171 | 97 | 109.648199084429 | -12.6481990844287 |
| 172 | 98 | 112.292127580673 | -14.2921275806727 |
| 173 | 78 | 64.1491982691162 | 13.8508017308838 |
| 174 | 117 | 127.122352317238 | -10.1223523172376 |
| 175 | 148 | 96.7766340351636 | 51.2233659648364 |
| 176 | 41 | 60.7699291310758 | -19.7699291310758 |
| 177 | 105 | 105.146095255024 | -0.146095255023712 |
| 178 | 55 | 49.3407135535453 | 5.65928644645467 |
| 179 | 132 | 126.091109344414 | 5.90889065558566 |
| 180 | 44 | 65.6397166390804 | -21.6397166390804 |
| 181 | 21 | 45.1605022583094 | -24.1605022583094 |
| 182 | 50 | 53.0704610418194 | -3.07046104181942 |
| 183 | 0 | 27.6071490081389 | -27.6071490081389 |
| 184 | 73 | 78.9886630634674 | -5.98866306346735 |
| 185 | 86 | 116.023825966841 | -30.0238259668413 |
| 186 | 0 | 26.208255219374 | -26.208255219374 |
| 187 | 13 | 35.4566856164 | -22.4566856164 |
| 188 | 4 | 27.5163387168402 | -23.5163387168402 |
| 189 | 57 | 63.0173417593652 | -6.01734175936519 |
| 190 | 48 | 51.4538772616636 | -3.45387726166358 |
| 191 | 46 | 75.5243683511377 | -29.5243683511377 |
| 192 | 48 | 48.7902918231779 | -0.790291823177886 |
| 193 | 32 | 52.6670276687714 | -20.6670276687714 |
| 194 | 68 | 36.3121279194902 | 31.6878720805098 |
| 195 | 87 | 77.7448200809096 | 9.25517991909042 |
| 196 | 43 | 64.7310498829153 | -21.7310498829153 |
| 197 | 67 | 44.7297838114563 | 22.2702161885437 |
| 198 | 46 | 44.0625372564533 | 1.9374627435467 |
| 199 | 46 | 51.1665672767667 | -5.16656727676668 |
| 200 | 56 | 50.1055626269686 | 5.89443737303143 |
| 201 | 48 | 49.6742453875847 | -1.6742453875847 |
| 202 | 44 | 37.197584307463 | 6.80241569253701 |
| 203 | 60 | 62.9702710596847 | -2.97027105968474 |
| 204 | 65 | 56.7552654687656 | 8.24473453123436 |
| 205 | 55 | 48.9121759571122 | 6.08782404288777 |
| 206 | 38 | 33.806232600946 | 4.19376739905399 |
| 207 | 52 | 50.4495923978225 | 1.55040760217751 |
| 208 | 60 | 70.936077588838 | -10.936077588838 |
| 209 | 54 | 60.8856776489343 | -6.88567764893432 |
| 210 | 86 | 62.0644127273934 | 23.9355872726066 |
| 211 | 24 | 50.3294804343904 | -26.3294804343904 |
| 212 | 52 | 58.0571899867973 | -6.05718998679727 |
| 213 | 49 | 42.4191952618813 | 6.58080473811875 |
| 214 | 61 | 55.1490510999355 | 5.85094890006451 |
| 215 | 61 | 31.2687447585263 | 29.7312552414737 |
| 216 | 81 | 36.563864232266 | 44.436135767734 |
| 217 | 43 | 42.9564419996172 | 0.0435580003828149 |
| 218 | 40 | 37.8333212584918 | 2.16667874150817 |
| 219 | 40 | 46.2073179726787 | -6.20731797267868 |
| 220 | 56 | 42.9776633885364 | 13.0223366114636 |
| 221 | 68 | 50.2501113622856 | 17.7498886377144 |
| 222 | 79 | 57.1049393232268 | 21.8950606767732 |
| 223 | 47 | 58.6982331562271 | -11.6982331562271 |
| 224 | 57 | 48.3927110260176 | 8.60728897398241 |
| 225 | 41 | 30.0748938355168 | 10.9251061644832 |
| 226 | 29 | 59.6473563711287 | -30.6473563711287 |
| 227 | 3 | 43.8576766919785 | -40.8576766919785 |
| 228 | 60 | 48.7545739019422 | 11.2454260980578 |
| 229 | 30 | 44.7580220166062 | -14.7580220166062 |
| 230 | 79 | 48.3886675985262 | 30.6113324014738 |
| 231 | 47 | 27.4685364981259 | 19.5314635018741 |
| 232 | 40 | 54.0692420510241 | -14.0692420510241 |
| 233 | 48 | 48.7784016006653 | -0.778401600665296 |
| 234 | 36 | 38.7068894691962 | -2.7068894691962 |
| 235 | 42 | 47.2136904502493 | -5.21369045024929 |
| 236 | 49 | 51.0536654514601 | -2.0536654514601 |
| 237 | 57 | 60.4259387577703 | -3.42593875777032 |
| 238 | 12 | 38.8592993148674 | -26.8592993148674 |
| 239 | 40 | 48.4285567704495 | -8.42855677044946 |
| 240 | 43 | 35.5588822865456 | 7.44111771345442 |
| 241 | 33 | 47.5547459540727 | -14.5547459540727 |
| 242 | 77 | 65.7601926314106 | 11.2398073685894 |
| 243 | 43 | 44.5714449664922 | -1.57144496649216 |
| 244 | 45 | 42.8934173666466 | 2.10658263335344 |
| 245 | 47 | 45.6704220404547 | 1.3295779595453 |
| 246 | 43 | 50.6061152668465 | -7.60611526684652 |
| 247 | 45 | 60.2058071566852 | -15.2058071566852 |
| 248 | 50 | 44.2447863642481 | 5.75521363575192 |
| 249 | 35 | 45.1122984832085 | -10.1122984832085 |
| 250 | 7 | 39.7335458110687 | -32.7335458110687 |
| 251 | 71 | 62.2102338818434 | 8.78976611815657 |
| 252 | 67 | 59.0579974076755 | 7.94200259232449 |
| 253 | 0 | 30.5038553879092 | -30.5038553879092 |
| 254 | 62 | 46.379238433496 | 15.620761566504 |
| 255 | 54 | 46.4869105804965 | 7.51308941950349 |
| 256 | 4 | 30.0015140472198 | -26.0015140472198 |
| 257 | 25 | 39.1118552798288 | -14.1118552798288 |
| 258 | 40 | 50.7294201298758 | -10.7294201298758 |
| 259 | 38 | 41.0706987891847 | -3.07069878918465 |
| 260 | 19 | 37.1738993968271 | -18.1738993968271 |
| 261 | 17 | 26.7103059375629 | -9.71030593756291 |
| 262 | 67 | 55.657152133878 | 11.342847866122 |
| 263 | 14 | 30.2779135746501 | -16.2779135746501 |
| 264 | 30 | 48.5252868963873 | -18.5252868963873 |
| 265 | 54 | 39.1983753764439 | 14.8016246235561 |
| 266 | 35 | 52.9702706435481 | -17.9702706435481 |
| 267 | 59 | 49.8919189285875 | 9.10808107141247 |
| 268 | 24 | 42.5731012793763 | -18.5731012793763 |
| 269 | 58 | 61.0786479731302 | -3.07864797313021 |
| 270 | 42 | 52.14666655975 | -10.14666655975 |
| 271 | 46 | 47.2771392708094 | -1.27713927080935 |
| 272 | 61 | 44.9376196781335 | 16.0623803218665 |
| 273 | 3 | 30.2539798056752 | -27.2539798056752 |
| 274 | 52 | 58.7573439598532 | -6.75734395985322 |
| 275 | 25 | 43.0544621608822 | -18.0544621608822 |
| 276 | 40 | 45.8888685623923 | -5.88886856239228 |
| 277 | 32 | 31.7271405023088 | 0.272859497691154 |
| 278 | 4 | 30.6168335344221 | -26.6168335344221 |
| 279 | 49 | 53.631839544431 | -4.63183954443097 |
| 280 | 63 | 46.0230769026383 | 16.9769230973617 |
| 281 | 67 | 47.595825426994 | 19.404174573006 |
| 282 | 32 | 44.9809519703573 | -12.9809519703573 |
| 283 | 23 | 47.2498687732109 | -24.2498687732109 |
| 284 | 7 | 31.5878823676436 | -24.5878823676436 |
| 285 | 54 | 40.2740642556135 | 13.7259357443865 |
| 286 | 37 | 34.8499572946175 | 2.15004270538246 |
| 287 | 35 | 37.8417428078375 | -2.84174280783754 |
| 288 | 51 | 49.455383269746 | 1.54461673025403 |
| 289 | 39 | 43.7089767626328 | -4.70897676263277 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 8 | 0.619052795106107 | 0.761894409787785 | 0.380947204893893 |
| 9 | 0.454144341329569 | 0.908288682659139 | 0.545855658670431 |
| 10 | 0.315310705762089 | 0.630621411524177 | 0.684689294237911 |
| 11 | 0.248903695501411 | 0.497807391002823 | 0.751096304498589 |
| 12 | 0.493484877681176 | 0.986969755362351 | 0.506515122318824 |
| 13 | 0.874946834810808 | 0.250106330378385 | 0.125053165189192 |
| 14 | 0.890372503682949 | 0.219254992634101 | 0.109627496317051 |
| 15 | 0.870920696308204 | 0.258158607383593 | 0.129079303691796 |
| 16 | 0.828509583983964 | 0.342980832032072 | 0.171490416016036 |
| 17 | 0.84013572843997 | 0.319728543120059 | 0.15986427156003 |
| 18 | 0.788677768495302 | 0.422644463009396 | 0.211322231504698 |
| 19 | 0.769221835353265 | 0.461556329293469 | 0.230778164646735 |
| 20 | 0.85202159533805 | 0.2959568093239 | 0.14797840466195 |
| 21 | 0.823125116563367 | 0.353749766873265 | 0.176874883436633 |
| 22 | 0.774070770781889 | 0.451858458436223 | 0.225929229218111 |
| 23 | 0.75440958975064 | 0.491180820498719 | 0.24559041024936 |
| 24 | 0.703535363891943 | 0.592929272216113 | 0.296464636108057 |
| 25 | 0.878338442445247 | 0.243323115109506 | 0.121661557554753 |
| 26 | 0.859124262494865 | 0.281751475010271 | 0.140875737505135 |
| 27 | 0.848685578985902 | 0.302628842028196 | 0.151314421014098 |
| 28 | 0.812037408769669 | 0.375925182460663 | 0.187962591230331 |
| 29 | 0.76939554550261 | 0.46120890899478 | 0.23060445449739 |
| 30 | 0.725506066158733 | 0.548987867682534 | 0.274493933841267 |
| 31 | 0.681480886175817 | 0.637038227648366 | 0.318519113824183 |
| 32 | 0.660165867358008 | 0.679668265283984 | 0.339834132641992 |
| 33 | 0.807898819466564 | 0.384202361066871 | 0.192101180533436 |
| 34 | 0.834498137001453 | 0.331003725997094 | 0.165501862998547 |
| 35 | 0.880462161365541 | 0.239075677268919 | 0.119537838634459 |
| 36 | 0.853593150874171 | 0.292813698251658 | 0.146406849125829 |
| 37 | 0.870707786733356 | 0.258584426533287 | 0.129292213266644 |
| 38 | 0.842317282346529 | 0.315365435306942 | 0.157682717653471 |
| 39 | 0.838099293562149 | 0.323801412875702 | 0.161900706437851 |
| 40 | 0.895164785735218 | 0.209670428529564 | 0.104835214264782 |
| 41 | 0.88256092288787 | 0.23487815422426 | 0.11743907711213 |
| 42 | 0.892641067449547 | 0.214717865100907 | 0.107358932550453 |
| 43 | 0.895997649666079 | 0.208004700667842 | 0.104002350333921 |
| 44 | 0.873980894042344 | 0.252038211915312 | 0.126019105957656 |
| 45 | 0.87762751484524 | 0.244744970309519 | 0.12237248515476 |
| 46 | 0.861549493328598 | 0.276901013342805 | 0.138450506671402 |
| 47 | 0.835469710835205 | 0.32906057832959 | 0.164530289164795 |
| 48 | 0.8060747666847 | 0.3878504666306 | 0.1939252333153 |
| 49 | 0.784364624974278 | 0.431270750051443 | 0.215635375025722 |
| 50 | 0.781735832438702 | 0.436528335122596 | 0.218264167561298 |
| 51 | 0.780502094091835 | 0.438995811816329 | 0.219497905908165 |
| 52 | 0.760882528821766 | 0.478234942356468 | 0.239117471178234 |
| 53 | 0.793605471084195 | 0.412789057831609 | 0.206394528915805 |
| 54 | 0.76858893390733 | 0.462822132185341 | 0.23141106609267 |
| 55 | 0.747311226259991 | 0.505377547480019 | 0.252688773740009 |
| 56 | 0.71248020610263 | 0.575039587794741 | 0.28751979389737 |
| 57 | 0.743825826342734 | 0.512348347314531 | 0.256174173657266 |
| 58 | 0.760515118328763 | 0.478969763342474 | 0.239484881671237 |
| 59 | 0.737216214248104 | 0.525567571503791 | 0.262783785751896 |
| 60 | 0.719001911839499 | 0.561996176321003 | 0.280998088160501 |
| 61 | 0.683032572017221 | 0.633934855965559 | 0.316967427982779 |
| 62 | 0.766876737986337 | 0.466246524027326 | 0.233123262013663 |
| 63 | 0.786613231219161 | 0.426773537561678 | 0.213386768780839 |
| 64 | 0.75767715585208 | 0.48464568829584 | 0.24232284414792 |
| 65 | 0.731457188523762 | 0.537085622952476 | 0.268542811476238 |
| 66 | 0.721212487667564 | 0.557575024664872 | 0.278787512332436 |
| 67 | 0.687021946825609 | 0.625956106348782 | 0.312978053174391 |
| 68 | 0.656982023927618 | 0.686035952144765 | 0.343017976072382 |
| 69 | 0.842076013560544 | 0.315847972878913 | 0.157923986439456 |
| 70 | 0.817781029538287 | 0.364437940923425 | 0.182218970461712 |
| 71 | 0.837803338206525 | 0.32439332358695 | 0.162196661793475 |
| 72 | 0.829715859790132 | 0.340568280419736 | 0.170284140209868 |
| 73 | 0.836834004169965 | 0.326331991660071 | 0.163165995830035 |
| 74 | 0.82960695372725 | 0.340786092545499 | 0.17039304627275 |
| 75 | 0.832268886497881 | 0.335462227004239 | 0.167731113502119 |
| 76 | 0.847167170698127 | 0.305665658603747 | 0.152832829301873 |
| 77 | 0.881459905686641 | 0.237080188626719 | 0.118540094313359 |
| 78 | 0.929977574972633 | 0.140044850054734 | 0.0700224250273672 |
| 79 | 0.925712262041921 | 0.148575475916157 | 0.0742877379580787 |
| 80 | 0.976260672823417 | 0.0474786543531665 | 0.0237393271765832 |
| 81 | 0.975089474085039 | 0.0498210518299229 | 0.0249105259149615 |
| 82 | 0.974135284143825 | 0.0517294317123499 | 0.0258647158561749 |
| 83 | 0.971964218449763 | 0.0560715631004739 | 0.028035781550237 |
| 84 | 0.966214737320862 | 0.0675705253582759 | 0.033785262679138 |
| 85 | 0.961992603548031 | 0.0760147929039384 | 0.0380073964519692 |
| 86 | 0.958203021450678 | 0.0835939570986435 | 0.0417969785493217 |
| 87 | 0.954024466204856 | 0.0919510675902871 | 0.0459755337951435 |
| 88 | 0.945101155626088 | 0.109797688747823 | 0.0548988443739117 |
| 89 | 0.946970641790059 | 0.106058716419882 | 0.0530293582099412 |
| 90 | 0.95719186586189 | 0.0856162682762207 | 0.0428081341381103 |
| 91 | 0.969012729074504 | 0.0619745418509922 | 0.0309872709254961 |
| 92 | 0.978612627135483 | 0.0427747457290338 | 0.0213873728645169 |
| 93 | 0.975493460003595 | 0.0490130799928105 | 0.0245065399964052 |
| 94 | 0.972722337289776 | 0.054555325420448 | 0.027277662710224 |
| 95 | 0.968141258310813 | 0.0637174833783736 | 0.0318587416891868 |
| 96 | 0.96283882736473 | 0.07432234527054 | 0.03716117263527 |
| 97 | 0.958133029359087 | 0.0837339412818259 | 0.0418669706409129 |
| 98 | 0.952384573134009 | 0.0952308537319813 | 0.0476154268659907 |
| 99 | 0.950294971158415 | 0.0994100576831703 | 0.0497050288415852 |
| 100 | 0.94340993637191 | 0.113180127256181 | 0.0565900636280904 |
| 101 | 0.934581451137059 | 0.130837097725882 | 0.0654185488629408 |
| 102 | 0.930280945341025 | 0.139438109317951 | 0.0697190546589753 |
| 103 | 0.919463827226775 | 0.16107234554645 | 0.0805361727732248 |
| 104 | 0.911282512981514 | 0.177434974036971 | 0.0887174870184857 |
| 105 | 0.897304330013287 | 0.205391339973425 | 0.102695669986712 |
| 106 | 0.932077511956299 | 0.135844976087403 | 0.0679224880437015 |
| 107 | 0.990430938668425 | 0.0191381226631492 | 0.00956906133157458 |
| 108 | 0.990154348095383 | 0.019691303809234 | 0.00984565190461702 |
| 109 | 0.998162945679142 | 0.0036741086417166 | 0.0018370543208583 |
| 110 | 0.998220894893585 | 0.00355821021282942 | 0.00177910510641471 |
| 111 | 0.99792618182262 | 0.0041476363547592 | 0.0020738181773796 |
| 112 | 0.997716392860183 | 0.00456721427963403 | 0.00228360713981701 |
| 113 | 0.997630375072588 | 0.00473924985482454 | 0.00236962492741227 |
| 114 | 0.999381418178372 | 0.00123716364325667 | 0.000618581821628335 |
| 115 | 0.999787320563616 | 0.000425358872768224 | 0.000212679436384112 |
| 116 | 0.999844377423559 | 0.000311245152882889 | 0.000155622576441444 |
| 117 | 0.999852127769274 | 0.00029574446145099 | 0.000147872230725495 |
| 118 | 0.999849875517501 | 0.000300248964997483 | 0.000150124482498741 |
| 119 | 0.999803392374186 | 0.000393215251627229 | 0.000196607625813614 |
| 120 | 0.99976822934922 | 0.000463541301558921 | 0.000231770650779461 |
| 121 | 0.999776691850315 | 0.000446616299369488 | 0.000223308149684744 |
| 122 | 0.99977734522645 | 0.000445309547099989 | 0.000222654773549994 |
| 123 | 0.999695475273898 | 0.000609049452204598 | 0.000304524726102299 |
| 124 | 0.999739276671247 | 0.000521446657506655 | 0.000260723328753328 |
| 125 | 0.999693334174977 | 0.000613331650045072 | 0.000306665825022536 |
| 126 | 0.999624644840499 | 0.000750710319002986 | 0.000375355159501493 |
| 127 | 0.99952595114021 | 0.000948097719579086 | 0.000474048859789543 |
| 128 | 0.999395123319348 | 0.00120975336130316 | 0.000604876680651582 |
| 129 | 0.999259699031032 | 0.00148060193793608 | 0.000740300968968042 |
| 130 | 0.999462792265443 | 0.00107441546911311 | 0.000537207734556553 |
| 131 | 0.999291295309666 | 0.00141740938066723 | 0.000708704690333614 |
| 132 | 0.999237514601471 | 0.00152497079705838 | 0.000762485398529189 |
| 133 | 0.999107850536711 | 0.001784298926578 | 0.000892149463289 |
| 134 | 0.998980160479728 | 0.00203967904054487 | 0.00101983952027244 |
| 135 | 0.999141963886377 | 0.00171607222724588 | 0.000858036113622939 |
| 136 | 0.99969305500993 | 0.000613889980139341 | 0.00030694499006967 |
| 137 | 0.999749109938877 | 0.00050178012224656 | 0.00025089006112328 |
| 138 | 0.999775747820389 | 0.000448504359221624 | 0.000224252179610812 |
| 139 | 0.999700739899955 | 0.000598520200090867 | 0.000299260100045433 |
| 140 | 0.999756285171953 | 0.000487429656093203 | 0.000243714828046602 |
| 141 | 0.999670949210332 | 0.000658101579335375 | 0.000329050789667687 |
| 142 | 0.999614560064504 | 0.000770879870992406 | 0.000385439935496203 |
| 143 | 0.999514094857143 | 0.000971810285713296 | 0.000485905142856648 |
| 144 | 0.999351472556133 | 0.00129705488773395 | 0.000648527443866973 |
| 145 | 0.999780509486732 | 0.000438981026535901 | 0.00021949051326795 |
| 146 | 0.999706408140723 | 0.000587183718554364 | 0.000293591859277182 |
| 147 | 0.999984476207972 | 3.10475840567189e-05 | 1.55237920283594e-05 |
| 148 | 0.999978177243455 | 4.36455130892629e-05 | 2.18227565446315e-05 |
| 149 | 0.999972917435091 | 5.41651298190046e-05 | 2.70825649095023e-05 |
| 150 | 0.999994185171762 | 1.16296564757728e-05 | 5.8148282378864e-06 |
| 151 | 0.999995081129882 | 9.83774023625428e-06 | 4.91887011812714e-06 |
| 152 | 0.999999343197961 | 1.31360407760368e-06 | 6.5680203880184e-07 |
| 153 | 0.999999247804993 | 1.50439001320398e-06 | 7.52195006601991e-07 |
| 154 | 0.999998857980483 | 2.28403903432179e-06 | 1.14201951716089e-06 |
| 155 | 0.999998497917429 | 3.00416514203369e-06 | 1.50208257101685e-06 |
| 156 | 0.999997877400368 | 4.2451992636495e-06 | 2.12259963182475e-06 |
| 157 | 0.999998669803612 | 2.66039277569124e-06 | 1.33019638784562e-06 |
| 158 | 0.999998151185335 | 3.6976293294163e-06 | 1.84881466470815e-06 |
| 159 | 0.99999855710221 | 2.88579558066055e-06 | 1.44289779033028e-06 |
| 160 | 0.999998856286875 | 2.28742625039257e-06 | 1.14371312519629e-06 |
| 161 | 0.999998652074483 | 2.69585103312846e-06 | 1.34792551656423e-06 |
| 162 | 0.999999984294032 | 3.14119362682969e-08 | 1.57059681341485e-08 |
| 163 | 0.999999977299062 | 4.54018754923394e-08 | 2.27009377461697e-08 |
| 164 | 0.999999969080748 | 6.18385033074757e-08 | 3.09192516537379e-08 |
| 165 | 0.999999960536271 | 7.8927457612091e-08 | 3.94637288060455e-08 |
| 166 | 0.999999938212755 | 1.23574489183447e-07 | 6.17872445917235e-08 |
| 167 | 0.999999918643716 | 1.62712568492418e-07 | 8.13562842462089e-08 |
| 168 | 0.999999913092565 | 1.73814869356224e-07 | 8.6907434678112e-08 |
| 169 | 0.999999887816305 | 2.24367390688613e-07 | 1.12183695344307e-07 |
| 170 | 0.999999874104613 | 2.5179077305264e-07 | 1.2589538652632e-07 |
| 171 | 0.999999807923392 | 3.84153215386657e-07 | 1.92076607693328e-07 |
| 172 | 0.999999762929523 | 4.74140953180642e-07 | 2.37070476590321e-07 |
| 173 | 0.999999825679162 | 3.48641675374242e-07 | 1.74320837687121e-07 |
| 174 | 0.999999784783728 | 4.30432543390578e-07 | 2.15216271695289e-07 |
| 175 | 0.999999997948577 | 4.10284673525494e-09 | 2.05142336762747e-09 |
| 176 | 0.999999998719349 | 2.56130207451578e-09 | 1.28065103725789e-09 |
| 177 | 0.999999998327273 | 3.34545455561616e-09 | 1.67272727780808e-09 |
| 178 | 0.999999997536416 | 4.92716712909613e-09 | 2.46358356454807e-09 |
| 179 | 0.999999997343143 | 5.31371325626927e-09 | 2.65685662813464e-09 |
| 180 | 0.999999996675232 | 6.64953575622789e-09 | 3.32476787811394e-09 |
| 181 | 0.999999997403861 | 5.19227701815047e-09 | 2.59613850907524e-09 |
| 182 | 0.999999997178078 | 5.64384418573982e-09 | 2.82192209286991e-09 |
| 183 | 0.999999998294752 | 3.41049601210412e-09 | 1.70524800605206e-09 |
| 184 | 0.999999997287574 | 5.42485272430507e-09 | 2.71242636215253e-09 |
| 185 | 0.999999996396935 | 7.20613015962995e-09 | 3.60306507981497e-09 |
| 186 | 0.999999996863359 | 6.27328220953717e-09 | 3.13664110476858e-09 |
| 187 | 0.999999996784462 | 6.43107592264106e-09 | 3.21553796132053e-09 |
| 188 | 0.999999997959731 | 4.08053805467626e-09 | 2.04026902733813e-09 |
| 189 | 0.999999996742389 | 6.5152224068557e-09 | 3.25761120342785e-09 |
| 190 | 0.999999996215407 | 7.56918565347823e-09 | 3.78459282673911e-09 |
| 191 | 0.999999999123858 | 1.75228363016149e-09 | 8.76141815080744e-10 |
| 192 | 0.999999998571522 | 2.856955952986e-09 | 1.428477976493e-09 |
| 193 | 0.999999998322632 | 3.35473615207521e-09 | 1.67736807603761e-09 |
| 194 | 0.999999998561141 | 2.87771714726374e-09 | 1.43885857363187e-09 |
| 195 | 0.99999999742997 | 5.14005999382714e-09 | 2.57002999691357e-09 |
| 196 | 0.999999996443608 | 7.11278314363118e-09 | 3.55639157181559e-09 |
| 197 | 0.999999995450403 | 9.09919394202838e-09 | 4.54959697101419e-09 |
| 198 | 0.999999991835254 | 1.63294910014829e-08 | 8.16474550074146e-09 |
| 199 | 0.999999985708163 | 2.85836748065446e-08 | 1.42918374032723e-08 |
| 200 | 0.999999978336762 | 4.33264749962323e-08 | 2.16632374981162e-08 |
| 201 | 0.999999966234649 | 6.7530701232926e-08 | 3.3765350616463e-08 |
| 202 | 0.999999955736457 | 8.85270869767255e-08 | 4.42635434883627e-08 |
| 203 | 0.999999922962293 | 1.54075413039455e-07 | 7.70377065197277e-08 |
| 204 | 0.999999881819514 | 2.36360972152069e-07 | 1.18180486076034e-07 |
| 205 | 0.999999803097652 | 3.93804696639008e-07 | 1.96902348319504e-07 |
| 206 | 0.999999702129307 | 5.95741385032281e-07 | 2.97870692516141e-07 |
| 207 | 0.999999495446281 | 1.00910743842078e-06 | 5.04553719210392e-07 |
| 208 | 0.999999481967026 | 1.0360659488297e-06 | 5.1803297441485e-07 |
| 209 | 0.999999211053993 | 1.57789201327572e-06 | 7.88946006637858e-07 |
| 210 | 0.999999707958974 | 5.84082051287491e-07 | 2.92041025643745e-07 |
| 211 | 0.999999839158778 | 3.2168244480025e-07 | 1.60841222400125e-07 |
| 212 | 0.999999727408622 | 5.45182755700446e-07 | 2.72591377850223e-07 |
| 213 | 0.999999557367557 | 8.85264885957251e-07 | 4.42632442978626e-07 |
| 214 | 0.999999245191142 | 1.50961771603555e-06 | 7.54808858017777e-07 |
| 215 | 0.999999562986436 | 8.74027128934096e-07 | 4.37013564467048e-07 |
| 216 | 0.999999943108468 | 1.13783063309356e-07 | 5.68915316546778e-08 |
| 217 | 0.999999901551769 | 1.96896462445351e-07 | 9.84482312226757e-08 |
| 218 | 0.999999823727215 | 3.52545569424779e-07 | 1.7627278471239e-07 |
| 219 | 0.999999688755914 | 6.22488172192584e-07 | 3.11244086096292e-07 |
| 220 | 0.99999962391132 | 7.5217736009261e-07 | 3.76088680046305e-07 |
| 221 | 0.99999958951114 | 8.20977719946912e-07 | 4.10488859973456e-07 |
| 222 | 0.99999932057285 | 1.35885429963852e-06 | 6.79427149819261e-07 |
| 223 | 0.999998870429395 | 2.25914121086696e-06 | 1.12957060543348e-06 |
| 224 | 0.999998106487313 | 3.78702537433696e-06 | 1.89351268716848e-06 |
| 225 | 0.999998336413148 | 3.32717370311368e-06 | 1.66358685155684e-06 |
| 226 | 0.999999022760581 | 1.95447883866431e-06 | 9.77239419332156e-07 |
| 227 | 0.999999781363641 | 4.37272718156778e-07 | 2.18636359078389e-07 |
| 228 | 0.999999766413418 | 4.67173164796384e-07 | 2.33586582398192e-07 |
| 229 | 0.999999602939058 | 7.94121883114889e-07 | 3.97060941557444e-07 |
| 230 | 0.999999946353837 | 1.07292326605921e-07 | 5.36461633029603e-08 |
| 231 | 0.999999984980554 | 3.00388923755865e-08 | 1.50194461877932e-08 |
| 232 | 0.999999979668994 | 4.06620114199068e-08 | 2.03310057099534e-08 |
| 233 | 0.999999959070853 | 8.18582934100844e-08 | 4.09291467050422e-08 |
| 234 | 0.999999921752745 | 1.56494510774047e-07 | 7.82472553870236e-08 |
| 235 | 0.999999847955927 | 3.04088145646602e-07 | 1.52044072823301e-07 |
| 236 | 0.999999707435519 | 5.85128961897057e-07 | 2.92564480948528e-07 |
| 237 | 0.99999960276638 | 7.94467239429491e-07 | 3.97233619714746e-07 |
| 238 | 0.999999570128019 | 8.59743961615537e-07 | 4.29871980807769e-07 |
| 239 | 0.999999187219889 | 1.62556022265939e-06 | 8.12780111329693e-07 |
| 240 | 0.999999338995994 | 1.32200801188556e-06 | 6.61004005942782e-07 |
| 241 | 0.999999314363783 | 1.3712724337397e-06 | 6.8563621686985e-07 |
| 242 | 0.999999067244872 | 1.86551025663919e-06 | 9.32755128319594e-07 |
| 243 | 0.999998643482689 | 2.71303462158575e-06 | 1.35651731079287e-06 |
| 244 | 0.999997644967836 | 4.71006432814199e-06 | 2.355032164071e-06 |
| 245 | 0.999995673761069 | 8.65247786271841e-06 | 4.32623893135921e-06 |
| 246 | 0.999992474733689 | 1.50505326210786e-05 | 7.52526631053931e-06 |
| 247 | 0.999991597060116 | 1.68058797685116e-05 | 8.40293988425579e-06 |
| 248 | 0.999985162903049 | 2.96741939026385e-05 | 1.48370969513193e-05 |
| 249 | 0.999973836866488 | 5.23262670240197e-05 | 2.61631335120098e-05 |
| 250 | 0.99999503611341 | 9.92777318085505e-06 | 4.96388659042753e-06 |
| 251 | 0.999993111653674 | 1.37766926511498e-05 | 6.88834632557492e-06 |
| 252 | 0.999986882294368 | 2.62354112644329e-05 | 1.31177056322165e-05 |
| 253 | 0.999979813284815 | 4.037343037038e-05 | 2.018671518519e-05 |
| 254 | 0.999962328517313 | 7.53429653729432e-05 | 3.76714826864716e-05 |
| 255 | 0.999930471777065 | 0.00013905644586909 | 6.95282229345451e-05 |
| 256 | 0.999900599571612 | 0.000198800856775291 | 9.94004283876456e-05 |
| 257 | 0.999816466938657 | 0.000367066122685403 | 0.000183533061342702 |
| 258 | 0.999726371110786 | 0.000547257778428812 | 0.000273628889214406 |
| 259 | 0.999495574178244 | 0.00100885164351216 | 0.00050442582175608 |
| 260 | 0.999275325364326 | 0.00144934927134904 | 0.000724674635674518 |
| 261 | 0.998688741973223 | 0.00262251605355418 | 0.00131125802677709 |
| 262 | 0.998220974906215 | 0.00355805018757045 | 0.00177902509378523 |
| 263 | 0.997096068008439 | 0.00580786398312107 | 0.00290393199156053 |
| 264 | 0.996293391105826 | 0.00741321778834828 | 0.00370660889417414 |
| 265 | 0.996591817571113 | 0.00681636485777351 | 0.00340818242888676 |
| 266 | 0.995397943496752 | 0.00920411300649532 | 0.00460205650324766 |
| 267 | 0.99431140734621 | 0.0113771853075807 | 0.00568859265379033 |
| 268 | 0.990123986825893 | 0.0197520263482141 | 0.00987601317410704 |
| 269 | 0.98925506455076 | 0.0214898708984794 | 0.0107449354492397 |
| 270 | 0.984424108714558 | 0.0311517825708842 | 0.0155758912854421 |
| 271 | 0.975551303903311 | 0.0488973921933785 | 0.0244486960966892 |
| 272 | 0.971413130218886 | 0.057173739562228 | 0.028586869781114 |
| 273 | 0.966686885416354 | 0.0666262291672911 | 0.0333131145836456 |
| 274 | 0.942815675751691 | 0.114368648496618 | 0.0571843242483091 |
| 275 | 0.91627859539951 | 0.16744280920098 | 0.0837214046004898 |
| 276 | 0.916170952722995 | 0.16765809455401 | 0.083829047277005 |
| 277 | 0.864791610452832 | 0.270416779094336 | 0.135208389547168 |
| 278 | 0.808774590115925 | 0.382450819768151 | 0.191225409884075 |
| 279 | 0.705536869205522 | 0.588926261588956 | 0.294463130794478 |
| 280 | 0.630664975425095 | 0.73867004914981 | 0.369335024574905 |
| 281 | 0.867005167997732 | 0.265989664004537 | 0.132994832002268 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 158 | 0.576642335766423 | NOK |
| 5% type I error level | 169 | 0.616788321167883 | NOK |
| 10% type I error level | 185 | 0.675182481751825 | NOK |
