| Multiple Linear Regression - Estimated Regression Equation |
| lfm[t] = + 34.4159415237755 + 0.535850066716772hours[t] + 0.371708700541685blogs[t] + 38.2253750562312uk[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) | 34.4159415237755 | 4.060482 | 8.4758 | 0 | 0 |
| hours | 0.535850066716772 | 0.116702 | 4.5916 | 7e-06 | 3e-06 |
| blogs | 0.371708700541685 | 0.092204 | 4.0314 | 7.3e-05 | 3.6e-05 |
| uk | 38.2253750562312 | 3.58594 | 10.6598 | 0 | 0 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.706970396705826 |
| R-squared | 0.499807141818393 |
| Adjusted R-squared | 0.494144581159733 |
| F-TEST (value) | 88.2652163829878 |
| F-TEST (DF numerator) | 3 |
| F-TEST (DF denominator) | 265 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 25.4959855203662 |
| Sum Squared Residuals | 172261.998578501 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 122 | 160.008389032786 | -38.0083890327856 |
| 2 | 114 | 165.091595442386 | -51.0915954423856 |
| 3 | 140 | 150.638382089451 | -10.6383820894514 |
| 4 | 143 | 142.6006310887 | 0.399368911300094 |
| 5 | 122 | 134.717458947532 | -12.7174589475324 |
| 6 | 127 | 126.057005943681 | 0.942994056318966 |
| 7 | 113 | 124.777738475881 | -11.7777384758809 |
| 8 | 118 | 132.255338454906 | -14.2553384549061 |
| 9 | 161 | 128.538251449489 | 32.4617485505107 |
| 10 | 134 | 130.396794952198 | 3.60320504780232 |
| 11 | 96 | 135.064866693064 | -39.0648666930645 |
| 12 | 104 | 118.009692436338 | -14.0096924363385 |
| 13 | 135 | 122.885331511572 | 12.1146684884281 |
| 14 | 110 | 117.145559637272 | -7.14555963727156 |
| 15 | 128 | 116.44556820438 | 11.5544317956203 |
| 16 | 142 | 123.508033514672 | 18.4919664853283 |
| 17 | 117 | 116.653135538746 | 0.346864461253699 |
| 18 | 94 | 112.771907167154 | -18.7719071671544 |
| 19 | 135 | 113.351183202063 | 21.6488167979374 |
| 20 | 121 | 121.157065913438 | -0.157065913438029 |
| 21 | 103 | 114.094600603146 | -11.094600603146 |
| 22 | 118 | 135.86127256893 | -17.8612725689303 |
| 23 | 127 | 115.417294039138 | 11.5827059608623 |
| 24 | 116 | 126.568555055388 | -10.5685550553882 |
| 25 | 129 | 118.226822277296 | 10.7731777227039 |
| 26 | 115 | 118.598530977838 | -3.59853097783775 |
| 27 | 135 | 117.855113576754 | 17.1448864232456 |
| 28 | 133 | 110.256798199746 | 22.7432018002544 |
| 29 | 113 | 114.345593905704 | -1.34559390570413 |
| 30 | 111 | 117.526830844404 | -6.52683084440421 |
| 31 | 92 | 116.411704742779 | -24.4117047427792 |
| 32 | 118 | 115.875854676062 | 2.12414532393762 |
| 33 | 134 | 118.106106879313 | 15.8938931206875 |
| 34 | 106 | 116.455130710971 | -10.4551307109707 |
| 35 | 137 | 114.224878507721 | 22.7751214922794 |
| 36 | 100 | 112.366335005012 | -12.3663350050121 |
| 37 | 102 | 106.998271831253 | -4.99827183125346 |
| 38 | 134 | 115.755139278079 | 18.2448607219212 |
| 39 | 130 | 110.015367403778 | 19.9846325962216 |
| 40 | 144 | 110.38707610432 | 33.6129238956799 |
| 41 | 120 | 108.900241302153 | 11.0997586978466 |
| 42 | 91 | 104.439736895653 | -13.4397368956532 |
| 43 | 100 | 105.183154296737 | -5.18315429673654 |
| 44 | 134 | 117.821250115154 | 16.1787498848462 |
| 45 | 161 | 114.683439144645 | 46.3165608553547 |
| 46 | 128 | 107.620973834353 | 20.3790261656468 |
| 47 | 124 | 115.055147845187 | 8.94485215481305 |
| 48 | 115 | 112.081478240853 | 2.91852175914653 |
| 49 | 123 | 112.824895641937 | 10.1751043580632 |
| 50 | 117 | 108.736099935978 | 8.26390006402169 |
| 51 | 111 | 113.940021743562 | -2.94002174356189 |
| 52 | 146 | 107.085123767636 | 38.9148762323635 |
| 53 | 101 | 113.404171676845 | -12.4041716768451 |
| 54 | 131 | 114.147589077929 | 16.8524109220715 |
| 55 | 122 | 108.943667270345 | 13.0563327296551 |
| 56 | 78 | 113.404171676845 | -35.4041716768451 |
| 57 | 120 | 106.177565000378 | 13.822434999622 |
| 58 | 115 | 112.496612909587 | 2.50338709041334 |
| 59 | 142 | 108.987093238536 | 33.0129067614636 |
| 60 | 94 | 107.871967136911 | -13.8719671369114 |
| 61 | 114 | 106.056849602394 | 7.94315039760555 |
| 62 | 108 | 104.198306099686 | 3.80169390031398 |
| 63 | 119 | 101.432203829719 | 17.5677961702809 |
| 64 | 117 | 104.034164733511 | 12.9658352664891 |
| 65 | 86 | 107.751251738928 | -21.7512517389278 |
| 66 | 138 | 108.494669140011 | 29.5053308599888 |
| 67 | 119 | 109.445653875461 | 9.55434612453888 |
| 68 | 117 | 102.383188565169 | 14.6168114348309 |
| 69 | 117 | 103.126605966252 | 13.8733940337475 |
| 70 | 76 | 104.077590701702 | -28.0775907017025 |
| 71 | 119 | 108.166386407661 | 10.833613592339 |
| 72 | 119 | 102.590755899536 | 16.4092441004643 |
| 73 | 124 | 104.656866736611 | 19.3431332633893 |
| 74 | 116 | 97.5944014263187 | 18.4055985736813 |
| 75 | 118 | 102.054905832819 | 15.9450941671811 |
| 76 | 102 | 104.492725370436 | -2.49272537043565 |
| 77 | 116 | 102.262473167186 | 13.7375268328145 |
| 78 | 103 | 111.019340614011 | -8.01934061401088 |
| 79 | 117 | 99.8680795977603 | 17.1319204022397 |
| 80 | 108 | 105.443710105886 | 2.55628989411439 |
| 81 | 122 | 98.3812447955936 | 23.6187552044064 |
| 82 | 90 | 103.421025237002 | -13.4210252370021 |
| 83 | 133 | 105.487136074077 | 27.5128639259229 |
| 84 | 116 | 91.3622054534931 | 24.6377945465069 |
| 85 | 110 | 100.119072900318 | 9.88092709968155 |
| 86 | 90 | 95.6585684938182 | -5.65856849381824 |
| 87 | 74 | 97.8888206970684 | -23.8888206970683 |
| 88 | 75 | 92.8924662238514 | -17.8924662238514 |
| 89 | 107 | 99.0473727668849 | 7.95262723311509 |
| 90 | 90 | 104.62300327501 | -14.6230032750102 |
| 91 | 96 | 98.3039553658015 | -2.30395536580154 |
| 92 | 115 | 94.0510182936679 | 20.9489817063321 |
| 93 | 91 | 93.6793095931262 | -2.67930959312624 |
| 94 | 77 | 104.29472054266 | -27.29472054266 |
| 95 | 108 | 99.0907987350764 | 8.90920126492358 |
| 96 | 83 | 96.8605465318263 | -13.8605465318263 |
| 97 | 77 | 95.3737117296596 | -18.3737117296596 |
| 98 | 99 | 100.949342237785 | -1.94934223778485 |
| 99 | 115 | 96.3246964651096 | 18.6753035348905 |
| 100 | 99 | 97.4398225667346 | 1.5601774332654 |
| 101 | 106 | 93.7227355613177 | 12.2772644386823 |
| 102 | 77 | 89.6339398553592 | -12.6339398553592 |
| 103 | 115 | 89.6773658235507 | 25.3226341764493 |
| 104 | 67 | 89.5132244573756 | -22.5132244573756 |
| 105 | 8 | 87.2829722541255 | -79.2829722541255 |
| 106 | 69 | 91.7869026288173 | -22.7869026288173 |
| 107 | 88 | 92.1586113293589 | -4.15861132935895 |
| 108 | 107 | 85.6754220539752 | 21.3245779460248 |
| 109 | 120 | 89.0208003588504 | 30.9791996411496 |
| 110 | 3 | 78.6659452184657 | -75.6659452184657 |
| 111 | 1 | 78.8735125528323 | -77.8735125528323 |
| 112 | 0 | 75.363992881782 | -75.363992881782 |
| 113 | 111 | 159.268217691719 | -48.2682176917188 |
| 114 | 69 | 143.747690770114 | -74.7476907701144 |
| 115 | 116 | 131.775722922988 | -15.7757229229884 |
| 116 | 103 | 114.063983201562 | -11.0639832015621 |
| 117 | 139 | 113.01140808131 | 25.9885919186896 |
| 118 | 135 | 118.422897223261 | 16.5771027767394 |
| 119 | 113 | 108.84532294556 | 4.15467705444014 |
| 120 | 99 | 94.7638182931673 | 4.23618170683266 |
| 121 | 76 | 105.258513844718 | -29.2585138447175 |
| 122 | 110 | 94.7299548315668 | 15.2700451684332 |
| 123 | 121 | 99.9773026073419 | 21.0226973926581 |
| 124 | 95 | 105.01708304875 | -10.0170830487504 |
| 125 | 66 | 91.1431457307245 | -25.1431457307245 |
| 126 | 111 | 106.754911153475 | 4.24508884652476 |
| 127 | 77 | 84.8675237897073 | -7.86752378970735 |
| 128 | 101 | 108.285171923833 | -7.28517192383349 |
| 129 | 108 | 95.7339280417992 | 12.2660719582008 |
| 130 | 135 | 91.8526996702073 | 43.1473003297927 |
| 131 | 70 | 94.4546605739991 | -24.4546605739991 |
| 132 | 124 | 84.6260929937402 | 39.3739070062598 |
| 133 | 92 | 91.8961256383988 | 0.103874361601193 |
| 134 | 104 | 93.0112517400239 | 10.9887482599761 |
| 135 | 113 | 89.1300233684319 | 23.8699766315681 |
| 136 | 95 | 94.1698038098404 | 0.830196190159571 |
| 137 | 89 | 85.24879499684 | 3.75120500316001 |
| 138 | 83 | 83.9695275290399 | -0.969527529039853 |
| 139 | 96 | 81.203425259073 | 14.796574740927 |
| 140 | 95 | 104.249364692657 | -9.24936469265743 |
| 141 | 110 | 92.3546862753235 | 17.6453137246765 |
| 142 | 106 | 94.9566471791153 | 11.0433528208847 |
| 143 | 78 | 72.1182750798975 | 5.88172492010255 |
| 144 | 115 | 84.7563708983147 | 30.2436291016853 |
| 145 | 74 | 79.9241577912728 | -5.92415779127283 |
| 146 | 93 | 86.4507730348481 | 6.54922696515193 |
| 147 | 88 | 79.0165990240144 | 8.98340097598562 |
| 148 | 104 | 92.9773882784233 | 11.0226117215767 |
| 149 | 86 | 82.0336945965394 | 3.96630540346063 |
| 150 | 104 | 74.9712292862474 | 29.0287707137526 |
| 151 | 99 | 80.3827184281975 | 18.6172815718025 |
| 152 | 101 | 81.3337031636475 | 19.6662968363525 |
| 153 | 53 | 79.4751596609391 | -26.4751596609391 |
| 154 | 96 | 80.9619944631058 | 15.0380055368942 |
| 155 | 58 | 73.5278204522721 | -15.5278204522721 |
| 156 | 117 | 82.0771205647309 | 34.9228794352691 |
| 157 | 82 | 82.8205379658143 | -0.820537965814246 |
| 158 | 57 | 85.7942075701477 | -28.7942075701477 |
| 159 | 71 | 77.4524747920556 | -6.45247479205557 |
| 160 | 105 | 81.5412704980141 | 23.4587295019859 |
| 161 | 60 | 83.3998140007225 | -23.3998140007225 |
| 162 | 77 | 78.5676008936806 | -1.56760089368063 |
| 163 | 73 | 62.7916941047548 | 10.2083058952452 |
| 164 | 78 | 68.7390333134217 | 9.26096668657826 |
| 165 | 81 | 86.5810509394226 | -5.58105093942261 |
| 166 | 101 | 70.8051441504968 | 30.1948558495032 |
| 167 | 118 | 78.2393181613305 | 39.7606818386695 |
| 168 | 59 | 74.8939398564553 | -15.8939398564553 |
| 169 | 101 | 71.5485615515801 | 29.4514384484199 |
| 170 | 22 | 81.5846964662056 | -59.5846964662056 |
| 171 | 77 | 66.7163484445382 | 10.2836515554618 |
| 172 | 100 | 72.8712549875718 | 27.1287450124282 |
| 173 | 39 | 75.4732158913636 | -36.4732158913636 |
| 174 | 42 | 60.0690178029794 | -18.0690178029794 |
| 175 | 80 | 77.1676180278969 | 2.83238197210309 |
| 176 | 48 | 65.272939610563 | -17.272939610563 |
| 177 | 131 | 82.3715398354805 | 48.6284601645195 |
| 178 | 46 | 76.0524919262719 | -30.0524919262719 |
| 179 | 89 | 69.1975939503464 | 19.8024060496536 |
| 180 | 51 | 59.5331677362626 | -8.53316773626264 |
| 181 | 108 | 79.2337288649719 | 28.7662711350281 |
| 182 | 86 | 73.286389656305 | 12.713610343695 |
| 183 | 105 | 76.2600592606385 | 28.7399407393615 |
| 184 | 85 | 78.1186027633469 | 6.88139723665312 |
| 185 | 103 | 71.2637047874215 | 31.7362952125785 |
| 186 | 83 | 73.8656656912133 | 9.13433430878674 |
| 187 | 77 | 64.2012394771295 | 12.7987605228705 |
| 188 | 26 | 58.2539002684625 | -32.2539002684625 |
| 189 | 73 | 69.7768699852547 | 3.22313001474527 |
| 190 | 42 | 61.0634285066209 | -19.0634285066209 |
| 191 | 71 | 67.7541851163712 | 3.24581488362879 |
| 192 | 105 | 54.3726718968706 | 50.6273281031294 |
| 193 | 73 | 59.0407436377374 | 13.9592563622626 |
| 194 | 98 | 73.1656742583214 | 24.8343257416786 |
| 195 | 108 | 74.8600763948547 | 33.1399236051453 |
| 196 | 57 | 76.7186198975632 | -19.7186198975632 |
| 197 | 37 | 71.5146980899796 | -34.5146980899796 |
| 198 | 70 | 69.8637219216377 | 0.13627807836225 |
| 199 | 73 | 61.6861305097207 | 11.3138694902793 |
| 200 | 47 | 64.2880914135125 | -17.2880914135125 |
| 201 | 73 | 70.6071393227211 | 2.39286067727888 |
| 202 | 91 | 72.0939741248879 | 18.9060258751121 |
| 203 | 110 | 81.7584003389717 | 28.2415996610283 |
| 204 | 78 | 73.0449588603378 | 4.95504113966217 |
| 205 | 92 | 80.4791328711715 | 11.5208671288285 |
| 206 | 52 | 80.4791328711715 | -28.4791328711715 |
| 207 | 88 | 68.4203130876625 | 19.5796869123375 |
| 208 | 100 | 57.269052071412 | 42.730947928588 |
| 209 | 33 | 59.8710129752038 | -26.8710129752038 |
| 210 | 42 | 72.1374000930794 | -30.1374000930794 |
| 211 | 81 | 73.8318022296127 | 7.16819777038729 |
| 212 | 67 | 48.5556105927781 | 18.4443894072219 |
| 213 | 8 | 57.3124780396035 | -49.3124780396035 |
| 214 | 46 | 58.0558954406869 | -12.0558954406869 |
| 215 | 83 | 72.5525347618126 | 10.4474652381874 |
| 216 | 87 | 62.8881085477288 | 24.1118914522712 |
| 217 | 82 | 76.2696217672294 | 5.73037823277059 |
| 218 | 63 | 52.1085562320199 | 10.8914437679801 |
| 219 | 27 | 66.6051955531456 | -39.6051955531456 |
| 220 | 14 | 56.0332105718033 | -42.0332105718033 |
| 221 | 83 | 60.8654236788452 | 22.1345763211548 |
| 222 | 168 | 61.6088410799286 | 106.391158920071 |
| 223 | 67 | 62.352258481012 | 4.64774151898801 |
| 224 | 21 | 61.6088410799286 | -40.6088410799286 |
| 225 | 55 | 74.2469368983459 | -19.2469368983459 |
| 226 | 54 | 73.8752281978042 | -19.8752281978042 |
| 227 | 118 | 67.0203302218788 | 50.9796697781212 |
| 228 | 69 | 47.3197690931695 | 21.6802309068305 |
| 229 | 77 | 49.0141712297028 | 27.9858287702972 |
| 230 | 72 | 70.9449845616623 | 1.05501543833775 |
| 231 | 53 | 56.0766365399949 | -3.07663653999485 |
| 232 | 40 | 59.0503061443283 | -19.0503061443283 |
| 233 | 102 | 59.2578734786949 | 42.7421265213051 |
| 234 | 25 | 65.5769213879036 | -40.5769213879036 |
| 235 | 31 | 58.5144560776116 | -27.5144560776116 |
| 236 | 77 | 51.4519907673196 | 25.5480092326804 |
| 237 | 38 | 65.2052126873619 | -27.2052126873619 |
| 238 | 23 | 65.7844887222702 | -42.7844887222702 |
| 239 | 91 | 55.7483538076447 | 35.2516461923553 |
| 240 | 58 | 59.4654408130615 | -1.46544081306154 |
| 241 | 42 | 57.8144646447197 | -15.8144646447197 |
| 242 | 44 | 61.1598429495949 | -17.1598429495949 |
| 243 | 58 | 55.9559211420113 | 2.04407885798872 |
| 244 | 35 | 56.6993385430947 | -21.6993385430947 |
| 245 | 88 | 52.2388341365944 | 35.7611658634056 |
| 246 | 25 | 65.45620598992 | -40.45620598992 |
| 247 | 39 | 55.4200710752945 | -16.4200710752945 |
| 248 | 48 | 49.6802992009941 | -1.68029920099415 |
| 249 | 64 | 53.397386206411 | 10.602613793589 |
| 250 | 65 | 55.0917883429443 | 9.90821165705566 |
| 251 | 95 | 53.2332448402359 | 41.7667551597641 |
| 252 | 29 | 51.3747013375275 | -22.3747013375275 |
| 253 | 2 | 51.3747013375275 | -49.3747013375275 |
| 254 | 83 | 50.467142570269 | 32.532857429731 |
| 255 | 11 | 57.365466514386 | -46.365466514386 |
| 256 | 16 | 51.7898360062607 | -35.7898360062607 |
| 257 | 9 | 47.9086076346688 | -38.9086076346688 |
| 258 | 46 | 46.2576314663269 | -0.257631466326924 |
| 259 | 41 | 55.1786402793274 | -14.1786402793274 |
| 260 | 14 | 44.9783639985268 | -30.9783639985268 |
| 261 | 63 | 46.8369075012352 | 16.1630924987648 |
| 262 | 9 | 47.9520336028603 | -38.9520336028603 |
| 263 | 0 | 42.7481117952767 | -42.7481117952767 |
| 264 | 58 | 50.7615618410187 | 7.23843815898134 |
| 265 | 18 | 42.0481203623848 | -24.0481203623848 |
| 266 | 42 | 45.39349866726 | -3.39349866725998 |
| 267 | 26 | 41.512270295668 | -15.512270295668 |
| 268 | 38 | 40.0254354935013 | -2.02543549350131 |
| 269 | 1 | 40.6481374966011 | -39.6481374966011 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 7 | 0.177465209815986 | 0.354930419631973 | 0.822534790184014 |
| 8 | 0.0865147882530978 | 0.173029576506196 | 0.913485211746902 |
| 9 | 0.304364524404591 | 0.608729048809183 | 0.695635475595409 |
| 10 | 0.197703737690809 | 0.395407475381618 | 0.802296262309191 |
| 11 | 0.224227739832205 | 0.448455479664411 | 0.775772260167795 |
| 12 | 0.261784028066471 | 0.523568056132942 | 0.738215971933529 |
| 13 | 0.200795621866963 | 0.401591243733926 | 0.799204378133037 |
| 14 | 0.163488376047894 | 0.326976752095788 | 0.836511623952106 |
| 15 | 0.111362361245705 | 0.22272472249141 | 0.888637638754295 |
| 16 | 0.10252144682824 | 0.205042893656479 | 0.897478553171761 |
| 17 | 0.0708464990157324 | 0.141692998031465 | 0.929153500984268 |
| 18 | 0.092280555220313 | 0.184561110440626 | 0.907719444779687 |
| 19 | 0.0736549880506887 | 0.147309976101377 | 0.926345011949311 |
| 20 | 0.0488491137292946 | 0.0976982274585893 | 0.951150886270705 |
| 21 | 0.0424273539447285 | 0.0848547078894571 | 0.957572646055271 |
| 22 | 0.0281707534418721 | 0.0563415068837443 | 0.971829246558128 |
| 23 | 0.0187345197207731 | 0.0374690394415463 | 0.981265480279227 |
| 24 | 0.0119173304269897 | 0.0238346608539795 | 0.98808266957301 |
| 25 | 0.00792498528887661 | 0.0158499705777532 | 0.992075014711123 |
| 26 | 0.00490586919361226 | 0.00981173838722452 | 0.995094130806388 |
| 27 | 0.00377630388556975 | 0.00755260777113949 | 0.99622369611443 |
| 28 | 0.00265976981766356 | 0.00531953963532712 | 0.997340230182336 |
| 29 | 0.00169848334151033 | 0.00339696668302066 | 0.99830151665849 |
| 30 | 0.00110574935281991 | 0.00221149870563981 | 0.99889425064718 |
| 31 | 0.00180730923033009 | 0.00361461846066018 | 0.99819269076967 |
| 32 | 0.0010574523039853 | 0.00211490460797059 | 0.998942547696015 |
| 33 | 0.000838072853030683 | 0.00167614570606137 | 0.999161927146969 |
| 34 | 0.000604951833090264 | 0.00120990366618053 | 0.99939504816691 |
| 35 | 0.000546518788625457 | 0.00109303757725091 | 0.999453481211375 |
| 36 | 0.000516791777415736 | 0.00103358355483147 | 0.999483208222584 |
| 37 | 0.000418701951490204 | 0.000837403902980409 | 0.99958129804851 |
| 38 | 0.000342557605736116 | 0.000685115211472232 | 0.999657442394264 |
| 39 | 0.000242691515638676 | 0.000485383031277352 | 0.999757308484361 |
| 40 | 0.000329539656372426 | 0.000659079312744852 | 0.999670460343628 |
| 41 | 0.000194159119026974 | 0.000388318238053949 | 0.999805840880973 |
| 42 | 0.000285284360520826 | 0.000570568721041652 | 0.999714715639479 |
| 43 | 0.000234628983138244 | 0.000469257966276489 | 0.999765371016862 |
| 44 | 0.000174476216180947 | 0.000348952432361893 | 0.999825523783819 |
| 45 | 0.000675746671752781 | 0.00135149334350556 | 0.999324253328247 |
| 46 | 0.000473867406310915 | 0.00094773481262183 | 0.999526132593689 |
| 47 | 0.000295149852993874 | 0.000590299705987749 | 0.999704850147006 |
| 48 | 0.000187886560390272 | 0.000375773120780545 | 0.99981211343961 |
| 49 | 0.00011472907676817 | 0.00022945815353634 | 0.999885270923232 |
| 50 | 6.92836523764945e-05 | 0.000138567304752989 | 0.999930716347624 |
| 51 | 4.68988730964641e-05 | 9.37977461929282e-05 | 0.999953101126903 |
| 52 | 7.36164878732416e-05 | 0.000147232975746483 | 0.999926383512127 |
| 53 | 7.19297879782676e-05 | 0.000143859575956535 | 0.999928070212022 |
| 54 | 4.87391187354215e-05 | 9.74782374708429e-05 | 0.999951260881265 |
| 55 | 2.97392274772443e-05 | 5.94784549544887e-05 | 0.999970260772523 |
| 56 | 0.000137654413678145 | 0.000275308827356289 | 0.999862345586322 |
| 57 | 8.77093346266182e-05 | 0.000175418669253236 | 0.999912290665373 |
| 58 | 5.53548774335526e-05 | 0.000110709754867105 | 0.999944645122566 |
| 59 | 6.40537524097479e-05 | 0.000128107504819496 | 0.99993594624759 |
| 60 | 7.31603817761559e-05 | 0.000146320763552312 | 0.999926839618224 |
| 61 | 4.65246041564818e-05 | 9.30492083129636e-05 | 0.999953475395844 |
| 62 | 3.11977232155258e-05 | 6.23954464310516e-05 | 0.999968802276785 |
| 63 | 2.00045997384179e-05 | 4.00091994768357e-05 | 0.999979995400262 |
| 64 | 1.24181842341091e-05 | 2.48363684682181e-05 | 0.999987581815766 |
| 65 | 2.17978814057584e-05 | 4.35957628115167e-05 | 0.999978202118594 |
| 66 | 2.23363842817006e-05 | 4.46727685634012e-05 | 0.999977663615718 |
| 67 | 1.39404451180691e-05 | 2.78808902361383e-05 | 0.999986059554882 |
| 68 | 8.81526310690508e-06 | 1.76305262138102e-05 | 0.999991184736893 |
| 69 | 5.52269980116035e-06 | 1.10453996023207e-05 | 0.999994477300199 |
| 70 | 1.76826599446387e-05 | 3.53653198892774e-05 | 0.999982317340055 |
| 71 | 1.12397077662714e-05 | 2.24794155325427e-05 | 0.999988760292234 |
| 72 | 7.36117586729384e-06 | 1.47223517345877e-05 | 0.999992638824133 |
| 73 | 5.12580606225133e-06 | 1.02516121245027e-05 | 0.999994874193938 |
| 74 | 3.36275654119665e-06 | 6.72551308239329e-06 | 0.999996637243459 |
| 75 | 2.17099134585773e-06 | 4.34198269171546e-06 | 0.999997829008654 |
| 76 | 1.59425573695587e-06 | 3.18851147391174e-06 | 0.999998405744263 |
| 77 | 1.00538517237337e-06 | 2.01077034474675e-06 | 0.999998994614828 |
| 78 | 7.33382154852682e-07 | 1.46676430970536e-06 | 0.999999266617845 |
| 79 | 4.74968224548292e-07 | 9.49936449096584e-07 | 0.999999525031775 |
| 80 | 2.98452551689269e-07 | 5.96905103378538e-07 | 0.999999701547448 |
| 81 | 2.1874841414736e-07 | 4.37496828294721e-07 | 0.999999781251586 |
| 82 | 2.47227151318958e-07 | 4.94454302637915e-07 | 0.999999752772849 |
| 83 | 2.57125580465063e-07 | 5.14251160930126e-07 | 0.99999974287442 |
| 84 | 1.88687443784715e-07 | 3.7737488756943e-07 | 0.999999811312556 |
| 85 | 1.20899507264111e-07 | 2.41799014528221e-07 | 0.999999879100493 |
| 86 | 1.25333899978453e-07 | 2.50667799956906e-07 | 0.9999998746661 |
| 87 | 3.46011461698554e-07 | 6.92022923397109e-07 | 0.999999653988538 |
| 88 | 6.56955107596172e-07 | 1.31391021519234e-06 | 0.999999343044892 |
| 89 | 4.30057264390457e-07 | 8.60114528780914e-07 | 0.999999569942736 |
| 90 | 4.11900842345169e-07 | 8.23801684690339e-07 | 0.999999588099158 |
| 91 | 3.00106998633055e-07 | 6.0021399726611e-07 | 0.999999699893001 |
| 92 | 2.34180783003464e-07 | 4.68361566006928e-07 | 0.999999765819217 |
| 93 | 1.89517539707237e-07 | 3.79035079414474e-07 | 0.99999981048246 |
| 94 | 3.13940536483371e-07 | 6.27881072966742e-07 | 0.999999686059464 |
| 95 | 2.10482054924258e-07 | 4.20964109848516e-07 | 0.999999789517945 |
| 96 | 2.14902305751085e-07 | 4.29804611502171e-07 | 0.999999785097694 |
| 97 | 2.76019789779223e-07 | 5.52039579558446e-07 | 0.99999972398021 |
| 98 | 1.82120546810956e-07 | 3.64241093621912e-07 | 0.999999817879453 |
| 99 | 1.56151380603102e-07 | 3.12302761206203e-07 | 0.999999843848619 |
| 100 | 1.07986149982258e-07 | 2.15972299964516e-07 | 0.99999989201385 |
| 101 | 8.42342627042395e-08 | 1.68468525408479e-07 | 0.999999915765737 |
| 102 | 1.01077088773595e-07 | 2.02154177547189e-07 | 0.999999898922911 |
| 103 | 1.30673837872864e-07 | 2.61347675745728e-07 | 0.999999869326162 |
| 104 | 2.38401989989433e-07 | 4.76803979978865e-07 | 0.99999976159801 |
| 105 | 6.28015385482495e-05 | 0.000125603077096499 | 0.999937198461452 |
| 106 | 6.89589395530284e-05 | 0.000137917879106057 | 0.999931041060447 |
| 107 | 5.70101235910087e-05 | 0.000114020247182017 | 0.999942989876409 |
| 108 | 8.45456972873257e-05 | 0.000169091394574651 | 0.999915454302713 |
| 109 | 0.000343552126779498 | 0.000687104253558995 | 0.99965644787322 |
| 110 | 0.00447813212480911 | 0.00895626424961821 | 0.995521867875191 |
| 111 | 0.0236966502593866 | 0.0473933005187731 | 0.976303349740613 |
| 112 | 0.0651461669841563 | 0.130292333968313 | 0.934853833015844 |
| 113 | 0.0712132272061671 | 0.142426454412334 | 0.928786772793833 |
| 114 | 0.127243501953845 | 0.254487003907691 | 0.872756498046155 |
| 115 | 0.155436683082268 | 0.310873366164536 | 0.844563316917732 |
| 116 | 0.172129638563625 | 0.344259277127249 | 0.827870361436375 |
| 117 | 0.231024675394152 | 0.462049350788303 | 0.768975324605848 |
| 118 | 0.240415185421958 | 0.480830370843917 | 0.759584814578042 |
| 119 | 0.224928272839045 | 0.44985654567809 | 0.775071727160955 |
| 120 | 0.209357880408243 | 0.418715760816486 | 0.790642119591757 |
| 121 | 0.227638737533832 | 0.455277475067663 | 0.772361262466168 |
| 122 | 0.217459172232306 | 0.434918344464613 | 0.782540827767694 |
| 123 | 0.211429199878902 | 0.422858399757804 | 0.788570800121098 |
| 124 | 0.196616035744821 | 0.393232071489641 | 0.803383964255179 |
| 125 | 0.212416673244765 | 0.424833346489531 | 0.787583326755235 |
| 126 | 0.192321530472395 | 0.384643060944791 | 0.807678469527605 |
| 127 | 0.183336349709175 | 0.36667269941835 | 0.816663650290825 |
| 128 | 0.166959562104384 | 0.333919124208768 | 0.833040437895616 |
| 129 | 0.151807661447502 | 0.303615322895004 | 0.848192338552498 |
| 130 | 0.184493881765297 | 0.368987763530593 | 0.815506118234703 |
| 131 | 0.196032177680769 | 0.392064355361539 | 0.803967822319231 |
| 132 | 0.215871983514977 | 0.431743967029955 | 0.784128016485023 |
| 133 | 0.19387179421757 | 0.38774358843514 | 0.80612820578243 |
| 134 | 0.173017859969446 | 0.346035719938891 | 0.826982140030554 |
| 135 | 0.162485930302451 | 0.324971860604902 | 0.837514069697549 |
| 136 | 0.14304069671156 | 0.28608139342312 | 0.85695930328844 |
| 137 | 0.125480531783092 | 0.250961063566183 | 0.874519468216908 |
| 138 | 0.110992399179359 | 0.221984798358718 | 0.889007600820641 |
| 139 | 0.0970505293286221 | 0.194101058657244 | 0.902949470671378 |
| 140 | 0.0860967359434239 | 0.172193471886848 | 0.913903264056576 |
| 141 | 0.0762051270337227 | 0.152410254067445 | 0.923794872966277 |
| 142 | 0.0651346835846177 | 0.130269367169235 | 0.934865316415382 |
| 143 | 0.0555091624422185 | 0.111018324884437 | 0.944490837557782 |
| 144 | 0.053865256019078 | 0.107730512038156 | 0.946134743980922 |
| 145 | 0.0481457237395077 | 0.0962914474790155 | 0.951854276260492 |
| 146 | 0.0400756896979995 | 0.080151379395999 | 0.959924310302001 |
| 147 | 0.0332226234194958 | 0.0664452468389917 | 0.966777376580504 |
| 148 | 0.0275207554245096 | 0.0550415108490192 | 0.97247924457549 |
| 149 | 0.022525892421604 | 0.0450517848432081 | 0.977474107578396 |
| 150 | 0.0208400913146887 | 0.0416801826293774 | 0.979159908685311 |
| 151 | 0.0175204051318587 | 0.0350408102637173 | 0.982479594868141 |
| 152 | 0.0148624128643861 | 0.0297248257287722 | 0.985137587135614 |
| 153 | 0.0177677763730881 | 0.0355355527461762 | 0.982232223626912 |
| 154 | 0.0145723769117355 | 0.029144753823471 | 0.985427623088264 |
| 155 | 0.0144031051380485 | 0.0288062102760971 | 0.985596894861951 |
| 156 | 0.0151910342529019 | 0.0303820685058038 | 0.984808965747098 |
| 157 | 0.0123605163673102 | 0.0247210327346203 | 0.98763948363269 |
| 158 | 0.0151395071617971 | 0.0302790143235942 | 0.984860492838203 |
| 159 | 0.0129833266895554 | 0.0259666533791107 | 0.987016673310445 |
| 160 | 0.0114100601226876 | 0.0228201202453753 | 0.988589939877312 |
| 161 | 0.0124737678677846 | 0.0249475357355692 | 0.987526232132215 |
| 162 | 0.010221603273645 | 0.0204432065472899 | 0.989778396726355 |
| 163 | 0.00809606926705293 | 0.0161921385341059 | 0.991903930732947 |
| 164 | 0.00635294258025244 | 0.0127058851605049 | 0.993647057419748 |
| 165 | 0.00517680565162709 | 0.0103536113032542 | 0.994823194348373 |
| 166 | 0.00479908432542137 | 0.00959816865084274 | 0.995200915674579 |
| 167 | 0.00568756251804404 | 0.0113751250360881 | 0.994312437481956 |
| 168 | 0.00550643005179322 | 0.0110128601035864 | 0.994493569948207 |
| 169 | 0.00504101565918715 | 0.0100820313183743 | 0.994958984340813 |
| 170 | 0.0197360223912558 | 0.0394720447825115 | 0.980263977608744 |
| 171 | 0.0158442889597747 | 0.0316885779195494 | 0.984155711040225 |
| 172 | 0.0142441410210038 | 0.0284882820420077 | 0.985755858978996 |
| 173 | 0.0225110969938519 | 0.0450221939877037 | 0.977488903006148 |
| 174 | 0.0244718343278645 | 0.048943668655729 | 0.975528165672136 |
| 175 | 0.01991160727397 | 0.0398232145479399 | 0.98008839272603 |
| 176 | 0.0211686868539658 | 0.0423373737079315 | 0.978831313146034 |
| 177 | 0.0307310975753521 | 0.0614621951507041 | 0.969268902424648 |
| 178 | 0.0397386411682001 | 0.0794772823364002 | 0.9602613588318 |
| 179 | 0.033669825000098 | 0.067339650000196 | 0.966330174999902 |
| 180 | 0.0322926213666174 | 0.0645852427332347 | 0.967707378633383 |
| 181 | 0.0306167309230106 | 0.0612334618460212 | 0.969383269076989 |
| 182 | 0.0249513257596878 | 0.0499026515193755 | 0.975048674240312 |
| 183 | 0.0233114309484254 | 0.0466228618968508 | 0.976688569051575 |
| 184 | 0.0186521814647027 | 0.0373043629294055 | 0.981347818535297 |
| 185 | 0.0180222158227238 | 0.0360444316454476 | 0.981977784177276 |
| 186 | 0.0142983055377062 | 0.0285966110754123 | 0.985701694462294 |
| 187 | 0.0112913321426437 | 0.0225826642852874 | 0.988708667857356 |
| 188 | 0.0195244690831742 | 0.0390489381663483 | 0.980475530916826 |
| 189 | 0.0158129958069407 | 0.0316259916138815 | 0.984187004193059 |
| 190 | 0.0188179424493691 | 0.0376358848987381 | 0.981182057550631 |
| 191 | 0.0153801592039525 | 0.030760318407905 | 0.984619840796047 |
| 192 | 0.0181814540047468 | 0.0363629080094936 | 0.981818545995253 |
| 193 | 0.0145038945131809 | 0.0290077890263619 | 0.985496105486819 |
| 194 | 0.0127775749797213 | 0.0255551499594426 | 0.987222425020279 |
| 195 | 0.0136597502092939 | 0.0273195004185878 | 0.986340249790706 |
| 196 | 0.0129105116707047 | 0.0258210233414094 | 0.987089488329295 |
| 197 | 0.0185707871106064 | 0.0371415742212127 | 0.981429212889394 |
| 198 | 0.0147870797248732 | 0.0295741594497464 | 0.985212920275127 |
| 199 | 0.0115455089036712 | 0.0230910178073424 | 0.988454491096329 |
| 200 | 0.0119452395125448 | 0.0238904790250896 | 0.988054760487455 |
| 201 | 0.00928468522967311 | 0.0185693704593462 | 0.990715314770327 |
| 202 | 0.0075705220936858 | 0.0151410441873716 | 0.992429477906314 |
| 203 | 0.00818204319958128 | 0.0163640863991626 | 0.991817956800419 |
| 204 | 0.00624575936264544 | 0.0124915187252909 | 0.993754240637355 |
| 205 | 0.00528804938339078 | 0.0105760987667816 | 0.994711950616609 |
| 206 | 0.00521733017035645 | 0.0104346603407129 | 0.994782669829644 |
| 207 | 0.00434999737132815 | 0.00869999474265629 | 0.995650002628672 |
| 208 | 0.00501745833997352 | 0.010034916679947 | 0.994982541660027 |
| 209 | 0.00642515579977922 | 0.0128503115995584 | 0.993574844200221 |
| 210 | 0.00726716492175338 | 0.0145343298435068 | 0.992732835078247 |
| 211 | 0.00565301664782902 | 0.011306033295658 | 0.994346983352171 |
| 212 | 0.00425454190214497 | 0.00850908380428995 | 0.995745458097855 |
| 213 | 0.0137730847971659 | 0.0275461695943318 | 0.986226915202834 |
| 214 | 0.0131719270091545 | 0.0263438540183089 | 0.986828072990846 |
| 215 | 0.0107991641302598 | 0.0215983282605196 | 0.98920083586974 |
| 216 | 0.00916986314339203 | 0.0183397262867841 | 0.990830136856608 |
| 217 | 0.00769713482935016 | 0.0153942696587003 | 0.99230286517065 |
| 218 | 0.00602887817883237 | 0.0120577563576647 | 0.993971121821168 |
| 219 | 0.00957194000510498 | 0.01914388001021 | 0.990428059994895 |
| 220 | 0.0279157659159617 | 0.0558315318319234 | 0.972084234084038 |
| 221 | 0.0226416898984161 | 0.0452833797968322 | 0.977358310101584 |
| 222 | 0.331858667111148 | 0.663717334222296 | 0.668141332888852 |
| 223 | 0.290337298836201 | 0.580674597672401 | 0.709662701163799 |
| 224 | 0.398010517064513 | 0.796021034129025 | 0.601989482935487 |
| 225 | 0.360023157621098 | 0.720046315242195 | 0.639976842378902 |
| 226 | 0.324172079308817 | 0.648344158617634 | 0.675827920691183 |
| 227 | 0.526637252425971 | 0.946725495148057 | 0.473362747574029 |
| 228 | 0.487185826466793 | 0.974371652933585 | 0.512814173533207 |
| 229 | 0.441820124921434 | 0.883640249842869 | 0.558179875078566 |
| 230 | 0.44818643880798 | 0.89637287761596 | 0.55181356119202 |
| 231 | 0.411553641947225 | 0.82310728389445 | 0.588446358052775 |
| 232 | 0.405299675015753 | 0.810599350031506 | 0.594700324984247 |
| 233 | 0.518026427189812 | 0.963947145620376 | 0.481973572810188 |
| 234 | 0.516898198192102 | 0.966203603615796 | 0.483101801807898 |
| 235 | 0.536172794226786 | 0.927654411546428 | 0.463827205773214 |
| 236 | 0.485765934442582 | 0.971531868885164 | 0.514234065557418 |
| 237 | 0.450418085713289 | 0.900836171426578 | 0.549581914286711 |
| 238 | 0.462607891883203 | 0.925215783766405 | 0.537392108116797 |
| 239 | 0.49701855686852 | 0.99403711373704 | 0.50298144313148 |
| 240 | 0.439741118765296 | 0.879482237530592 | 0.560258881234704 |
| 241 | 0.392635502640174 | 0.785271005280349 | 0.607364497359826 |
| 242 | 0.341876387428483 | 0.683752774856966 | 0.658123612571517 |
| 243 | 0.288106382350849 | 0.576212764701699 | 0.711893617649151 |
| 244 | 0.267069855950934 | 0.534139711901869 | 0.732930144049066 |
| 245 | 0.296627806995016 | 0.593255613990032 | 0.703372193004984 |
| 246 | 0.309730088247478 | 0.619460176494957 | 0.690269911752522 |
| 247 | 0.268530246624373 | 0.537060493248747 | 0.731469753375627 |
| 248 | 0.215403902279106 | 0.430807804558211 | 0.784596097720894 |
| 249 | 0.18300835027585 | 0.3660167005517 | 0.81699164972415 |
| 250 | 0.160390787124023 | 0.320781574248046 | 0.839609212875977 |
| 251 | 0.382595637361249 | 0.765191274722498 | 0.617404362638751 |
| 252 | 0.31426216375677 | 0.628524327513539 | 0.68573783624323 |
| 253 | 0.364756733810905 | 0.72951346762181 | 0.635243266189095 |
| 254 | 0.649730966894094 | 0.700538066211811 | 0.350269033105906 |
| 255 | 0.685504965595841 | 0.628990068808319 | 0.314495034404159 |
| 256 | 0.651093997147941 | 0.697812005704118 | 0.348906002852059 |
| 257 | 0.646103267408578 | 0.707793465182844 | 0.353896732591422 |
| 258 | 0.585449604109567 | 0.829100791780865 | 0.414550395890433 |
| 259 | 0.509401230186637 | 0.981197539626726 | 0.490598769813363 |
| 260 | 0.420620124441143 | 0.841240248882287 | 0.579379875558857 |
| 261 | 0.475185909647246 | 0.950371819294492 | 0.524814090352754 |
| 262 | 0.510407971854327 | 0.979184056291346 | 0.489592028145673 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 88 | 0.34375 | NOK |
| 5% type I error level | 156 | 0.609375 | NOK |
| 10% type I error level | 169 | 0.66015625 | NOK |
