| Multiple Linear Regression - Estimated Regression Equation |
| feedback_messages_p1[t] = + 1.19908515081637 + 0.0229634417608474logins[t] -0.00385253896392885compendium_views_info[t] -0.00037209842668945compendium_views_pr[t] + 0.228042855348767shared_compendiums[t] + 0.0593608333763355blogged_computations[t] + 3.58091199198788compendiums_reviewed[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) | 1.19908515081637 | 1.092253 | 1.0978 | 0.273225 | 0.136612 |
| logins | 0.0229634417608474 | 0.017481 | 1.3137 | 0.190028 | 0.095014 |
| compendium_views_info | -0.00385253896392885 | 0.002872 | -1.3414 | 0.180868 | 0.090434 |
| compendium_views_pr | -0.00037209842668945 | 0.009801 | -0.038 | 0.969743 | 0.484871 |
| shared_compendiums | 0.228042855348767 | 0.169478 | 1.3456 | 0.179527 | 0.089763 |
| blogged_computations | 0.0593608333763355 | 0.021738 | 2.7307 | 0.006718 | 0.003359 |
| compendiums_reviewed | 3.58091199198788 | 0.06603 | 54.2318 | 0 | 0 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.984638159604947 |
| R-squared | 0.969512305350217 |
| Adjusted R-squared | 0.968863630995966 |
| F-TEST (value) | 1494.60557365509 |
| F-TEST (DF numerator) | 6 |
| F-TEST (DF denominator) | 282 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 7.09567512751829 |
| Sum Squared Residuals | 14198.3067553094 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 115 | 113.730286649559 | 1.26971335044075 |
| 2 | 109 | 105.941003936552 | 3.05899606344794 |
| 3 | 146 | 142.639756766036 | 3.36024323396393 |
| 4 | 116 | 113.765329461054 | 2.23467053894553 |
| 5 | 68 | 82.9793408784444 | -14.9793408784444 |
| 6 | 101 | 94.9963308389393 | 6.0036691610607 |
| 7 | 96 | 93.9760743685095 | 2.0239256314905 |
| 8 | 67 | 65.6919047138271 | 1.30809528617285 |
| 9 | 44 | 41.7609939439768 | 2.23900605602318 |
| 10 | 100 | 96.4540944354059 | 3.54590556459414 |
| 11 | 93 | 93.5857190106994 | -0.585719010699443 |
| 12 | 140 | 141.281866652673 | -1.28186665267261 |
| 13 | 166 | 165.671663889909 | 0.328336110090981 |
| 14 | 99 | 112.055678789049 | -13.0556787890489 |
| 15 | 139 | 149.228784928542 | -10.2287849285417 |
| 16 | 130 | 128.329690827035 | 1.67030917296534 |
| 17 | 181 | 176.844897896594 | 4.15510210340624 |
| 18 | 116 | 114.436729671287 | 1.56327032871325 |
| 19 | 116 | 116.834565622205 | -0.834565622205338 |
| 20 | 88 | 87.8740157648251 | 0.1259842351749 |
| 21 | 139 | 137.73472071219 | 1.26527928781044 |
| 22 | 135 | 134.9458398913 | 0.0541601087001896 |
| 23 | 108 | 111.583617081013 | -3.58361708101304 |
| 24 | 89 | 94.0337864546435 | -5.03378645464355 |
| 25 | 156 | 146.698293769909 | 9.30170623009065 |
| 26 | 129 | 128.592326098933 | 0.407673901066961 |
| 27 | 118 | 115.727716004009 | 2.27228399599068 |
| 28 | 118 | 117.261099431496 | 0.738900568503932 |
| 29 | 125 | 125.28269803279 | -0.282698032790018 |
| 30 | 95 | 92.607168684778 | 2.39283131522203 |
| 31 | 126 | 123.96209203559 | 2.03790796440967 |
| 32 | 135 | 131.681163887018 | 3.31883611298243 |
| 33 | 154 | 154.456898762583 | -0.456898762583274 |
| 34 | 165 | 161.470039221673 | 3.52996077832701 |
| 35 | 113 | 111.476845160177 | 1.52315483982323 |
| 36 | 127 | 124.101388324575 | 2.89861167542514 |
| 37 | 52 | 49.3803627589083 | 2.6196372410917 |
| 38 | 121 | 117.882154721212 | 3.11784527878816 |
| 39 | 136 | 133.737964291807 | 2.26203570819347 |
| 40 | 0 | 1.31941383484905 | -1.31941383484905 |
| 41 | 108 | 104.963391900708 | 3.03660809929245 |
| 42 | 46 | 53.1941393679643 | -7.19413936796433 |
| 43 | 54 | 64.3271377943416 | -10.3271377943416 |
| 44 | 124 | 121.710585844988 | 2.28941415501169 |
| 45 | 115 | 113.837265403356 | 1.16273459664441 |
| 46 | 128 | 130.416421588802 | -2.41642158880227 |
| 47 | 80 | 75.1123557726047 | 4.88764422739534 |
| 48 | 97 | 105.361917982169 | -8.36191798216851 |
| 49 | 104 | 104.123402611821 | -0.123402611821182 |
| 50 | 59 | 140.936823726584 | -81.9368237265843 |
| 51 | 125 | 124.085299914137 | 0.91470008586259 |
| 52 | 82 | 95.6180164062632 | -13.6180164062632 |
| 53 | 149 | 145.601653132736 | 3.39834686726388 |
| 54 | 149 | 146.97150450339 | 2.0284954966096 |
| 55 | 122 | 123.23839957858 | -1.2383995785798 |
| 56 | 118 | 105.738376657944 | 12.2616233420556 |
| 57 | 12 | 15.7014469253686 | -3.7014469253686 |
| 58 | 144 | 150.346274177187 | -6.34627417718706 |
| 59 | 67 | 67.4424597914171 | -0.442459791417087 |
| 60 | 52 | 53.4913672991853 | -1.49136729918527 |
| 61 | 108 | 107.348526456058 | 0.651473543941811 |
| 62 | 166 | 165.220469424318 | 0.779530575682393 |
| 63 | 80 | 81.0775179720642 | -1.07751797206421 |
| 64 | 60 | 59.8272196113581 | 0.172780388641889 |
| 65 | 107 | 107.85746530063 | -0.857465300630392 |
| 66 | 127 | 133.14838515546 | -6.14838515546044 |
| 67 | 107 | 107.706670721795 | -0.706670721794553 |
| 68 | 146 | 145.130090469477 | 0.869909530522836 |
| 69 | 84 | 90.1804099533945 | -6.1804099533945 |
| 70 | 141 | 133.755187133326 | 7.2448128666744 |
| 71 | 123 | 119.790964385985 | 3.20903561401497 |
| 72 | 111 | 107.28789695777 | 3.71210304223031 |
| 73 | 98 | 94.7219083645257 | 3.27809163547433 |
| 74 | 105 | 103.563127335631 | 1.43687266436933 |
| 75 | 135 | 136.376348743892 | -1.37634874389236 |
| 76 | 107 | 107.42839255155 | -0.428392551550123 |
| 77 | 85 | 91.1004746305834 | -6.1004746305834 |
| 78 | 155 | 150.386122920143 | 4.61387707985728 |
| 79 | 88 | 85.4713472295031 | 2.52865277049688 |
| 80 | 155 | 149.131893306262 | 5.86810669373796 |
| 81 | 104 | 104.636585821853 | -0.636585821852672 |
| 82 | 132 | 128.372722929875 | 3.62727707012485 |
| 83 | 127 | 125.439218291721 | 1.56078170827855 |
| 84 | 108 | 106.185000314322 | 1.81499968567766 |
| 85 | 129 | 129.001370128794 | -0.00137012879352919 |
| 86 | 116 | 114.260959846047 | 1.73904015395325 |
| 87 | 122 | 122.174359344563 | -0.174359344562766 |
| 88 | 85 | 82.1904721767823 | 2.80952782321766 |
| 89 | 147 | 142.453047546082 | 4.54695245391842 |
| 90 | 99 | 96.2004654990981 | 2.79953450090189 |
| 91 | 87 | 132.905403131788 | -45.9054031317879 |
| 92 | 28 | 31.6340533877167 | -3.63405338771671 |
| 93 | 90 | 86.7995526903185 | 3.20044730968152 |
| 94 | 109 | 110.046122591886 | -1.04612259188605 |
| 95 | 78 | 75.5205992316649 | 2.47940076833511 |
| 96 | 111 | 107.389366727522 | 3.61063327247796 |
| 97 | 158 | 165.895453020358 | -7.89545302035847 |
| 98 | 141 | 140.514267452522 | 0.485732547478088 |
| 99 | 122 | 122.743773673745 | -0.743773673744976 |
| 100 | 124 | 126.6367646163 | -2.63676461629979 |
| 101 | 93 | 93.4190620275204 | -0.419062027520351 |
| 102 | 124 | 119.741463271767 | 4.25853672823349 |
| 103 | 112 | 107.778303054037 | 4.22169694596322 |
| 104 | 108 | 104.787344377857 | 3.21265562214344 |
| 105 | 99 | 105.986347549063 | -6.9863475490629 |
| 106 | 117 | 119.014342690821 | -2.01434269082127 |
| 107 | 199 | 195.298450178093 | 3.70154982190707 |
| 108 | 78 | 77.996684672721 | 0.00331532727898739 |
| 109 | 91 | 94.5925289603965 | -3.5925289603965 |
| 110 | 158 | 154.670748318756 | 3.32925168124435 |
| 111 | 126 | 124.862504748837 | 1.13749525116308 |
| 112 | 122 | 119.623288258587 | 2.37671174141327 |
| 113 | 71 | 70.4013198678969 | 0.598680132103116 |
| 114 | 75 | 77.1899944968212 | -2.1899944968212 |
| 115 | 115 | 117.295226053874 | -2.29522605387423 |
| 116 | 119 | 116.062198513607 | 2.93780148639286 |
| 117 | 124 | 123.255740043711 | 0.744259956288522 |
| 118 | 72 | 67.8203061073724 | 4.1796938926276 |
| 119 | 91 | 85.3066861023106 | 5.69331389768936 |
| 120 | 45 | 64.0712562679986 | -19.0712562679986 |
| 121 | 78 | 75.4257404650388 | 2.57425953496118 |
| 122 | 39 | 45.7844844789241 | -6.78448447892412 |
| 123 | 68 | 64.1354202928823 | 3.86457970711769 |
| 124 | 119 | 113.613847934562 | 5.38615206543772 |
| 125 | 117 | 115.664266169919 | 1.33573383008123 |
| 126 | 39 | 39.3014257369283 | -0.301425736928348 |
| 127 | 50 | 49.8642374477522 | 0.135762552247827 |
| 128 | 88 | 83.2002209046791 | 4.79977909532089 |
| 129 | 155 | 158.775516625396 | -3.77551662539603 |
| 130 | 0 | 5.12532167464348 | -5.12532167464348 |
| 131 | 36 | 34.4733682604201 | 1.52663173957993 |
| 132 | 123 | 121.333481535387 | 1.66651846461292 |
| 133 | 32 | 42.6916837540134 | -10.6916837540134 |
| 134 | 99 | 92.4295409154746 | 6.57045908452543 |
| 135 | 136 | 133.648550082731 | 2.35144991726916 |
| 136 | 117 | 117.520165714432 | -0.52016571443192 |
| 137 | 0 | 1.24072866690827 | -1.24072866690827 |
| 138 | 88 | 90.1906343707999 | -2.19063437079993 |
| 139 | 39 | 48.1743369404936 | -9.17433694049363 |
| 140 | 25 | 30.5724875227766 | -5.57248752277656 |
| 141 | 52 | 48.5467284721149 | 3.45327152788506 |
| 142 | 75 | 72.3291768721539 | 2.67082312784608 |
| 143 | 71 | 65.3647512796923 | 5.63524872030769 |
| 144 | 124 | 124.056725500605 | -0.0567255006045038 |
| 145 | 151 | 148.865027470909 | 2.13497252909139 |
| 146 | 71 | 81.0410300875863 | -10.0410300875863 |
| 147 | 145 | 141.012586992218 | 3.98741300778233 |
| 148 | 87 | 88.3315534086642 | -1.33155340866423 |
| 149 | 27 | 30.4942615683773 | -3.49426156837733 |
| 150 | 131 | 128.554570046226 | 2.4454299537742 |
| 151 | 162 | 159.403383085792 | 2.5966169142081 |
| 152 | 165 | 157.585011338014 | 7.41498866198563 |
| 153 | 54 | 53.8487927735382 | 0.151207226461803 |
| 154 | 159 | 152.969327905301 | 6.03067209469894 |
| 155 | 147 | 144.183510377234 | 2.8164896227661 |
| 156 | 170 | 169.298504413181 | 0.701495586819412 |
| 157 | 119 | 114.81968636007 | 4.18031363993022 |
| 158 | 49 | 48.0667520843461 | 0.933247915653883 |
| 159 | 104 | 102.757572302905 | 1.24242769709514 |
| 160 | 120 | 119.713626827793 | 0.286373172207057 |
| 161 | 150 | 149.206403593709 | 0.793596406290897 |
| 162 | 112 | 111.233240741315 | 0.766759258684633 |
| 163 | 59 | 61.5529517587133 | -2.55295175871332 |
| 164 | 136 | 137.477693393542 | -1.47769339354241 |
| 165 | 107 | 111.532904716127 | -4.5329047161269 |
| 166 | 130 | 131.080284207136 | -1.08028420713631 |
| 167 | 115 | 119.316862549888 | -4.31686254988803 |
| 168 | 107 | 99.4666070065779 | 7.53339299342206 |
| 169 | 75 | 76.3521985411802 | -1.35219854118024 |
| 170 | 71 | 67.4197493833909 | 3.58025061660915 |
| 171 | 120 | 116.540591094027 | 3.45940890597314 |
| 172 | 116 | 118.371565963549 | -2.37156596354897 |
| 173 | 79 | 78.1906710080106 | 0.809328991989357 |
| 174 | 150 | 149.267895535752 | 0.732104464247528 |
| 175 | 156 | 156.365552453149 | -0.365552453149367 |
| 176 | 51 | 47.4318583644074 | 3.5681416355926 |
| 177 | 118 | 119.682035456556 | -1.68203545655599 |
| 178 | 71 | 66.624182437539 | 4.37581756246096 |
| 179 | 144 | 148.38782756803 | -4.38782756803028 |
| 180 | 47 | 53.4664279286688 | -6.46642792866878 |
| 181 | 28 | 28.7429553676439 | -0.742955367643899 |
| 182 | 68 | 65.0621606478221 | 2.93783935217793 |
| 183 | 0 | 1.33869708999622 | -1.33869708999622 |
| 184 | 110 | 111.28923801296 | -1.28923801296031 |
| 185 | 147 | 139.548083985998 | 7.45191601400171 |
| 186 | 0 | 1.44434030992419 | -1.44434030992419 |
| 187 | 15 | 19.2748316658443 | -4.2748316658443 |
| 188 | 4 | 4.62787286781729 | -0.627872867817294 |
| 189 | 64 | 59.6635529555429 | 4.33644704445709 |
| 190 | 111 | 117.818573046974 | -6.81857304697438 |
| 191 | 85 | 89.7290945994934 | -4.72909459949338 |
| 192 | 68 | 62.1014561594583 | 5.89854384054166 |
| 193 | 40 | 43.0668789211353 | -3.06687892113533 |
| 194 | 80 | 88.4351830858348 | -8.43518308583482 |
| 195 | 88 | 82.2134175991631 | 5.78658240083693 |
| 196 | 48 | 47.1120743123442 | 0.887925687655834 |
| 197 | 76 | 69.3614475580312 | 6.63855244196884 |
| 198 | 51 | 48.6943904139484 | 2.30560958605164 |
| 199 | 67 | 63.3696251140432 | 3.63037488595683 |
| 200 | 59 | 56.8609559486648 | 2.13904405133516 |
| 201 | 61 | 60.7398085360951 | 0.260191463904856 |
| 202 | 76 | 88.1815080993037 | -12.1815080993037 |
| 203 | 60 | 56.7986200503794 | 3.20137994962058 |
| 204 | 68 | 63.4542501945189 | 4.54574980548112 |
| 205 | 71 | 66.6093130753099 | 4.39068692469006 |
| 206 | 76 | 73.3069950763714 | 2.69300492362864 |
| 207 | 62 | 60.3253943588754 | 1.67460564112463 |
| 208 | 61 | 59.2613785252766 | 1.73862147472337 |
| 209 | 67 | 67.1273616254266 | -0.127361625426645 |
| 210 | 88 | 81.9512141500589 | 6.04878584994105 |
| 211 | 30 | 31.7665741950676 | -1.76657419506756 |
| 212 | 64 | 63.8437589402348 | 0.156241059765181 |
| 213 | 68 | 66.4468029912644 | 1.55319700873564 |
| 214 | 64 | 60.4734040630734 | 3.52659593692655 |
| 215 | 91 | 84.4895301550065 | 6.51046984499348 |
| 216 | 88 | 80.5389278428918 | 7.46107215710819 |
| 217 | 52 | 48.742620510725 | 3.25737948927504 |
| 218 | 49 | 49.7199859143742 | -0.719985914374176 |
| 219 | 62 | 60.4086353404341 | 1.59136465956588 |
| 220 | 61 | 58.7437963372182 | 2.25620366278176 |
| 221 | 76 | 73.9580858189917 | 2.04191418100834 |
| 222 | 88 | 82.5901106811604 | 5.40988931883964 |
| 223 | 66 | 64.5362146427102 | 1.46378535728976 |
| 224 | 71 | 66.7746846089839 | 4.22531539101614 |
| 225 | 68 | 62.3215717975643 | 5.67842820243571 |
| 226 | 48 | 46.9844794861362 | 1.01552051386378 |
| 227 | 25 | 27.4537563679476 | -2.45375636794762 |
| 228 | 68 | 64.1211561230889 | 3.87884387691114 |
| 229 | 41 | 53.3996513325225 | -12.3996513325225 |
| 230 | 90 | 84.7347957299075 | 5.26520427009248 |
| 231 | 66 | 62.1579986821095 | 3.84200131789048 |
| 232 | 54 | 53.1750082044293 | 0.824991795570685 |
| 233 | 59 | 55.8408194536511 | 3.15918054634888 |
| 234 | 60 | 62.5942434676336 | -2.59424346763356 |
| 235 | 77 | 77.8209104339339 | -0.820910433933881 |
| 236 | 68 | 68.2828291695561 | -0.28282916955608 |
| 237 | 72 | 66.1940715079855 | 5.80592849201453 |
| 238 | 67 | 63.0393663968242 | 3.96063360317578 |
| 239 | 64 | 62.9580496647167 | 1.04195033528334 |
| 240 | 63 | 59.3321441285908 | 3.66785587140924 |
| 241 | 59 | 55.4720540345207 | 3.52794596547933 |
| 242 | 84 | 80.0990768518221 | 3.90092314817794 |
| 243 | 64 | 60.882221608462 | 3.117778391538 |
| 244 | 56 | 52.9197498189827 | 3.08025018101733 |
| 245 | 54 | 55.8931187147657 | -1.89311871476566 |
| 246 | 67 | 63.1842193328293 | 3.81578066717071 |
| 247 | 58 | 57.5006258671347 | 0.499374132865253 |
| 248 | 59 | 55.610356097395 | 3.38964390260497 |
| 249 | 40 | 37.919566746713 | 2.08043325328696 |
| 250 | 22 | 23.4296281236404 | -1.42962812364044 |
| 251 | 83 | 81.2620906355042 | 1.73790936449583 |
| 252 | 81 | 78.484522801556 | 2.51547719844396 |
| 253 | 2 | 5.54058424908234 | -3.54058424908234 |
| 254 | 72 | 66.4788796694611 | 5.52112033053887 |
| 255 | 61 | 62.5167941229149 | -1.51679412291486 |
| 256 | 15 | 15.7444522593884 | -0.74445225938841 |
| 257 | 32 | 38.1669868004428 | -6.16698680044277 |
| 258 | 62 | 59.8851606282162 | 2.11483937178382 |
| 259 | 58 | 59.7559860691296 | -1.75598606912965 |
| 260 | 36 | 34.6264509282296 | 1.37354907177044 |
| 261 | 59 | 58.3227001485148 | 0.677299851485156 |
| 262 | 68 | 64.4053871328482 | 3.59461286715177 |
| 263 | 21 | 26.4943794665926 | -5.49437946659261 |
| 264 | 55 | 56.7580374823312 | -1.75803748233119 |
| 265 | 54 | 52.3812518360084 | 1.61874816399165 |
| 266 | 55 | 53.0928798378952 | 1.9071201621048 |
| 267 | 72 | 67.7967955403755 | 4.20320445962445 |
| 268 | 41 | 46.1239427011465 | -5.12394270114649 |
| 269 | 61 | 60.1435094066305 | 0.856490593369547 |
| 270 | 67 | 78.295109219572 | -11.295109219572 |
| 271 | 76 | 70.3275324937855 | 5.67246750621448 |
| 272 | 64 | 59.4210416685482 | 4.57895833145184 |
| 273 | 3 | 4.48344479154603 | -1.48344479154603 |
| 274 | 63 | 61.2027192338941 | 1.79728076610595 |
| 275 | 40 | 38.3266311928854 | 1.67336880711464 |
| 276 | 69 | 72.3942182918356 | -3.39421829183556 |
| 277 | 48 | 44.9295014458019 | 3.07049855419814 |
| 278 | 8 | 9.16211133263262 | -1.16211133263262 |
| 279 | 52 | 53.2886452836755 | -1.28864528367551 |
| 280 | 66 | 62.5207349184385 | 3.47926508156154 |
| 281 | 76 | 70.1809454235374 | 5.81905457646257 |
| 282 | 43 | 52.1883584594907 | -9.18835845949071 |
| 283 | 39 | 41.9136115305788 | -2.9136115305788 |
| 284 | 14 | 15.8754117323944 | -1.87541173239444 |
| 285 | 61 | 58.7769984671527 | 2.22300153284727 |
| 286 | 71 | 73.541649492641 | -2.54164949264102 |
| 287 | 44 | 44.8095280447739 | -0.809528044773914 |
| 288 | 60 | 56.6834254415224 | 3.31657455847764 |
| 289 | 64 | 58.540441724765 | 5.45955827523497 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 10 | 0.470647679843698 | 0.941295359687396 | 0.529352320156302 |
| 11 | 0.400750574899979 | 0.801501149799957 | 0.599249425100021 |
| 12 | 0.343104898674648 | 0.686209797349296 | 0.656895101325352 |
| 13 | 0.237771988130902 | 0.475543976261804 | 0.762228011869098 |
| 14 | 0.641595734277823 | 0.716808531444354 | 0.358404265722177 |
| 15 | 0.729018393300986 | 0.541963213398027 | 0.270981606699014 |
| 16 | 0.651600814479611 | 0.696798371040778 | 0.348399185520389 |
| 17 | 0.56867340324718 | 0.862653193505641 | 0.43132659675282 |
| 18 | 0.536021570919202 | 0.927956858161597 | 0.463978429080798 |
| 19 | 0.475252654590658 | 0.950505309181316 | 0.524747345409342 |
| 20 | 0.403772040645569 | 0.807544081291137 | 0.596227959354431 |
| 21 | 0.334094973904089 | 0.668189947808178 | 0.665905026095911 |
| 22 | 0.26861325154419 | 0.53722650308838 | 0.73138674845581 |
| 23 | 0.220913073250666 | 0.441826146501333 | 0.779086926749334 |
| 24 | 0.186432396940213 | 0.372864793880426 | 0.813567603059787 |
| 25 | 0.25382537490524 | 0.50765074981048 | 0.74617462509476 |
| 26 | 0.199625116695126 | 0.399250233390253 | 0.800374883304874 |
| 27 | 0.158969422746156 | 0.317938845492311 | 0.841030577253844 |
| 28 | 0.120682033493301 | 0.241364066986602 | 0.879317966506699 |
| 29 | 0.0896909179944124 | 0.179381835988825 | 0.910309082005588 |
| 30 | 0.0718096781657913 | 0.143619356331583 | 0.928190321834209 |
| 31 | 0.0543663800022644 | 0.108732760004529 | 0.945633619997736 |
| 32 | 0.0421134645031498 | 0.0842269290062997 | 0.95788653549685 |
| 33 | 0.0296888034798854 | 0.0593776069597709 | 0.970311196520115 |
| 34 | 0.0217035090130989 | 0.0434070180261978 | 0.978296490986901 |
| 35 | 0.0151353798632988 | 0.0302707597265976 | 0.984864620136701 |
| 36 | 0.010803223916508 | 0.021606447833016 | 0.989196776083492 |
| 37 | 0.0079971978059914 | 0.0159943956119828 | 0.992002802194009 |
| 38 | 0.00583285013943744 | 0.0116657002788749 | 0.994167149860563 |
| 39 | 0.00384666526349671 | 0.00769333052699342 | 0.996153334736503 |
| 40 | 0.00246546511151355 | 0.00493093022302711 | 0.997534534888486 |
| 41 | 0.00169843721951295 | 0.00339687443902591 | 0.998301562780487 |
| 42 | 0.00188583515219276 | 0.00377167030438551 | 0.998114164847807 |
| 43 | 0.00254500441813654 | 0.00509000883627308 | 0.997454995581863 |
| 44 | 0.00164553064634028 | 0.00329106129268055 | 0.99835446935366 |
| 45 | 0.00104647169262625 | 0.0020929433852525 | 0.998953528307374 |
| 46 | 0.000713666426143615 | 0.00142733285228723 | 0.999286333573856 |
| 47 | 0.000766286118240265 | 0.00153257223648053 | 0.99923371388176 |
| 48 | 0.000983482060778084 | 0.00196696412155617 | 0.999016517939222 |
| 49 | 0.000627075543945003 | 0.00125415108789001 | 0.999372924456055 |
| 50 | 1 | 1.36173458525539e-16 | 6.80867292627696e-17 |
| 51 | 1 | 1.77284147208407e-16 | 8.86420736042033e-17 |
| 52 | 1 | 4.39486166645602e-17 | 2.19743083322801e-17 |
| 53 | 1 | 7.09441346839361e-17 | 3.5472067341968e-17 |
| 54 | 1 | 1.60844727289e-16 | 8.04223636445002e-17 |
| 55 | 1 | 3.10729708629327e-16 | 1.55364854314663e-16 |
| 56 | 1 | 8.1405916625003e-17 | 4.07029583125015e-17 |
| 57 | 1 | 1.53190803064265e-16 | 7.65954015321327e-17 |
| 58 | 1 | 6.1456803048728e-17 | 3.0728401524364e-17 |
| 59 | 1 | 1.32414715066982e-16 | 6.62073575334911e-17 |
| 60 | 1 | 2.84232295974783e-16 | 1.42116147987392e-16 |
| 61 | 1 | 4.9717621413202e-16 | 2.4858810706601e-16 |
| 62 | 0.999999999999999 | 1.06991149147006e-15 | 5.3495574573503e-16 |
| 63 | 0.999999999999999 | 2.02840242930519e-15 | 1.01420121465259e-15 |
| 64 | 0.999999999999998 | 4.05138893153001e-15 | 2.025694465765e-15 |
| 65 | 0.999999999999998 | 4.91897952167217e-15 | 2.45948976083608e-15 |
| 66 | 0.999999999999998 | 3.00596740768326e-15 | 1.50298370384163e-15 |
| 67 | 0.999999999999998 | 4.6093931033194e-15 | 2.3046965516597e-15 |
| 68 | 0.999999999999996 | 8.82472869147679e-15 | 4.4123643457384e-15 |
| 69 | 0.999999999999999 | 2.9236991734675e-15 | 1.46184958673375e-15 |
| 70 | 1 | 7.83069553652749e-16 | 3.91534776826375e-16 |
| 71 | 0.999999999999999 | 1.05362286921188e-15 | 5.26811434605942e-16 |
| 72 | 0.999999999999999 | 1.11984512726932e-15 | 5.59922563634662e-16 |
| 73 | 0.999999999999999 | 1.98742835897669e-15 | 9.93714179488345e-16 |
| 74 | 0.999999999999998 | 3.86625820250501e-15 | 1.93312910125251e-15 |
| 75 | 0.999999999999996 | 7.75718083501845e-15 | 3.87859041750922e-15 |
| 76 | 0.999999999999994 | 1.11283943427872e-14 | 5.56419717139362e-15 |
| 77 | 0.999999999999998 | 3.02049478619819e-15 | 1.51024739309909e-15 |
| 78 | 0.999999999999998 | 4.6030640534126e-15 | 2.3015320267063e-15 |
| 79 | 0.999999999999996 | 7.36390558491366e-15 | 3.68195279245683e-15 |
| 80 | 0.999999999999996 | 8.19058050905409e-15 | 4.09529025452705e-15 |
| 81 | 0.999999999999992 | 1.61934803312315e-14 | 8.09674016561574e-15 |
| 82 | 0.999999999999987 | 2.59093096547218e-14 | 1.29546548273609e-14 |
| 83 | 0.999999999999976 | 4.79772785118336e-14 | 2.39886392559168e-14 |
| 84 | 0.999999999999954 | 9.14416950380173e-14 | 4.57208475190087e-14 |
| 85 | 0.999999999999913 | 1.74331271070311e-13 | 8.71656355351553e-14 |
| 86 | 0.999999999999858 | 2.83405072482026e-13 | 1.41702536241013e-13 |
| 87 | 0.999999999999756 | 4.88129392641055e-13 | 2.44064696320528e-13 |
| 88 | 0.9999999999996 | 7.9958008268057e-13 | 3.99790041340285e-13 |
| 89 | 0.999999999999405 | 1.18909622943881e-12 | 5.94548114719407e-13 |
| 90 | 0.99999999999923 | 1.5398563564872e-12 | 7.69928178243602e-13 |
| 91 | 1 | 2.05701784369831e-29 | 1.02850892184915e-29 |
| 92 | 1 | 4.14699619670175e-29 | 2.07349809835087e-29 |
| 93 | 1 | 6.89691940181503e-29 | 3.44845970090752e-29 |
| 94 | 1 | 1.7966582099242e-28 | 8.98329104962102e-29 |
| 95 | 1 | 3.88453307179903e-28 | 1.94226653589952e-28 |
| 96 | 1 | 6.88556354819709e-28 | 3.44278177409854e-28 |
| 97 | 1 | 7.13717069904381e-29 | 3.56858534952191e-29 |
| 98 | 1 | 1.90549171251436e-28 | 9.52745856257182e-29 |
| 99 | 1 | 3.56339229730966e-28 | 1.78169614865483e-28 |
| 100 | 1 | 7.86700225626895e-28 | 3.93350112813448e-28 |
| 101 | 1 | 1.9800885231632e-27 | 9.900442615816e-28 |
| 102 | 1 | 3.87003617484301e-27 | 1.9350180874215e-27 |
| 103 | 1 | 7.25943032187325e-27 | 3.62971516093662e-27 |
| 104 | 1 | 1.49581246484997e-26 | 7.47906232424985e-27 |
| 105 | 1 | 1.16938656613287e-26 | 5.84693283066437e-27 |
| 106 | 1 | 2.72039107057261e-26 | 1.36019553528631e-26 |
| 107 | 1 | 5.82141507822552e-26 | 2.91070753911276e-26 |
| 108 | 1 | 1.40738548065558e-25 | 7.03692740327789e-26 |
| 109 | 1 | 2.29668322994236e-25 | 1.14834161497118e-25 |
| 110 | 1 | 4.84658403876926e-25 | 2.42329201938463e-25 |
| 111 | 1 | 1.16629762050478e-24 | 5.83148810252391e-25 |
| 112 | 1 | 2.19234435510247e-24 | 1.09617217755124e-24 |
| 113 | 1 | 5.24743491767819e-24 | 2.62371745883909e-24 |
| 114 | 1 | 1.18488660836224e-23 | 5.9244330418112e-24 |
| 115 | 1 | 2.10445561309523e-23 | 1.05222780654762e-23 |
| 116 | 1 | 4.38083002792704e-23 | 2.19041501396352e-23 |
| 117 | 1 | 9.61330312939188e-23 | 4.80665156469594e-23 |
| 118 | 1 | 1.56535549271746e-22 | 7.8267774635873e-23 |
| 119 | 1 | 2.08611108297181e-22 | 1.0430555414859e-22 |
| 120 | 1 | 6.23798259655316e-26 | 3.11899129827658e-26 |
| 121 | 1 | 1.33151926127681e-25 | 6.65759630638407e-26 |
| 122 | 1 | 7.18357269183166e-26 | 3.59178634591583e-26 |
| 123 | 1 | 1.03835863053623e-25 | 5.19179315268115e-26 |
| 124 | 1 | 1.12653293568651e-25 | 5.63266467843254e-26 |
| 125 | 1 | 2.73988765401122e-25 | 1.36994382700561e-25 |
| 126 | 1 | 6.57673267824797e-25 | 3.28836633912399e-25 |
| 127 | 1 | 1.62232179245738e-24 | 8.1116089622869e-25 |
| 128 | 1 | 1.72447739447988e-24 | 8.62238697239941e-25 |
| 129 | 1 | 2.97232130511929e-24 | 1.48616065255965e-24 |
| 130 | 1 | 4.69487520968117e-24 | 2.34743760484058e-24 |
| 131 | 1 | 1.02160362741589e-23 | 5.10801813707944e-24 |
| 132 | 1 | 2.33877041272872e-23 | 1.16938520636436e-23 |
| 133 | 1 | 4.3549654492499e-24 | 2.17748272462495e-24 |
| 134 | 1 | 4.3987767926383e-24 | 2.19938839631915e-24 |
| 135 | 1 | 9.75595451992544e-24 | 4.87797725996272e-24 |
| 136 | 1 | 2.19428348274564e-23 | 1.09714174137282e-23 |
| 137 | 1 | 5.28362868463678e-23 | 2.64181434231839e-23 |
| 138 | 1 | 9.89050311338915e-23 | 4.94525155669458e-23 |
| 139 | 1 | 1.93269626246236e-23 | 9.6634813123118e-24 |
| 140 | 1 | 1.99777152673398e-23 | 9.98885763366991e-24 |
| 141 | 1 | 3.80198343376333e-23 | 1.90099171688167e-23 |
| 142 | 1 | 7.42547610833671e-23 | 3.71273805416835e-23 |
| 143 | 1 | 9.01881570089143e-23 | 4.50940785044572e-23 |
| 144 | 1 | 2.17955590581141e-22 | 1.0897779529057e-22 |
| 145 | 1 | 5.05836097814641e-22 | 2.52918048907321e-22 |
| 146 | 1 | 5.50880553972999e-23 | 2.754402769865e-23 |
| 147 | 1 | 1.06104331552014e-22 | 5.30521657760072e-23 |
| 148 | 1 | 1.70237187509956e-22 | 8.5118593754978e-23 |
| 149 | 1 | 2.8885724524911e-22 | 1.44428622624555e-22 |
| 150 | 1 | 6.47885722661722e-22 | 3.23942861330861e-22 |
| 151 | 1 | 1.46129585711258e-21 | 7.30647928556288e-22 |
| 152 | 1 | 1.84554476537606e-21 | 9.22772382688031e-22 |
| 153 | 1 | 4.36301314948366e-21 | 2.18150657474183e-21 |
| 154 | 1 | 5.86167897197259e-21 | 2.9308394859863e-21 |
| 155 | 1 | 8.78677935917229e-21 | 4.39338967958614e-21 |
| 156 | 1 | 2.09242536926606e-20 | 1.04621268463303e-20 |
| 157 | 1 | 3.7025092183037e-20 | 1.85125460915185e-20 |
| 158 | 1 | 8.10538243502721e-20 | 4.0526912175136e-20 |
| 159 | 1 | 1.74364271773377e-19 | 8.71821358866885e-20 |
| 160 | 1 | 3.79859666146456e-19 | 1.89929833073228e-19 |
| 161 | 1 | 7.13573905542782e-19 | 3.56786952771391e-19 |
| 162 | 1 | 1.62244977756927e-18 | 8.11224888784635e-19 |
| 163 | 1 | 2.25251080674361e-18 | 1.12625540337181e-18 |
| 164 | 1 | 2.11468113560554e-18 | 1.05734056780277e-18 |
| 165 | 1 | 1.14530763491446e-18 | 5.7265381745723e-19 |
| 166 | 1 | 2.5891956468539e-18 | 1.29459782342695e-18 |
| 167 | 1 | 2.95414468154089e-18 | 1.47707234077045e-18 |
| 168 | 1 | 4.10676826399633e-18 | 2.05338413199817e-18 |
| 169 | 1 | 9.09790253542749e-18 | 4.54895126771375e-18 |
| 170 | 1 | 1.8649821258733e-17 | 9.32491062936648e-18 |
| 171 | 1 | 3.8116997361699e-17 | 1.90584986808495e-17 |
| 172 | 1 | 7.69018985784246e-17 | 3.84509492892123e-17 |
| 173 | 1 | 1.26272088562001e-16 | 6.31360442810006e-17 |
| 174 | 1 | 2.72550157516811e-16 | 1.36275078758406e-16 |
| 175 | 1 | 3.3025029780716e-16 | 1.6512514890358e-16 |
| 176 | 1 | 6.62393092617589e-16 | 3.31196546308794e-16 |
| 177 | 1 | 6.35115195181486e-16 | 3.17557597590743e-16 |
| 178 | 0.999999999999999 | 1.04683033496188e-15 | 5.23415167480938e-16 |
| 179 | 0.999999999999999 | 1.35022840233292e-15 | 6.7511420116646e-16 |
| 180 | 0.999999999999999 | 1.26060608821273e-15 | 6.30303044106363e-16 |
| 181 | 0.999999999999999 | 2.73600966628932e-15 | 1.36800483314466e-15 |
| 182 | 0.999999999999997 | 5.19289084569671e-15 | 2.59644542284835e-15 |
| 183 | 0.999999999999994 | 1.13139829792141e-14 | 5.65699148960704e-15 |
| 184 | 0.999999999999995 | 9.18740912294172e-15 | 4.59370456147086e-15 |
| 185 | 0.999999999999993 | 1.35353420996956e-14 | 6.76767104984782e-15 |
| 186 | 0.999999999999985 | 2.93745586366514e-14 | 1.46872793183257e-14 |
| 187 | 0.999999999999985 | 3.03476782670436e-14 | 1.51738391335218e-14 |
| 188 | 0.999999999999967 | 6.53889520658113e-14 | 3.26944760329057e-14 |
| 189 | 0.999999999999938 | 1.23001004958475e-13 | 6.15005024792377e-14 |
| 190 | 0.999999999999981 | 3.85979082453007e-14 | 1.92989541226504e-14 |
| 191 | 0.999999999999993 | 1.48570135132832e-14 | 7.42850675664158e-15 |
| 192 | 0.999999999999987 | 2.69526986974333e-14 | 1.34763493487167e-14 |
| 193 | 0.999999999999971 | 5.76271277607931e-14 | 2.88135638803965e-14 |
| 194 | 0.999999999999987 | 2.58137139882446e-14 | 1.29068569941223e-14 |
| 195 | 0.999999999999981 | 3.74990927274132e-14 | 1.87495463637066e-14 |
| 196 | 0.999999999999962 | 7.5408640324385e-14 | 3.77043201621925e-14 |
| 197 | 0.999999999999946 | 1.08539751256613e-13 | 5.42698756283065e-14 |
| 198 | 0.999999999999894 | 2.12520979725091e-13 | 1.06260489862545e-13 |
| 199 | 0.999999999999786 | 4.28691138769004e-13 | 2.14345569384502e-13 |
| 200 | 0.999999999999595 | 8.09289283277734e-13 | 4.04644641638867e-13 |
| 201 | 0.999999999999133 | 1.73364463194033e-12 | 8.66822315970166e-13 |
| 202 | 0.999999999999999 | 2.64614515167667e-15 | 1.32307257583833e-15 |
| 203 | 0.999999999999998 | 4.97779819885692e-15 | 2.48889909942846e-15 |
| 204 | 0.999999999999995 | 9.26868862159428e-15 | 4.63434431079714e-15 |
| 205 | 0.999999999999991 | 1.87821639294998e-14 | 9.3910819647499e-15 |
| 206 | 0.999999999999979 | 4.13762680383332e-14 | 2.06881340191666e-14 |
| 207 | 0.999999999999953 | 9.29659465479596e-14 | 4.64829732739798e-14 |
| 208 | 0.999999999999894 | 2.12549808045372e-13 | 1.06274904022686e-13 |
| 209 | 0.999999999999785 | 4.29340928937332e-13 | 2.14670464468666e-13 |
| 210 | 0.999999999999708 | 5.84172835626713e-13 | 2.92086417813357e-13 |
| 211 | 0.999999999999337 | 1.32579562570101e-12 | 6.62897812850503e-13 |
| 212 | 0.999999999998516 | 2.96872461138263e-12 | 1.48436230569131e-12 |
| 213 | 0.999999999996754 | 6.49114325186248e-12 | 3.24557162593124e-12 |
| 214 | 0.999999999994811 | 1.03779195403804e-11 | 5.18895977019022e-12 |
| 215 | 0.999999999990069 | 1.98623295171749e-11 | 9.93116475858743e-12 |
| 216 | 0.999999999985239 | 2.95211927794448e-11 | 1.47605963897224e-11 |
| 217 | 0.999999999974184 | 5.16314213146684e-11 | 2.58157106573342e-11 |
| 218 | 0.999999999947959 | 1.04082563245632e-10 | 5.20412816228158e-11 |
| 219 | 0.999999999890713 | 2.18573768695689e-10 | 1.09286884347844e-10 |
| 220 | 0.999999999769539 | 4.60922948782761e-10 | 2.30461474391381e-10 |
| 221 | 0.999999999516218 | 9.67563154369312e-10 | 4.83781577184656e-10 |
| 222 | 0.999999999235295 | 1.5294104366347e-09 | 7.64705218317349e-10 |
| 223 | 0.999999998475948 | 3.0481034916578e-09 | 1.5240517458289e-09 |
| 224 | 0.99999999741446 | 5.17107962553945e-09 | 2.58553981276973e-09 |
| 225 | 0.999999996214717 | 7.57056619800344e-09 | 3.78528309900172e-09 |
| 226 | 0.999999993061435 | 1.38771295439852e-08 | 6.93856477199259e-09 |
| 227 | 0.999999986299392 | 2.74012154002919e-08 | 1.3700607700146e-08 |
| 228 | 0.999999980311216 | 3.93775681815219e-08 | 1.9688784090761e-08 |
| 229 | 0.99999999948303 | 1.03393930768075e-09 | 5.16969653840376e-10 |
| 230 | 0.999999999142044 | 1.71591187735918e-09 | 8.5795593867959e-10 |
| 231 | 0.99999999830032 | 3.39935935889417e-09 | 1.69967967944709e-09 |
| 232 | 0.999999996296245 | 7.4075106046757e-09 | 3.70375530233785e-09 |
| 233 | 0.999999993117721 | 1.37645579002575e-08 | 6.88227895012877e-09 |
| 234 | 0.999999992866118 | 1.42677633285231e-08 | 7.13388166426154e-09 |
| 235 | 0.999999989607403 | 2.07851947761058e-08 | 1.03925973880529e-08 |
| 236 | 0.999999977697191 | 4.46056172861904e-08 | 2.23028086430952e-08 |
| 237 | 0.999999978334723 | 4.33305537494346e-08 | 2.16652768747173e-08 |
| 238 | 0.999999964500414 | 7.09991712002508e-08 | 3.54995856001254e-08 |
| 239 | 0.99999992938671 | 1.412265797071e-07 | 7.06132898535502e-08 |
| 240 | 0.999999880373637 | 2.39252725982962e-07 | 1.19626362991481e-07 |
| 241 | 0.999999782993893 | 4.34012213432627e-07 | 2.17006106716314e-07 |
| 242 | 0.99999967157586 | 6.56848279708157e-07 | 3.28424139854078e-07 |
| 243 | 0.999999509550642 | 9.80898716595604e-07 | 4.90449358297802e-07 |
| 244 | 0.999999390955238 | 1.21808952357888e-06 | 6.0904476178944e-07 |
| 245 | 0.999999070286032 | 1.85942793602912e-06 | 9.2971396801456e-07 |
| 246 | 0.999998803194187 | 2.39361162578872e-06 | 1.19680581289436e-06 |
| 247 | 0.999997622980715 | 4.75403857011713e-06 | 2.37701928505856e-06 |
| 248 | 0.999996303944502 | 7.39211099596882e-06 | 3.69605549798441e-06 |
| 249 | 0.999993145857035 | 1.37082859301141e-05 | 6.85414296505707e-06 |
| 250 | 0.99998789819981 | 2.42036003802061e-05 | 1.21018001901031e-05 |
| 251 | 0.999979612036387 | 4.07759272250794e-05 | 2.03879636125397e-05 |
| 252 | 0.999960217636712 | 7.95647265752922e-05 | 3.97823632876461e-05 |
| 253 | 0.999925102368577 | 0.000149795262846422 | 7.48976314232109e-05 |
| 254 | 0.999881862819696 | 0.000236274360607405 | 0.000118137180303703 |
| 255 | 0.999775205428994 | 0.000449589142012886 | 0.000224794571006443 |
| 256 | 0.999627269042348 | 0.000745461915303129 | 0.000372730957651564 |
| 257 | 0.999628877082197 | 0.000742245835606795 | 0.000371122917803398 |
| 258 | 0.999336597349056 | 0.00132680530188719 | 0.000663402650943594 |
| 259 | 0.99886433553357 | 0.00227132893285958 | 0.00113566446642979 |
| 260 | 0.998359145368004 | 0.00328170926399195 | 0.00164085463199598 |
| 261 | 0.997610684683387 | 0.00477863063322548 | 0.00238931531661274 |
| 262 | 0.996586731298666 | 0.00682653740266709 | 0.00341326870133354 |
| 263 | 0.995463370682782 | 0.00907325863443546 | 0.00453662931721773 |
| 264 | 0.992919630507617 | 0.0141607389847657 | 0.00708036949238283 |
| 265 | 0.990173771895987 | 0.0196524562080267 | 0.00982622810401337 |
| 266 | 0.986056980210484 | 0.0278860395790315 | 0.0139430197895158 |
| 267 | 0.98698860415874 | 0.0260227916825192 | 0.0130113958412596 |
| 268 | 0.978651720535868 | 0.0426965589282633 | 0.0213482794641317 |
| 269 | 0.964082725363188 | 0.0718345492736235 | 0.0359172746368117 |
| 270 | 0.996950058620816 | 0.00609988275836764 | 0.00304994137918382 |
| 271 | 0.995043834983333 | 0.00991233003333327 | 0.00495616501666664 |
| 272 | 0.991846079590528 | 0.0163078408189439 | 0.00815392040947196 |
| 273 | 0.9903282497797 | 0.0193435004405994 | 0.00967175022029968 |
| 274 | 0.97884029501055 | 0.0423194099789004 | 0.0211597049894502 |
| 275 | 0.979767079959287 | 0.0404658400814265 | 0.0202329200407132 |
| 276 | 0.972309888467029 | 0.0553802230659426 | 0.0276901115329713 |
| 277 | 0.94731908858826 | 0.10536182282348 | 0.0526809114117399 |
| 278 | 0.890179141675722 | 0.219641716648556 | 0.109820858324278 |
| 279 | 0.770671344831667 | 0.458657310336666 | 0.229328655168333 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 227 | 0.840740740740741 | NOK |
| 5% type I error level | 241 | 0.892592592592593 | NOK |
| 10% type I error level | 245 | 0.907407407407407 | NOK |
