| Multiple Linear Regression - Estimated Regression Equation |
| blogged_computations[t] = -0.486855081867207 + 7.84113051492784e-05totsize[t] + 0.0136967037928229pageviews[t] + 5.61702494938571e-05time_in_rfc[t] -0.148137916968729logins[t] + 0.434166191003772tothyperlinks[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) | -0.486855081867207 | 2.355312 | -0.2067 | 0.836419 | 0.41821 |
| totsize | 7.84113051492784e-05 | 4.3e-05 | 1.8252 | 0.069248 | 0.034624 |
| pageviews | 0.0136967037928229 | 0.003371 | 4.0635 | 6.6e-05 | 3.3e-05 |
| time_in_rfc | 5.61702494938571e-05 | 3.5e-05 | 1.6186 | 0.106877 | 0.053438 |
| logins | -0.148137916968729 | 0.045064 | -3.2873 | 0.001166 | 0.000583 |
| tothyperlinks | 0.434166191003772 | 0.039802 | 10.9083 | 0 | 0 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.904990853677626 |
| R-squared | 0.819008445240159 |
| Adjusted R-squared | 0.815157561096332 |
| F-TEST (value) | 212.680624669834 |
| F-TEST (DF numerator) | 5 |
| F-TEST (DF denominator) | 235 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 16.2540871493014 |
| Sum Squared Residuals | 62085.9070284146 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 79 | 93.8103912593377 | -14.8103912593377 |
| 2 | 58 | 61.2827448798881 | -3.28274487988812 |
| 3 | 121 | 125.853291187068 | -4.85329118706768 |
| 4 | 43 | 68.6290672440803 | -25.6290672440803 |
| 5 | 102 | 104.054126835312 | -2.05412683531186 |
| 6 | 82 | 82.9670565215811 | -0.967056521581078 |
| 7 | 101 | 91.0303523002708 | 9.96964769972916 |
| 8 | 50 | 56.8153678709716 | -6.81536787097159 |
| 9 | 81 | 84.8589989168846 | -3.85899891688458 |
| 10 | 94 | 86.3104571714207 | 7.68954282857935 |
| 11 | 44 | 83.3299971549293 | -39.3299971549293 |
| 12 | 107 | 122.166072979003 | -15.1660729790028 |
| 13 | 33 | 33.1315357045045 | -0.131535704504465 |
| 14 | 42 | 40.4456097705578 | 1.55439022944217 |
| 15 | 56 | 57.2108109557443 | -1.21081095574428 |
| 16 | 59 | 56.4090572240575 | 2.59094277594246 |
| 17 | 91 | 86.7406863036223 | 4.25931369637775 |
| 18 | 27 | 27.3466659472059 | -0.346665947205908 |
| 19 | 105 | 126.908764877021 | -21.9087648770206 |
| 20 | 67 | 71.5188623914301 | -4.51886239143008 |
| 21 | 114 | 95.3504447842116 | 18.6495552157884 |
| 22 | 69 | 77.097963865809 | -8.09796386580903 |
| 23 | 105 | 77.8091076670197 | 27.1908923329803 |
| 24 | 88 | 92.9346566741757 | -4.93465667417574 |
| 25 | 67 | 61.456857650961 | 5.54314234903903 |
| 26 | 124 | 109.328186793162 | 14.6718132068376 |
| 27 | 110 | 105.645145994847 | 4.35485400515349 |
| 28 | 130 | 165.362975565093 | -35.3629755650927 |
| 29 | 93 | 71.9088421138512 | 21.0911578861488 |
| 30 | 39 | 30.4598600359208 | 8.54013996407918 |
| 31 | 28 | 49.0767778930616 | -21.0767778930616 |
| 32 | 28 | 27.2910711067037 | 0.708928893296261 |
| 33 | 44 | 40.7431233953359 | 3.25687660466409 |
| 34 | 116 | 129.235209693833 | -13.2352096938328 |
| 35 | 12 | 20.3592921009184 | -8.35929210091841 |
| 36 | 18 | 22.6522121489388 | -4.65221214893877 |
| 37 | 32 | 37.0692649586996 | -5.06926495869963 |
| 38 | 25 | 55.8294062956478 | -30.8294062956478 |
| 39 | 129 | 121.820299459082 | 7.17970054091829 |
| 40 | 59 | 57.7005667422496 | 1.29943325775037 |
| 41 | 36 | 39.5586779881377 | -3.55867798813766 |
| 42 | 113 | 114.940397138934 | -1.9403971389342 |
| 43 | 47 | 52.6834205727633 | -5.68342057276333 |
| 44 | 92 | 81.7504059940205 | 10.2495940059795 |
| 45 | 50 | 39.4805073395137 | 10.5194926604863 |
| 46 | 111 | 116.622326484113 | -5.62232648411333 |
| 47 | 120 | 102.099296130407 | 17.9007038695934 |
| 48 | 131 | 108.550347952177 | 22.4496520478229 |
| 49 | 45 | 35.5671096112314 | 9.4328903887686 |
| 50 | 58 | 25.3886664455094 | 32.6113335544906 |
| 51 | 0 | 6.8171143543961 | -6.8171143543961 |
| 52 | 21 | 21.6531383193512 | -0.653138319351249 |
| 53 | 50 | 45.2469112645304 | 4.75308873546963 |
| 54 | 12 | 25.4432327224602 | -13.4432327224602 |
| 55 | 21 | 25.8090838331963 | -4.80908383319627 |
| 56 | 8 | 8.04434844174924 | -0.0443484417492351 |
| 57 | 37 | 29.9447262627441 | 7.05527373725594 |
| 58 | 29 | 26.9852666993426 | 2.01473330065738 |
| 59 | 32 | 29.3755363581152 | 2.6244636418848 |
| 60 | 35 | 35.6378012006632 | -0.637801200663211 |
| 61 | 17 | 27.6484585114753 | -10.6484585114753 |
| 62 | 60 | 71.4502222387953 | -11.4502222387953 |
| 63 | 69 | 62.879824366378 | 6.12017563362199 |
| 64 | 78 | 86.1871351852478 | -8.18713518524779 |
| 65 | 44 | 48.2307312964838 | -4.23073129648382 |
| 66 | 158 | 118.733868688949 | 39.2661313110509 |
| 67 | 77 | 72.1266929266091 | 4.87330707339089 |
| 68 | 80 | 95.4206746069918 | -15.4206746069918 |
| 69 | 123 | 88.967560883465 | 34.032439116535 |
| 70 | 73 | 69.4668382552795 | 3.53316174472048 |
| 71 | 105 | 78.4534175746117 | 26.5465824253883 |
| 72 | 47 | 44.0586531748211 | 2.94134682517889 |
| 73 | 84 | 87.4607638106848 | -3.46076381068484 |
| 74 | 0 | 0.0570442327248078 | -0.0570442327248078 |
| 75 | 96 | 88.6475351359884 | 7.35246486401161 |
| 76 | 57 | 64.0744176834883 | -7.07441768348826 |
| 77 | 39 | 45.5502604193663 | -6.55026041936634 |
| 78 | 76 | 98.6606170074392 | -22.6606170074392 |
| 79 | 76 | 68.8648984915561 | 7.13510150844385 |
| 80 | 8 | 7.6157565895455 | 0.384243410454502 |
| 81 | 79 | 83.8327533838049 | -4.83275338380493 |
| 82 | 101 | 103.251299537683 | -2.25129953768324 |
| 83 | 94 | 125.858076154151 | -31.8580761541509 |
| 84 | 123 | 112.220352562211 | 10.7796474377895 |
| 85 | 41 | 72.8271169156061 | -31.8271169156061 |
| 86 | 72 | 65.6091086312664 | 6.39089136873361 |
| 87 | 75 | 74.9872233948786 | 0.012776605121417 |
| 88 | 22 | 24.1979365023539 | -2.19793650235388 |
| 89 | 73 | 58.4882131823597 | 14.5117868176403 |
| 90 | 62 | 58.3428922275691 | 3.65710777243093 |
| 91 | 118 | 107.176973131493 | 10.8230268685073 |
| 92 | 100 | 90.9273613846042 | 9.07263861539585 |
| 93 | 24 | 35.3735032204461 | -11.3735032204461 |
| 94 | 46 | 35.5327192255404 | 10.4672807744596 |
| 95 | 57 | 71.9732514586826 | -14.9732514586826 |
| 96 | 135 | 104.327436954195 | 30.6725630458053 |
| 97 | 33 | 51.9275970426602 | -18.9275970426602 |
| 98 | 98 | 82.6930233429118 | 15.3069766570882 |
| 99 | 58 | 92.0350356142966 | -34.0350356142967 |
| 100 | 68 | 75.2452142115851 | -7.24521421158513 |
| 101 | 131 | 120.388871187544 | 10.6111288124557 |
| 102 | 37 | 36.2212929350282 | 0.778707064971827 |
| 103 | 118 | 118.103874311664 | -0.103874311664067 |
| 104 | 81 | 97.2665070863572 | -16.2665070863572 |
| 105 | 51 | 62.3362167017388 | -11.3362167017389 |
| 106 | 40 | 37.1543510541456 | 2.84564894585444 |
| 107 | 56 | 52.4950822285589 | 3.5049177714411 |
| 108 | 27 | 20.8910866278053 | 6.10891337219467 |
| 109 | 83 | 48.2790494921787 | 34.7209505078213 |
| 110 | 59 | 54.6344092237666 | 4.36559077623344 |
| 111 | 133 | 93.6874682828074 | 39.3125317171926 |
| 112 | 12 | 9.54302261978521 | 2.45697738021479 |
| 113 | 106 | 69.4238718600763 | 36.5761281399237 |
| 114 | 71 | 75.1589770596686 | -4.1589770596686 |
| 115 | 4 | 5.42987747721699 | -1.42987747721699 |
| 116 | 62 | 75.1786172542513 | -13.1786172542513 |
| 117 | 14 | 13.3123621810911 | 0.687637818908941 |
| 118 | 60 | 59.3574085849214 | 0.642591415078636 |
| 119 | 98 | 88.1863526432606 | 9.81364735673939 |
| 120 | 100 | 99.411794741752 | 0.588205258247971 |
| 121 | 45 | 35.9364058887117 | 9.06359411128833 |
| 122 | 136 | 157.453449263361 | -21.4534492633609 |
| 123 | 63 | 54.1784057173938 | 8.82159428260622 |
| 124 | 14 | 28.0520229075547 | -14.0520229075547 |
| 125 | 41 | 58.3502218045013 | -17.3502218045013 |
| 126 | 91 | 100.667903602187 | -9.6679036021869 |
| 127 | 41 | 37.6518450320124 | 3.34815496798761 |
| 128 | 25 | 23.9263693579372 | 1.0736306420628 |
| 129 | 29 | 30.4259575896842 | -1.42595758968422 |
| 130 | 47 | 68.6117569299487 | -21.6117569299487 |
| 131 | 37 | 32.2310133508168 | 4.76898664918324 |
| 132 | 26 | 33.4583470804312 | -7.45834708043115 |
| 133 | 38 | 20.4727387342067 | 17.5272612657933 |
| 134 | 23 | 35.2376000988917 | -12.2376000988917 |
| 135 | 30 | 30.3175819805205 | -0.317581980520529 |
| 136 | 18 | 33.2519319157189 | -15.2519319157189 |
| 137 | 28 | 47.9214107175318 | -19.9214107175318 |
| 138 | 12 | 18.6478469409564 | -6.64784694095637 |
| 139 | 27 | 39.8137058477638 | -12.8137058477638 |
| 140 | 41 | 40.3547446136327 | 0.645255386367324 |
| 141 | 26 | 19.9144351120191 | 6.08556488798088 |
| 142 | 27 | 21.2931506583878 | 5.70684934161217 |
| 143 | 10 | 7.54188304371554 | 2.45811695628446 |
| 144 | 10 | 14.7024005352555 | -4.70240053525546 |
| 145 | 17 | 27.0130203781099 | -10.0130203781099 |
| 146 | 108 | 92.6977272428954 | 15.3022727571046 |
| 147 | 49 | 42.3397642686794 | 6.66023573132058 |
| 148 | 0 | 27.4179963268878 | -27.4179963268878 |
| 149 | 1 | 7.75046428710267 | -6.75046428710267 |
| 150 | 20 | 25.7169751983152 | -5.71697519831515 |
| 151 | 86 | 57.9131417117449 | 28.0868582882551 |
| 152 | 104 | 98.3040121450587 | 5.69598785494128 |
| 153 | 63 | 60.9659356760292 | 2.03406432397085 |
| 154 | 115 | 101.77796035702 | 13.2220396429797 |
| 155 | 83 | 74.1135041692638 | 8.88649583073623 |
| 156 | 105 | 86.1534334307478 | 18.8465665692522 |
| 157 | 114 | 88.9580447789799 | 25.0419552210201 |
| 158 | 38 | 27.2883993318113 | 10.7116006681887 |
| 159 | 30 | 28.8624526251678 | 1.13754737483217 |
| 160 | 71 | 63.5460212652906 | 7.45397873470936 |
| 161 | 59 | 60.497006763539 | -1.49700676353902 |
| 162 | 106 | 93.4436667605719 | 12.5563332394281 |
| 163 | 34 | 48.7433243969413 | -14.7433243969413 |
| 164 | 20 | 21.9987143901437 | -1.99871439014374 |
| 165 | 115 | 125.908018102495 | -10.9080181024947 |
| 166 | 85 | 80.8955342282247 | 4.1044657717753 |
| 167 | 21 | 22.5076995108541 | -1.50769951085406 |
| 168 | 92 | 139.289007905484 | -47.2890079054836 |
| 169 | 75 | 61.363151475576 | 13.636848524424 |
| 170 | 128 | 117.712492204051 | 10.2875077959488 |
| 171 | 55 | 57.3625763982632 | -2.3625763982632 |
| 172 | 56 | 79.954073678377 | -23.954073678377 |
| 173 | 118 | 57.1981604383876 | 60.8018395616124 |
| 174 | 77 | 72.7902553712619 | 4.20974462873812 |
| 175 | 66 | 67.6874643748084 | -1.68746437480843 |
| 176 | 116 | 86.1534029010446 | 29.8465970989554 |
| 177 | 99 | 66.6070730358235 | 32.3929269641765 |
| 178 | 53 | 45.7591318390442 | 7.24086816095579 |
| 179 | 30 | 35.9402811949393 | -5.94028119493931 |
| 180 | 49 | 42.3285896903317 | 6.6714103096683 |
| 181 | 75 | 58.8656866488669 | 16.1343133511331 |
| 182 | 68 | 61.6665589755806 | 6.33344102441935 |
| 183 | 81 | 99.6049609345068 | -18.6049609345068 |
| 184 | 13 | 32.8207093131563 | -19.8207093131563 |
| 185 | 74 | 57.9805360538007 | 16.0194639461993 |
| 186 | 109 | 80.3570432449893 | 28.6429567550107 |
| 187 | 151 | 90.3767353194162 | 60.6232646805838 |
| 188 | 37 | 54.6162002780835 | -17.6162002780835 |
| 189 | 54 | 75.9178560573292 | -21.9178560573292 |
| 190 | 27 | 23.3385548130131 | 3.66144518698695 |
| 191 | 0 | 9.01293176863455 | -9.01293176863455 |
| 192 | 23 | 21.9756103083353 | 1.0243896916647 |
| 193 | 7 | 21.6738539562544 | -14.6738539562544 |
| 194 | 64 | 69.3297015305906 | -5.32970153059061 |
| 195 | 29 | 31.785194680214 | -2.78519468021401 |
| 196 | 16 | 12.0372348458127 | 3.96276515418735 |
| 197 | 48 | 54.0814362640109 | -6.08143626401094 |
| 198 | 46 | 86.0332144797972 | -40.0332144797972 |
| 199 | 130 | 98.2701547221411 | 31.7298452778589 |
| 200 | 25 | 40.4708045329318 | -15.4708045329318 |
| 201 | 32 | 33.913895836684 | -1.91389583668404 |
| 202 | 95 | 130.439981356663 | -35.4399813566634 |
| 203 | 70 | 78.1952527269403 | -8.19525272694033 |
| 204 | 19 | 49.1262879708318 | -30.1262879708318 |
| 205 | 135 | 65.8226444087154 | 69.1773555912846 |
| 206 | 27 | 43.8074688069873 | -16.8074688069873 |
| 207 | 87 | 95.3822170590454 | -8.38221705904544 |
| 208 | 4 | 4.33511430405859 | -0.335114304058585 |
| 209 | 28 | 40.9148691356791 | -12.9148691356791 |
| 210 | 16 | 19.8687883367731 | -3.8687883367731 |
| 211 | 22 | 24.069738800075 | -2.069738800075 |
| 212 | 16 | 21.6155102454425 | -5.61551024544247 |
| 213 | 32 | 20.0262650143628 | 11.9737349856372 |
| 214 | 23 | 31.0381584281924 | -8.03815842819241 |
| 215 | 29 | 35.4233748172224 | -6.42337481722243 |
| 216 | 21 | 29.6353225890206 | -8.63532258902061 |
| 217 | 18 | 22.5167337144245 | -4.51673371442454 |
| 218 | 13 | 8.39487293854935 | 4.60512706145065 |
| 219 | 13 | 11.6104574634505 | 1.38954253654948 |
| 220 | 16 | 10.8668559311206 | 5.13314406887938 |
| 221 | 2 | 7.77963222930107 | -5.77963222930107 |
| 222 | 42 | 30.4053753451698 | 11.5946246548302 |
| 223 | 5 | 8.09007876901183 | -3.09007876901183 |
| 224 | 37 | 27.5197991335684 | 9.48020086643156 |
| 225 | 17 | 22.3004666391314 | -5.30046663913136 |
| 226 | 38 | 31.8625191089176 | 6.13748089108236 |
| 227 | 17 | 38.6942958144546 | -21.6942958144546 |
| 228 | 20 | 19.9045985972952 | 0.0954014027047772 |
| 229 | 7 | 10.4451386076954 | -3.44513860769543 |
| 230 | 46 | 35.1668479522233 | 10.8331520477767 |
| 231 | 24 | 21.1427601479029 | 2.85723985209712 |
| 232 | 40 | 24.7979166861456 | 15.2020833138544 |
| 233 | 3 | 11.9747273416047 | -8.97472734160474 |
| 234 | 37 | 35.8820745145727 | 1.1179254854273 |
| 235 | 28 | 28.9661782594369 | -0.966178259436922 |
| 236 | 19 | 25.4989706907821 | -6.49897069078213 |
| 237 | 29 | 33.7949590485259 | -4.79495904852586 |
| 238 | 8 | 9.6674063421277 | -1.6674063421277 |
| 239 | 15 | 25.5464933736273 | -10.5464933736273 |
| 240 | 15 | 18.6715305486971 | -3.67153054869706 |
| 241 | 28 | 41.9053854021144 | -13.9053854021144 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 9 | 0.241354880821683 | 0.482709761643366 | 0.758645119178317 |
| 10 | 0.378488899971893 | 0.756977799943786 | 0.621511100028107 |
| 11 | 0.713317560421189 | 0.573364879157621 | 0.286682439578811 |
| 12 | 0.601459438371614 | 0.797081123256772 | 0.398540561628386 |
| 13 | 0.505353052685768 | 0.989293894628465 | 0.494646947314232 |
| 14 | 0.51004022283333 | 0.97991955433334 | 0.48995977716667 |
| 15 | 0.407990192921093 | 0.815980385842186 | 0.592009807078907 |
| 16 | 0.31639214902074 | 0.632784298041481 | 0.68360785097926 |
| 17 | 0.311516006240585 | 0.62303201248117 | 0.688483993759415 |
| 18 | 0.235494373667484 | 0.470988747334968 | 0.764505626332516 |
| 19 | 0.186373201493452 | 0.372746402986903 | 0.813626798506549 |
| 20 | 0.134529095350186 | 0.269058190700372 | 0.865470904649814 |
| 21 | 0.282830037640915 | 0.565660075281829 | 0.717169962359085 |
| 22 | 0.223204034201621 | 0.446408068403243 | 0.776795965798379 |
| 23 | 0.393790210388809 | 0.787580420777618 | 0.606209789611191 |
| 24 | 0.326104216023625 | 0.652208432047251 | 0.673895783976375 |
| 25 | 0.285550773375877 | 0.571101546751754 | 0.714449226624123 |
| 26 | 0.279332527001608 | 0.558665054003216 | 0.720667472998392 |
| 27 | 0.254707082576733 | 0.509414165153465 | 0.745292917423267 |
| 28 | 0.368878242184795 | 0.737756484369589 | 0.631121757815205 |
| 29 | 0.430650465769915 | 0.861300931539829 | 0.569349534230085 |
| 30 | 0.375034631223415 | 0.75006926244683 | 0.624965368776585 |
| 31 | 0.352858237045724 | 0.705716474091449 | 0.647141762954276 |
| 32 | 0.300927889250872 | 0.601855778501744 | 0.699072110749128 |
| 33 | 0.250868881231506 | 0.501737762463013 | 0.749131118768493 |
| 34 | 0.227353244295939 | 0.454706488591877 | 0.772646755704061 |
| 35 | 0.201781188256899 | 0.403562376513797 | 0.798218811743101 |
| 36 | 0.173266000872279 | 0.346532001744559 | 0.826733999127721 |
| 37 | 0.141374803871562 | 0.282749607743123 | 0.858625196128438 |
| 38 | 0.199747700699323 | 0.399495401398646 | 0.800252299300677 |
| 39 | 0.180380797512113 | 0.360761595024227 | 0.819619202487887 |
| 40 | 0.147107642605096 | 0.294215285210192 | 0.852892357394904 |
| 41 | 0.123592168870004 | 0.247184337740008 | 0.876407831129996 |
| 42 | 0.098652194073763 | 0.197304388147526 | 0.901347805926237 |
| 43 | 0.0799809822537238 | 0.159961964507448 | 0.920019017746276 |
| 44 | 0.0700212956740973 | 0.140042591348195 | 0.929978704325903 |
| 45 | 0.0569371871461151 | 0.11387437429223 | 0.943062812853885 |
| 46 | 0.0444325021066466 | 0.0888650042132932 | 0.955567497893353 |
| 47 | 0.0546361532133519 | 0.109272306426704 | 0.945363846786648 |
| 48 | 0.096782505600431 | 0.193565011200862 | 0.903217494399569 |
| 49 | 0.079637874834125 | 0.15927574966825 | 0.920362125165875 |
| 50 | 0.156898340188273 | 0.313796680376546 | 0.843101659811727 |
| 51 | 0.142718818947696 | 0.285437637895392 | 0.857281181052304 |
| 52 | 0.117477770162753 | 0.234955540325507 | 0.882522229837247 |
| 53 | 0.0965634392736975 | 0.193126878547395 | 0.903436560726303 |
| 54 | 0.102886634872635 | 0.205773269745269 | 0.897113365127365 |
| 55 | 0.0878821348051341 | 0.175764269610268 | 0.912117865194866 |
| 56 | 0.0707836697363728 | 0.141567339472746 | 0.929216330263627 |
| 57 | 0.058325230260356 | 0.116650460520712 | 0.941674769739644 |
| 58 | 0.0459664353039079 | 0.0919328706078158 | 0.954033564696092 |
| 59 | 0.035935813641473 | 0.0718716272829459 | 0.964064186358527 |
| 60 | 0.027719319390597 | 0.055438638781194 | 0.972280680609403 |
| 61 | 0.0249253409576725 | 0.0498506819153451 | 0.975074659042327 |
| 62 | 0.0214628961954793 | 0.0429257923909586 | 0.978537103804521 |
| 63 | 0.0171438793160344 | 0.0342877586320689 | 0.982856120683966 |
| 64 | 0.0147603767021402 | 0.0295207534042804 | 0.98523962329786 |
| 65 | 0.0113251482033438 | 0.0226502964066876 | 0.988674851796656 |
| 66 | 0.027242612177784 | 0.0544852243555681 | 0.972757387822216 |
| 67 | 0.0211460812182651 | 0.0422921624365302 | 0.978853918781735 |
| 68 | 0.0233418063726986 | 0.0466836127453972 | 0.976658193627301 |
| 69 | 0.0410696872694277 | 0.0821393745388553 | 0.958930312730572 |
| 70 | 0.0328781160424476 | 0.0657562320848951 | 0.967121883957552 |
| 71 | 0.0544079106004329 | 0.108815821200866 | 0.945592089399567 |
| 72 | 0.0437438973568443 | 0.0874877947136887 | 0.956256102643156 |
| 73 | 0.0369523081991519 | 0.0739046163983037 | 0.963047691800848 |
| 74 | 0.0291763995886579 | 0.0583527991773158 | 0.970823600411342 |
| 75 | 0.0234791335146514 | 0.0469582670293029 | 0.976520866485349 |
| 76 | 0.0269613039618383 | 0.0539226079236766 | 0.973038696038162 |
| 77 | 0.0218778420291173 | 0.0437556840582346 | 0.978122157970883 |
| 78 | 0.0354881231958548 | 0.0709762463917096 | 0.964511876804145 |
| 79 | 0.0295127574814654 | 0.0590255149629309 | 0.970487242518535 |
| 80 | 0.0232482720479991 | 0.0464965440959982 | 0.976751727952001 |
| 81 | 0.0212606427988251 | 0.0425212855976503 | 0.978739357201175 |
| 82 | 0.0169953922574161 | 0.0339907845148321 | 0.983004607742584 |
| 83 | 0.0417664512206547 | 0.0835329024413095 | 0.958233548779345 |
| 84 | 0.0367341871883255 | 0.0734683743766509 | 0.963265812811675 |
| 85 | 0.0632401962990407 | 0.126480392598081 | 0.936759803700959 |
| 86 | 0.0532557874956713 | 0.106511574991343 | 0.946744212504329 |
| 87 | 0.0435652581379788 | 0.0871305162759575 | 0.956434741862021 |
| 88 | 0.0353835892820706 | 0.0707671785641412 | 0.964616410717929 |
| 89 | 0.0471201253031528 | 0.0942402506063057 | 0.952879874696847 |
| 90 | 0.0386732543373458 | 0.0773465086746916 | 0.961326745662654 |
| 91 | 0.0357315978516093 | 0.0714631957032186 | 0.964268402148391 |
| 92 | 0.0308341297697511 | 0.0616682595395021 | 0.969165870230249 |
| 93 | 0.0278595266218435 | 0.055719053243687 | 0.972140473378156 |
| 94 | 0.0243392727749674 | 0.0486785455499347 | 0.975660727225033 |
| 95 | 0.0239220079542749 | 0.0478440159085499 | 0.976077992045725 |
| 96 | 0.0423306082809952 | 0.0846612165619904 | 0.957669391719005 |
| 97 | 0.0458938239523248 | 0.0917876479046497 | 0.954106176047675 |
| 98 | 0.045660462679691 | 0.091320925359382 | 0.954339537320309 |
| 99 | 0.0845844513562627 | 0.169168902712525 | 0.915415548643737 |
| 100 | 0.0735397397197963 | 0.147079479439593 | 0.926460260280204 |
| 101 | 0.067680023043648 | 0.135360046087296 | 0.932319976956352 |
| 102 | 0.0560944619118949 | 0.11218892382379 | 0.943905538088105 |
| 103 | 0.0462530392167282 | 0.0925060784334563 | 0.953746960783272 |
| 104 | 0.0496868105095561 | 0.0993736210191122 | 0.950313189490444 |
| 105 | 0.0445701452743186 | 0.0891402905486371 | 0.955429854725681 |
| 106 | 0.0366933628059535 | 0.073386725611907 | 0.963306637194047 |
| 107 | 0.0299924794377804 | 0.0599849588755608 | 0.97000752056222 |
| 108 | 0.0250782515480752 | 0.0501565030961503 | 0.974921748451925 |
| 109 | 0.054478346099719 | 0.108956692199438 | 0.945521653900281 |
| 110 | 0.0454508266430411 | 0.0909016532860822 | 0.954549173356959 |
| 111 | 0.111513130630002 | 0.223026261260005 | 0.888486869369998 |
| 112 | 0.0948844885728829 | 0.189768977145766 | 0.905115511427117 |
| 113 | 0.176141520298571 | 0.352283040597142 | 0.823858479701429 |
| 114 | 0.154795939411484 | 0.309591878822968 | 0.845204060588516 |
| 115 | 0.133754131510687 | 0.267508263021375 | 0.866245868489313 |
| 116 | 0.127788759441789 | 0.255577518883578 | 0.872211240558211 |
| 117 | 0.109610025077728 | 0.219220050155457 | 0.890389974922272 |
| 118 | 0.0934327562502513 | 0.186865512500503 | 0.906567243749749 |
| 119 | 0.0843842743039327 | 0.168768548607865 | 0.915615725696067 |
| 120 | 0.0715816268500561 | 0.143163253700112 | 0.928418373149944 |
| 121 | 0.0636385756734328 | 0.127277151346866 | 0.936361424326567 |
| 122 | 0.0757625673498542 | 0.151525134699708 | 0.924237432650146 |
| 123 | 0.0800498832540244 | 0.160099766508049 | 0.919950116745976 |
| 124 | 0.0779926196275051 | 0.15598523925501 | 0.922007380372495 |
| 125 | 0.0826465874416598 | 0.16529317488332 | 0.91735341255834 |
| 126 | 0.074597353636354 | 0.149194707272708 | 0.925402646363646 |
| 127 | 0.0629079458190704 | 0.125815891638141 | 0.93709205418093 |
| 128 | 0.0521608278201913 | 0.104321655640383 | 0.947839172179809 |
| 129 | 0.0443051481558595 | 0.0886102963117189 | 0.955694851844141 |
| 130 | 0.0518954892230428 | 0.103790978446086 | 0.948104510776957 |
| 131 | 0.0437452190462985 | 0.0874904380925969 | 0.956254780953702 |
| 132 | 0.0374436208546853 | 0.0748872417093706 | 0.962556379145315 |
| 133 | 0.0407347555571617 | 0.0814695111143235 | 0.959265244442838 |
| 134 | 0.0396978261964056 | 0.0793956523928111 | 0.960302173803595 |
| 135 | 0.0323099721194089 | 0.0646199442388178 | 0.967690027880591 |
| 136 | 0.0317422325522729 | 0.0634844651045457 | 0.968257767447727 |
| 137 | 0.0343655257206353 | 0.0687310514412705 | 0.965634474279365 |
| 138 | 0.0288235909999124 | 0.0576471819998249 | 0.971176409000088 |
| 139 | 0.0259366241926462 | 0.0518732483852923 | 0.974063375807354 |
| 140 | 0.0207583030551456 | 0.0415166061102911 | 0.979241696944854 |
| 141 | 0.0170917753429057 | 0.0341835506858113 | 0.982908224657094 |
| 142 | 0.0139157032512725 | 0.0278314065025449 | 0.986084296748728 |
| 143 | 0.0109946101243843 | 0.0219892202487687 | 0.989005389875616 |
| 144 | 0.00873566928758848 | 0.017471338575177 | 0.991264330712411 |
| 145 | 0.00759588587508991 | 0.0151917717501798 | 0.99240411412491 |
| 146 | 0.00834777954423922 | 0.0166955590884784 | 0.991652220455761 |
| 147 | 0.00668275361234344 | 0.0133655072246869 | 0.993317246387657 |
| 148 | 0.0113662921089321 | 0.0227325842178642 | 0.988633707891068 |
| 149 | 0.00930801849660316 | 0.0186160369932063 | 0.990691981503397 |
| 150 | 0.00730233686287374 | 0.0146046737257475 | 0.992697663137126 |
| 151 | 0.013829203446658 | 0.027658406893316 | 0.986170796553342 |
| 152 | 0.0111896146131197 | 0.0223792292262394 | 0.98881038538688 |
| 153 | 0.00871126530463101 | 0.017422530609262 | 0.991288734695369 |
| 154 | 0.00775553320253454 | 0.0155110664050691 | 0.992244466797465 |
| 155 | 0.00631618908562656 | 0.0126323781712531 | 0.993683810914373 |
| 156 | 0.00624955293156598 | 0.012499105863132 | 0.993750447068434 |
| 157 | 0.00830368512260262 | 0.0166073702452052 | 0.991696314877397 |
| 158 | 0.00694973336356902 | 0.013899466727138 | 0.993050266636431 |
| 159 | 0.00528904304316274 | 0.0105780860863255 | 0.994710956956837 |
| 160 | 0.00421221930271588 | 0.00842443860543176 | 0.995787780697284 |
| 161 | 0.00315288513903126 | 0.00630577027806252 | 0.996847114860969 |
| 162 | 0.00260727382147632 | 0.00521454764295265 | 0.997392726178524 |
| 163 | 0.00242473973924897 | 0.00484947947849794 | 0.997575260260751 |
| 164 | 0.00178218305584822 | 0.00356436611169643 | 0.998217816944152 |
| 165 | 0.0016153229637004 | 0.0032306459274008 | 0.9983846770363 |
| 166 | 0.00119340653356311 | 0.00238681306712621 | 0.998806593466437 |
| 167 | 0.000877157046292964 | 0.00175431409258593 | 0.999122842953707 |
| 168 | 0.00377158609724116 | 0.00754317219448233 | 0.996228413902759 |
| 169 | 0.00332459602953173 | 0.00664919205906345 | 0.996675403970468 |
| 170 | 0.0026572750391966 | 0.0053145500783932 | 0.997342724960803 |
| 171 | 0.0019471349684426 | 0.00389426993688519 | 0.998052865031557 |
| 172 | 0.00285766017732744 | 0.00571532035465488 | 0.997142339822673 |
| 173 | 0.0613375283675334 | 0.122675056735067 | 0.938662471632467 |
| 174 | 0.0500270254798381 | 0.100054050959676 | 0.949972974520162 |
| 175 | 0.0406227157862371 | 0.0812454315724743 | 0.959377284213763 |
| 176 | 0.0560326205321919 | 0.112065241064384 | 0.943967379467808 |
| 177 | 0.0980750208612631 | 0.196150041722526 | 0.901924979138737 |
| 178 | 0.083043493714612 | 0.166086987429224 | 0.916956506285388 |
| 179 | 0.0689148941360533 | 0.137829788272107 | 0.931085105863947 |
| 180 | 0.0577342462145256 | 0.115468492429051 | 0.942265753785474 |
| 181 | 0.0579637529542654 | 0.115927505908531 | 0.942036247045735 |
| 182 | 0.0511732261578532 | 0.102346452315706 | 0.948826773842147 |
| 183 | 0.064216198079742 | 0.128432396159484 | 0.935783801920258 |
| 184 | 0.0821827367065395 | 0.164365473413079 | 0.91781726329346 |
| 185 | 0.0918032873515355 | 0.183606574703071 | 0.908196712648464 |
| 186 | 0.116498621585493 | 0.232997243170985 | 0.883501378414507 |
| 187 | 0.778317811237951 | 0.443364377524098 | 0.221682188762049 |
| 188 | 0.760204204938034 | 0.479591590123931 | 0.239795795061966 |
| 189 | 0.763263303902857 | 0.473473392194285 | 0.236736696097143 |
| 190 | 0.739592018345974 | 0.520815963308051 | 0.260407981654026 |
| 191 | 0.706064254922471 | 0.587871490155057 | 0.293935745077529 |
| 192 | 0.664583334833785 | 0.670833330332429 | 0.335416665166215 |
| 193 | 0.630708415399589 | 0.738583169200822 | 0.369291584600411 |
| 194 | 0.592002998208935 | 0.815994003582129 | 0.407997001791065 |
| 195 | 0.543776333787036 | 0.912447332425927 | 0.456223666212964 |
| 196 | 0.506371265523634 | 0.987257468952732 | 0.493628734476366 |
| 197 | 0.475005332075494 | 0.950010664150988 | 0.524994667924506 |
| 198 | 0.849381983173814 | 0.301236033652373 | 0.150618016826187 |
| 199 | 0.944892551822193 | 0.110214896355613 | 0.0551074481778067 |
| 200 | 0.943789890633396 | 0.112420218733207 | 0.0562101093666037 |
| 201 | 0.928995043008884 | 0.142009913982231 | 0.0710049569911156 |
| 202 | 0.923523322569556 | 0.152953354860889 | 0.0764766774304444 |
| 203 | 0.902320216491869 | 0.195359567016262 | 0.0976797835081312 |
| 204 | 0.916836771655287 | 0.166326456689425 | 0.0831632283447126 |
| 205 | 0.999997130834411 | 5.73833117885581e-06 | 2.8691655894279e-06 |
| 206 | 0.999999054814428 | 1.89037114465696e-06 | 9.4518557232848e-07 |
| 207 | 0.999998174890547 | 3.6502189052094e-06 | 1.8251094526047e-06 |
| 208 | 0.999995869634149 | 8.26073170246062e-06 | 4.13036585123031e-06 |
| 209 | 0.999991266806848 | 1.74663863037313e-05 | 8.73319315186567e-06 |
| 210 | 0.999980732343361 | 3.85353132788494e-05 | 1.92676566394247e-05 |
| 211 | 0.999958468540302 | 8.30629193958011e-05 | 4.15314596979005e-05 |
| 212 | 0.999913389756587 | 0.000173220486825287 | 8.66102434126436e-05 |
| 213 | 0.999980977351726 | 3.8045296547443e-05 | 1.90226482737215e-05 |
| 214 | 0.999967565076424 | 6.48698471515707e-05 | 3.24349235757854e-05 |
| 215 | 0.999936082602673 | 0.000127834794654715 | 6.39173973273577e-05 |
| 216 | 0.999882485192358 | 0.000235029615284754 | 0.000117514807642377 |
| 217 | 0.999767807437259 | 0.000464385125482869 | 0.000232192562741435 |
| 218 | 0.999510092601896 | 0.000979814796208168 | 0.000489907398104084 |
| 219 | 0.998943906443931 | 0.0021121871121375 | 0.00105609355606875 |
| 220 | 0.998547562902447 | 0.00290487419510582 | 0.00145243709755291 |
| 221 | 0.996972118992639 | 0.00605576201472286 | 0.00302788100736143 |
| 222 | 0.995697213057945 | 0.008605573884109 | 0.0043027869420545 |
| 223 | 0.991384876255499 | 0.0172302474890028 | 0.00861512374450141 |
| 224 | 0.990707163577765 | 0.018585672844469 | 0.00929283642223452 |
| 225 | 0.986755202193171 | 0.0264895956136586 | 0.0132447978068293 |
| 226 | 0.973551891687823 | 0.0528962166243535 | 0.0264481083121768 |
| 227 | 0.998003360995394 | 0.00399327800921258 | 0.00199663900460629 |
| 228 | 0.994380018438285 | 0.0112399631234309 | 0.00561998156171544 |
| 229 | 0.991073231806452 | 0.0178535363870963 | 0.00892676819354814 |
| 230 | 0.979833375175662 | 0.0403332496486766 | 0.0201666248243383 |
| 231 | 0.95093835769493 | 0.0981232846101398 | 0.0490616423050699 |
| 232 | 0.983359564447438 | 0.0332808711051244 | 0.0166404355525622 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 32 | 0.142857142857143 | NOK |
| 5% type I error level | 73 | 0.325892857142857 | NOK |
| 10% type I error level | 118 | 0.526785714285714 | NOK |
