| Multiple Linear Regression - Estimated Regression Equation |
| totsize[t] = + 9621.15203261299 + 1.21025317208788totrevisions[t] + 0.330744314267945totseconds[t] + 1.32553720735597tothyperlinks[t] + 148.792925201868totblogs[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) | 9621.15203261299 | 2215.555911 | 4.3425 | 2e-05 | 1e-05 |
| totrevisions | 1.21025317208788 | 0.298189 | 4.0587 | 6.4e-05 | 3.2e-05 |
| totseconds | 0.330744314267945 | 0.062535 | 5.289 | 0 | 0 |
| tothyperlinks | 1.32553720735597 | 431.754945 | 0.0031 | 0.997553 | 0.498776 |
| totblogs | 148.792925201868 | 445.104122 | 0.3343 | 0.738409 | 0.369205 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.846235939830084 |
| R-squared | 0.716115265860106 |
| Adjusted R-squared | 0.712116889322925 |
| F-TEST (value) | 179.101507624614 |
| F-TEST (DF numerator) | 4 |
| F-TEST (DF denominator) | 284 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 21689.6218934793 |
| Sum Squared Residuals | 133604874198.516 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 112285 | 109042.877795263 | 3242.12220473746 |
| 2 | 84786 | 79434.0577525733 | 5351.94224742674 |
| 3 | 83123 | 69925.9383672451 | 13197.0616327549 |
| 4 | 101193 | 100576.248464389 | 616.751535611304 |
| 5 | 38361 | 55309.3112623287 | -16948.3112623287 |
| 6 | 68504 | 40589.2710337386 | 27914.7289662614 |
| 7 | 119182 | 136202.716830488 | -17020.7168304884 |
| 8 | 22807 | 14176.566912061 | 8630.43308793896 |
| 9 | 17140 | 27333.9898173978 | -10193.9898173978 |
| 10 | 116174 | 86701.257393097 | 29472.742606903 |
| 11 | 57635 | 69603.7326790517 | -11968.7326790517 |
| 12 | 66198 | 100173.083512333 | -33975.0835123327 |
| 13 | 71701 | 67908.6057949759 | 3792.3942050241 |
| 14 | 57793 | 49147.0571033803 | 8645.94289661966 |
| 15 | 80444 | 82674.6555773211 | -2230.65557732112 |
| 16 | 53855 | 64678.9095875302 | -10823.9095875302 |
| 17 | 97668 | 115407.63616279 | -17739.6361627901 |
| 18 | 133824 | 110601.395761553 | 23222.6042384467 |
| 19 | 101481 | 82676.7944366258 | 18804.2055633742 |
| 20 | 99645 | 88042.4936629885 | 11602.5063370115 |
| 21 | 114789 | 84285.2297825724 | 30503.7702174276 |
| 22 | 99052 | 110888.307434584 | -11836.3074345843 |
| 23 | 67654 | 89098.7743122353 | -21444.7743122353 |
| 24 | 65553 | 72044.5193886288 | -6491.51938862883 |
| 25 | 97500 | 70848.3035393753 | 26651.6964606247 |
| 26 | 69112 | 87972.6952771354 | -18860.6952771353 |
| 27 | 82753 | 85583.5893506591 | -2830.58935065911 |
| 28 | 85323 | 90953.1016955638 | -5630.10169556381 |
| 29 | 72654 | 98247.442189813 | -25593.442189813 |
| 30 | 30727 | 44785.5301871237 | -14058.5301871237 |
| 31 | 77873 | 103702.990008964 | -25829.9900089639 |
| 32 | 117478 | 121315.914216356 | -3837.91421635593 |
| 33 | 74007 | 66851.0984153809 | 7155.90158461909 |
| 34 | 90183 | 115417.472777504 | -25234.4727775042 |
| 35 | 61542 | 25938.3860315065 | 35603.6139684935 |
| 36 | 101494 | 132543.862936153 | -31049.8629361531 |
| 37 | 27570 | 46055.3669274396 | -18485.3669274396 |
| 38 | 55813 | 53655.4123363925 | 2157.58766360745 |
| 39 | 79215 | 106407.580643397 | -27192.5806433972 |
| 40 | 1423 | 10988.9404776049 | -9565.94047760486 |
| 41 | 55461 | 70080.5068501777 | -14619.5068501776 |
| 42 | 31081 | 50286.8595808903 | -19205.8595808903 |
| 43 | 22996 | 36542.2359019603 | -13546.2359019603 |
| 44 | 83122 | 107412.945075823 | -24290.9450758234 |
| 45 | 70106 | 92231.5330240316 | -22125.5330240316 |
| 46 | 60578 | 61837.6340414826 | -1259.63404148257 |
| 47 | 39992 | 53666.5515019578 | -13674.5515019577 |
| 48 | 79892 | 82775.1294100815 | -2883.1294100815 |
| 49 | 49810 | 47490.748744007 | 2319.25125599299 |
| 50 | 71570 | 50616.0130688709 | 20953.9869311291 |
| 51 | 100708 | 60336.8812539108 | 40371.1187460892 |
| 52 | 33032 | 41218.8407589403 | -8186.8407589403 |
| 53 | 82875 | 81554.4417802557 | 1320.55821974435 |
| 54 | 139077 | 109136.325047901 | 29940.6749520986 |
| 55 | 71595 | 79750.2255865627 | -8155.22558656272 |
| 56 | 72260 | 93297.055993274 | -21037.055993274 |
| 57 | 5950 | 18909.7745005006 | -12959.7745005006 |
| 58 | 115762 | 101238.835331088 | 14523.1646689121 |
| 59 | 32551 | 25431.5793901606 | 7119.42060983937 |
| 60 | 31701 | 36440.8264733276 | -4739.82647332755 |
| 61 | 80670 | 90598.9622495077 | -9928.96224950771 |
| 62 | 143558 | 118777.824311949 | 24780.1756880509 |
| 63 | 117105 | 102705.26999482 | 14399.7300051798 |
| 64 | 23789 | 36889.4246462777 | -13100.4246462777 |
| 65 | 120733 | 140133.604701629 | -19400.6047016285 |
| 66 | 105195 | 135653.344486427 | -30458.3444864271 |
| 67 | 73107 | 60080.2708434162 | 13026.7291565838 |
| 68 | 132068 | 120951.678589252 | 11116.3214107482 |
| 69 | 149193 | 153413.449722664 | -4220.44972266416 |
| 70 | 46821 | 56377.7001115015 | -9556.70011150151 |
| 71 | 87011 | 82530.4872326271 | 4480.51276737288 |
| 72 | 95260 | 105747.170804948 | -10487.170804948 |
| 73 | 55183 | 85826.45257755 | -30643.45257755 |
| 74 | 106671 | 69615.9030417196 | 37055.0969582804 |
| 75 | 73511 | 88594.2985193307 | -15083.2985193307 |
| 76 | 92945 | 80057.0410450034 | 12887.9589549966 |
| 77 | 78664 | 65767.8557323347 | 12896.1442676653 |
| 78 | 70054 | 68777.9121333432 | 1276.08786665679 |
| 79 | 22618 | 24894.3229616387 | -2276.32296163873 |
| 80 | 74011 | 73396.5798606062 | 614.42013939384 |
| 81 | 83737 | 79582.1074494151 | 4154.89255058495 |
| 82 | 69094 | 72811.2886765057 | -3717.28867650569 |
| 83 | 93133 | 86401.9647971718 | 6731.03520282823 |
| 84 | 95536 | 101236.188779114 | -5700.18877911436 |
| 85 | 225920 | 75677.7813596886 | 150242.218640311 |
| 86 | 62133 | 64122.3987929822 | -1989.39879298218 |
| 87 | 61370 | 61113.8797332554 | 256.120266744563 |
| 88 | 43836 | 52849.4028265165 | -9013.40282651653 |
| 89 | 106117 | 99976.9012192487 | 6140.09878075132 |
| 90 | 38692 | 49684.621280963 | -10992.621280963 |
| 91 | 84651 | 90764.9043437108 | -6113.90434371084 |
| 92 | 56622 | 46349.2864965472 | 10272.7135034528 |
| 93 | 15986 | 27473.7013417426 | -11487.7013417426 |
| 94 | 95364 | 85546.4384252813 | 9817.56157471869 |
| 95 | 26706 | 44386.2366082159 | -17680.2366082159 |
| 96 | 89691 | 75524.1209777759 | 14166.8790222241 |
| 97 | 67267 | 93601.1436146245 | -26334.1436146245 |
| 98 | 126846 | 95707.1563011676 | 31138.8436988323 |
| 99 | 41140 | 61440.3796453951 | -20300.3796453951 |
| 100 | 102860 | 92485.3883285707 | 10374.6116714293 |
| 101 | 51715 | 51569.1899802288 | 145.810019771208 |
| 102 | 55801 | 66502.7340192797 | -10701.7340192797 |
| 103 | 111813 | 106810.511953104 | 5002.48804689557 |
| 104 | 120293 | 86107.735989914 | 34185.264010086 |
| 105 | 138599 | 114398.807559971 | 24200.1924400289 |
| 106 | 161647 | 141146.346289825 | 20500.6537101753 |
| 107 | 115929 | 113153.765782119 | 2775.23421788071 |
| 108 | 24266 | 34178.0243790704 | -9912.02437907038 |
| 109 | 162901 | 159828.070152607 | 3072.92984739319 |
| 110 | 109825 | 94997.4510154554 | 14827.5489845446 |
| 111 | 129838 | 124120.379981193 | 5717.62001880657 |
| 112 | 37510 | 48428.1623896141 | -10918.1623896141 |
| 113 | 43750 | 32436.2333317438 | 11313.7666682562 |
| 114 | 40652 | 64134.5575412348 | -23482.5575412348 |
| 115 | 87771 | 118956.585756238 | -31185.5857562384 |
| 116 | 85872 | 100873.561654072 | -15001.5616540718 |
| 117 | 89275 | 95516.9405248603 | -6241.9405248603 |
| 118 | 44418 | 61955.8760849863 | -17537.8760849863 |
| 119 | 192565 | 95910.6436829689 | 96654.3563170311 |
| 120 | 35232 | 32488.2316338979 | 2743.76836610209 |
| 121 | 40909 | 60826.8805930213 | -19917.8805930213 |
| 122 | 13294 | 27477.2193364462 | -14183.2193364462 |
| 123 | 32387 | 46112.6128464429 | -13725.6128464429 |
| 124 | 140867 | 48735.0420470933 | 92131.9579529067 |
| 125 | 120662 | 98799.5072472467 | 21862.4927527533 |
| 126 | 21233 | 30873.7864334944 | -9640.78643349442 |
| 127 | 44332 | 34480.2290560268 | 9851.77094397319 |
| 128 | 61056 | 60307.2821367178 | 748.717863282167 |
| 129 | 101338 | 88246.5948942016 | 13091.4051057984 |
| 130 | 1168 | 13492.3729137105 | -12324.3729137105 |
| 131 | 13497 | 10780.3791191789 | 2716.62088082114 |
| 132 | 65567 | 79796.6029122939 | -14229.6029122939 |
| 133 | 25162 | 26703.7838282073 | -1541.78382820734 |
| 134 | 32334 | 41660.3862142063 | -9326.38621420627 |
| 135 | 40735 | 51535.6610545201 | -10800.6610545201 |
| 136 | 91413 | 134511.549882191 | -43098.5498821913 |
| 137 | 855 | 12820.8803034979 | -11965.8803034979 |
| 138 | 97068 | 74735.1915227269 | 22332.8084772731 |
| 139 | 44339 | 21397.5906989826 | 22941.4093010174 |
| 140 | 14116 | 24653.203171054 | -10537.203171054 |
| 141 | 10288 | 21433.8992167008 | -11145.8992167008 |
| 142 | 65622 | 61796.0068894371 | 3825.99311056292 |
| 143 | 16563 | 16788.3923069638 | -225.392306963829 |
| 144 | 76643 | 97333.8910111819 | -20690.8910111819 |
| 145 | 110681 | 69194.8387353243 | 41486.1612646757 |
| 146 | 29011 | 22960.4139370429 | 6050.5860629571 |
| 147 | 92696 | 26240.1160707086 | 66455.8839292914 |
| 148 | 94785 | 55893.719941713 | 38891.280058287 |
| 149 | 8773 | 18932.8031664712 | -10159.8031664712 |
| 150 | 83209 | 56980.6246648132 | 26228.3753351868 |
| 151 | 93815 | 108021.874731706 | -14206.8747317057 |
| 152 | 86687 | 92798.562632096 | -6111.56263209599 |
| 153 | 34553 | 36231.2734187285 | -1678.27341872849 |
| 154 | 105547 | 128483.832876667 | -22936.8328766671 |
| 155 | 103487 | 109548.793218239 | -6061.79321823932 |
| 156 | 213688 | 164354.1961462 | 49333.8038538005 |
| 157 | 71220 | 77311.1131178246 | -6091.11311782462 |
| 158 | 23517 | 33748.5452526433 | -10231.5452526433 |
| 159 | 56926 | 42907.9439004235 | 14018.0560995765 |
| 160 | 91721 | 70936.9615217628 | 20784.0384782372 |
| 161 | 115168 | 119381.224684898 | -4213.22468489805 |
| 162 | 111194 | 14111.2714034718 | 97082.7285965282 |
| 163 | 51009 | 50786.2153170667 | 222.784682933305 |
| 164 | 135777 | 111751.001008135 | 24025.9989918645 |
| 165 | 51513 | 52530.084841936 | -1017.08484193602 |
| 166 | 74163 | 102322.030123706 | -28159.0301237061 |
| 167 | 51633 | 71596.3339022942 | -19963.3339022942 |
| 168 | 75345 | 44109.5639922202 | 31235.4360077798 |
| 169 | 33416 | 57516.2836997719 | -24100.2836997719 |
| 170 | 83305 | 60969.0558909316 | 22335.9441090684 |
| 171 | 98952 | 76258.2758350947 | 22693.7241649053 |
| 172 | 102372 | 107062.269726798 | -4690.26972679818 |
| 173 | 37238 | 18874.4584235001 | 18363.5415764999 |
| 174 | 103772 | 105544.290868137 | -1772.29086813725 |
| 175 | 123969 | 62096.4864610119 | 61872.5135389881 |
| 176 | 27142 | 48104.8714902504 | -20962.8714902504 |
| 177 | 135400 | 103351.748565102 | 32048.2514348984 |
| 178 | 21399 | 27693.4158918936 | -6294.41589189357 |
| 179 | 130115 | 114790.046301504 | 15324.9536984964 |
| 180 | 24874 | 41194.8817096445 | -16320.8817096445 |
| 181 | 34988 | 28179.3303211256 | 6808.66967887443 |
| 182 | 45549 | 19199.0711331761 | 26349.9288668239 |
| 183 | 6023 | 15501.3266763936 | -9478.32667639356 |
| 184 | 64466 | 71551.5783075636 | -7085.57830756362 |
| 185 | 54990 | 101423.050148227 | -46433.0501482266 |
| 186 | 1644 | 12598.7731848166 | -10954.7731848166 |
| 187 | 6179 | 21214.8903760137 | -15035.8903760137 |
| 188 | 3926 | 15825.1692416854 | -11899.1692416854 |
| 189 | 32755 | 53025.146294032 | -20270.146294032 |
| 190 | 34777 | 19835.3397015851 | 14941.6602984149 |
| 191 | 73224 | 55600.9360883977 | 17623.0639116023 |
| 192 | 27114 | 31075.1792501524 | -3961.17925015242 |
| 193 | 20760 | 34665.5242358923 | -13905.5242358923 |
| 194 | 37636 | 27661.8654033015 | 9974.13459669846 |
| 195 | 65461 | 75122.4349517974 | -9661.43495179739 |
| 196 | 30080 | 46150.5060255537 | -16070.5060255537 |
| 197 | 24094 | 32195.7160887676 | -8101.71608876761 |
| 198 | 69008 | 38729.4344310732 | 30278.5655689268 |
| 199 | 54968 | 37653.8601162235 | 17314.1398837765 |
| 200 | 46090 | 39994.8753731112 | 6095.12462688881 |
| 201 | 27507 | 40435.246580272 | -12928.2465802719 |
| 202 | 10672 | 21681.6834343794 | -11009.6834343794 |
| 203 | 34029 | 37578.7895088393 | -3549.78950883926 |
| 204 | 46300 | 47885.1759303552 | -1585.17593035521 |
| 205 | 24760 | 33136.5573506008 | -8376.55735060078 |
| 206 | 18779 | 18170.1606116734 | 608.839388326589 |
| 207 | 21280 | 32134.8098849332 | -10854.8098849332 |
| 208 | 40662 | 51819.1754550933 | -11157.1754550933 |
| 209 | 28987 | 41805.8273612593 | -12818.8273612593 |
| 210 | 22827 | 41627.521583419 | -18800.521583419 |
| 211 | 18513 | 37112.6166496317 | -18599.6166496317 |
| 212 | 30594 | 34093.3681037478 | -3499.36810374775 |
| 213 | 24006 | 28517.4154339894 | -4511.41543398937 |
| 214 | 27913 | 41296.9717893436 | -13383.9717893436 |
| 215 | 42744 | 16883.3726894822 | 25860.6273105178 |
| 216 | 12934 | 26250.7442654269 | -13316.7442654269 |
| 217 | 22574 | 29714.4242668553 | -7140.42426685532 |
| 218 | 41385 | 29168.05673156 | 12216.94326844 |
| 219 | 18653 | 32963.4706058443 | -14310.4706058443 |
| 220 | 18472 | 26893.263680735 | -8421.26368073498 |
| 221 | 30976 | 38523.3326238059 | -7547.33262380587 |
| 222 | 63339 | 65660.093801611 | -2321.09380161105 |
| 223 | 25568 | 44165.4469060063 | -18597.4469060063 |
| 224 | 33747 | 40251.229764192 | -6504.22976419202 |
| 225 | 4154 | 13425.610282438 | -9271.61028243804 |
| 226 | 19474 | 39407.4239972468 | -19933.4239972468 |
| 227 | 35130 | 29104.5607526979 | 6025.43924730213 |
| 228 | 39067 | 39040.3070712851 | 26.6929287148696 |
| 229 | 13310 | 25285.4578610537 | -11975.4578610537 |
| 230 | 65892 | 31423.5065348893 | 34468.4934651107 |
| 231 | 4143 | 13078.6043366531 | -8935.60433665306 |
| 232 | 28579 | 40773.6357097298 | -12194.6357097298 |
| 233 | 51776 | 46249.5244680165 | 5526.47553198349 |
| 234 | 21152 | 25522.0500817848 | -4370.05008178481 |
| 235 | 38084 | 35837.2380787968 | 2246.76192120319 |
| 236 | 27717 | 32386.4829719511 | -4669.48297195114 |
| 237 | 32928 | 34037.7465489587 | -1109.7465489587 |
| 238 | 11342 | 27561.7812558701 | -16219.7812558701 |
| 239 | 19499 | 33645.5398654401 | -14146.5398654401 |
| 240 | 16380 | 22164.6535779511 | -5784.65357795111 |
| 241 | 36874 | 35845.2956077757 | 1028.70439222434 |
| 242 | 48259 | 62005.6323748891 | -13746.6323748891 |
| 243 | 16734 | 26839.1084607542 | -10105.1084607542 |
| 244 | 28207 | 29277.0103657926 | -1070.01036579264 |
| 245 | 30143 | 35203.9566211994 | -5060.95662119943 |
| 246 | 41369 | 38251.6644986128 | 3117.33550138724 |
| 247 | 45833 | 44216.0009331544 | 1616.99906684556 |
| 248 | 29156 | 31036.6436349452 | -1880.64363494518 |
| 249 | 35944 | 25744.075399988 | 10199.924600012 |
| 250 | 36278 | 31829.8654189234 | 4448.13458107658 |
| 251 | 45588 | 47994.9121112039 | -2406.91211120386 |
| 252 | 45097 | 44842.277363911 | 254.722636088984 |
| 253 | 3895 | 15850.5378938326 | -11955.5378938326 |
| 254 | 28394 | 29454.4513245371 | -1060.4513245371 |
| 255 | 18632 | 30646.3967169268 | -12014.3967169268 |
| 256 | 2325 | 12677.2095597024 | -10352.2095597024 |
| 257 | 25139 | 25445.3379141905 | -306.337914190472 |
| 258 | 27975 | 27219.6044031404 | 755.395596859613 |
| 259 | 14483 | 25740.9491712086 | -11257.9491712086 |
| 260 | 13127 | 23867.6573146134 | -10740.6573146134 |
| 261 | 5839 | 11177.8564029382 | -5338.85640293816 |
| 262 | 24069 | 39069.6764617811 | -15000.6764617811 |
| 263 | 3738 | 12657.3600065171 | -8919.36000651708 |
| 264 | 18625 | 31753.9076545613 | -13128.9076545613 |
| 265 | 36341 | 26161.7152964378 | 10179.2847035622 |
| 266 | 24548 | 35666.1081842741 | -11118.1081842741 |
| 267 | 21792 | 34616.2236770077 | -12824.2236770077 |
| 268 | 26263 | 25595.2400015783 | 667.759998421691 |
| 269 | 23686 | 42984.3550896373 | -19298.3550896373 |
| 270 | 49303 | 39656.3188612806 | 9646.68113871936 |
| 271 | 25659 | 33600.7653221676 | -7941.76532216764 |
| 272 | 28904 | 28746.7246125674 | 157.275387432645 |
| 273 | 2781 | 9780.41118379606 | -6999.41118379606 |
| 274 | 29236 | 37028.9232364339 | -7792.92323643392 |
| 275 | 19546 | 26101.3005518644 | -6555.30055186438 |
| 276 | 22818 | 18368.0879745597 | 4449.91202544035 |
| 277 | 32689 | 12439.2721312231 | 20249.7278687769 |
| 278 | 5752 | 17329.6071282074 | -11577.6071282074 |
| 279 | 22197 | 39848.3850075153 | -17651.3850075153 |
| 280 | 20055 | 30290.2284243678 | -10235.2284243678 |
| 281 | 25272 | 27369.5083703043 | -2097.50837030434 |
| 282 | 82206 | 22456.8657950931 | 59749.1342049069 |
| 283 | 32073 | 24259.9621707596 | 7813.03782924041 |
| 284 | 5444 | 13448.2438328153 | -8004.24383281534 |
| 285 | 20154 | 24132.6535499841 | -3978.65354998411 |
| 286 | 36944 | 19042.5192730154 | 17901.4807269846 |
| 287 | 8019 | 19394.4373114812 | -11375.4373114812 |
| 288 | 30884 | 45223.9082829368 | -14339.9082829368 |
| 289 | 19540 | 32022.8768360604 | -12482.8768360604 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 8 | 0.372066009208791 | 0.744132018417581 | 0.627933990791209 |
| 9 | 0.380289601481624 | 0.760579202963248 | 0.619710398518376 |
| 10 | 0.261119258746031 | 0.522238517492062 | 0.738880741253969 |
| 11 | 0.227769654073898 | 0.455539308147795 | 0.772230345926102 |
| 12 | 0.184175994390044 | 0.368351988780087 | 0.815824005609956 |
| 13 | 0.139039435646261 | 0.278078871292521 | 0.860960564353739 |
| 14 | 0.0919109239921138 | 0.183821847984228 | 0.908089076007886 |
| 15 | 0.0546190318261832 | 0.109238063652366 | 0.945380968173817 |
| 16 | 0.0312733480964417 | 0.0625466961928834 | 0.968726651903558 |
| 17 | 0.0178155332641181 | 0.0356310665282363 | 0.982184466735882 |
| 18 | 0.0253312390323839 | 0.0506624780647678 | 0.974668760967616 |
| 19 | 0.0191021507697435 | 0.0382043015394869 | 0.980897849230257 |
| 20 | 0.0313517508240978 | 0.0627035016481956 | 0.968648249175902 |
| 21 | 0.132384564444239 | 0.264769128888478 | 0.867615435555761 |
| 22 | 0.12565030485592 | 0.251300609711841 | 0.87434969514408 |
| 23 | 0.107976890120203 | 0.215953780240406 | 0.892023109879797 |
| 24 | 0.0776699977932984 | 0.155339995586597 | 0.922330002206702 |
| 25 | 0.0701514736557126 | 0.140302947311425 | 0.929848526344287 |
| 26 | 0.121340996482648 | 0.242681992965296 | 0.878659003517352 |
| 27 | 0.0904723803165055 | 0.180944760633011 | 0.909527619683494 |
| 28 | 0.0660970734260613 | 0.132194146852123 | 0.933902926573939 |
| 29 | 0.0653197829172734 | 0.130639565834547 | 0.934680217082727 |
| 30 | 0.0621372017534891 | 0.124274403506978 | 0.937862798246511 |
| 31 | 0.0469966067225226 | 0.0939932134450452 | 0.953003393277477 |
| 32 | 0.0346161866075523 | 0.0692323732151046 | 0.965383813392448 |
| 33 | 0.0244840618734448 | 0.0489681237468896 | 0.975515938126555 |
| 34 | 0.0195290375239441 | 0.0390580750478882 | 0.980470962476056 |
| 35 | 0.0312642308275688 | 0.0625284616551376 | 0.968735769172431 |
| 36 | 0.031191723012514 | 0.062383446025028 | 0.968808276987486 |
| 37 | 0.0269156625087247 | 0.0538313250174494 | 0.973084337491275 |
| 38 | 0.0198216059764397 | 0.0396432119528795 | 0.98017839402356 |
| 39 | 0.0151200877559557 | 0.0302401755119114 | 0.984879912244044 |
| 40 | 0.0153600542589953 | 0.0307201085179906 | 0.984639945741005 |
| 41 | 0.0135480319706779 | 0.0270960639413559 | 0.986451968029322 |
| 42 | 0.0128967113442731 | 0.0257934226885463 | 0.987103288655727 |
| 43 | 0.0142416159553437 | 0.0284832319106875 | 0.985758384044656 |
| 44 | 0.012367353386694 | 0.024734706773388 | 0.987632646613306 |
| 45 | 0.0112177319020666 | 0.0224354638041332 | 0.988782268097933 |
| 46 | 0.00803408737829047 | 0.0160681747565809 | 0.99196591262171 |
| 47 | 0.00727147981402023 | 0.0145429596280405 | 0.99272852018598 |
| 48 | 0.00594455601594821 | 0.0118891120318964 | 0.994055443984052 |
| 49 | 0.00411936960011451 | 0.00823873920022902 | 0.995880630399886 |
| 50 | 0.00723949485006304 | 0.0144789897001261 | 0.992760505149937 |
| 51 | 0.0238494095935973 | 0.0476988191871945 | 0.976150590406403 |
| 52 | 0.0181434752366133 | 0.0362869504732266 | 0.981856524763387 |
| 53 | 0.0138477152785493 | 0.0276954305570986 | 0.986152284721451 |
| 54 | 0.0244632794395531 | 0.0489265588791063 | 0.975536720560447 |
| 55 | 0.0204893390283941 | 0.0409786780567882 | 0.979510660971606 |
| 56 | 0.0175531363984838 | 0.0351062727969675 | 0.982446863601516 |
| 57 | 0.0155501611117592 | 0.0311003222235185 | 0.984449838888241 |
| 58 | 0.01486209183115 | 0.0297241836623001 | 0.98513790816885 |
| 59 | 0.01128698154004 | 0.0225739630800801 | 0.98871301845996 |
| 60 | 0.00855434647531553 | 0.0171086929506311 | 0.991445653524685 |
| 61 | 0.00653126186217877 | 0.0130625237243575 | 0.993468738137821 |
| 62 | 0.0126961713162909 | 0.0253923426325818 | 0.987303828683709 |
| 63 | 0.0137859516663288 | 0.0275719033326576 | 0.986214048333671 |
| 64 | 0.011275039476014 | 0.022550078952028 | 0.988724960523986 |
| 65 | 0.0141503898127795 | 0.028300779625559 | 0.985849610187221 |
| 66 | 0.0154664290297356 | 0.0309328580594712 | 0.984533570970264 |
| 67 | 0.013534463988849 | 0.0270689279776981 | 0.986465536011151 |
| 68 | 0.0124898622434466 | 0.0249797244868933 | 0.987510137756553 |
| 69 | 0.0105860371867593 | 0.0211720743735185 | 0.989413962813241 |
| 70 | 0.00843495673153984 | 0.0168699134630797 | 0.99156504326846 |
| 71 | 0.00652044141816424 | 0.0130408828363285 | 0.993479558581836 |
| 72 | 0.00500341989712555 | 0.0100068397942511 | 0.994996580102874 |
| 73 | 0.0062177788075817 | 0.0124355576151634 | 0.993782221192418 |
| 74 | 0.0093734513180138 | 0.0187469026360276 | 0.990626548681986 |
| 75 | 0.00791701050843466 | 0.0158340210168693 | 0.992082989491565 |
| 76 | 0.00619392970210003 | 0.0123878594042001 | 0.9938060702979 |
| 77 | 0.00523480711770039 | 0.0104696142354008 | 0.9947651928823 |
| 78 | 0.00389071814093756 | 0.00778143628187512 | 0.996109281859062 |
| 79 | 0.00294189964885998 | 0.00588379929771996 | 0.99705810035114 |
| 80 | 0.00217017827368908 | 0.00434035654737816 | 0.997829821726311 |
| 81 | 0.00158036469518811 | 0.00316072939037622 | 0.998419635304812 |
| 82 | 0.00126545809118203 | 0.00253091618236406 | 0.998734541908818 |
| 83 | 0.000944763210977455 | 0.00188952642195491 | 0.999055236789023 |
| 84 | 0.000685145199488405 | 0.00137029039897681 | 0.999314854800512 |
| 85 | 0.958465319661402 | 0.0830693606771968 | 0.0415346803385984 |
| 86 | 0.949752895043139 | 0.100494209913723 | 0.0502471049568614 |
| 87 | 0.939522576144877 | 0.120954847710246 | 0.0604774238551228 |
| 88 | 0.930124319273719 | 0.139751361452562 | 0.069875680726281 |
| 89 | 0.91855903604292 | 0.16288192791416 | 0.0814409639570802 |
| 90 | 0.908948704764483 | 0.182102590471035 | 0.0910512952355173 |
| 91 | 0.894533933592104 | 0.210932132815792 | 0.105466066407896 |
| 92 | 0.879811897436999 | 0.240376205126002 | 0.120188102563001 |
| 93 | 0.868513881678905 | 0.26297223664219 | 0.131486118321095 |
| 94 | 0.858794281474632 | 0.282411437050735 | 0.141205718525368 |
| 95 | 0.854825388850106 | 0.290349222299788 | 0.145174611149894 |
| 96 | 0.843206356377943 | 0.313587287244114 | 0.156793643622057 |
| 97 | 0.850583535646504 | 0.298832928706993 | 0.149416464353496 |
| 98 | 0.875613212759611 | 0.248773574480779 | 0.124386787240389 |
| 99 | 0.874767042040427 | 0.250465915919146 | 0.125232957959573 |
| 100 | 0.858993499078271 | 0.282013001843459 | 0.141006500921729 |
| 101 | 0.838521626767686 | 0.322956746464628 | 0.161478373232314 |
| 102 | 0.822635631530113 | 0.354728736939774 | 0.177364368469887 |
| 103 | 0.802801637597616 | 0.394396724804768 | 0.197198362402384 |
| 104 | 0.836302842571513 | 0.327394314856975 | 0.163697157428487 |
| 105 | 0.841321993638268 | 0.317356012723465 | 0.158678006361732 |
| 106 | 0.838794931369236 | 0.322410137261528 | 0.161205068630764 |
| 107 | 0.818057471072216 | 0.363885057855568 | 0.181942528927784 |
| 108 | 0.799956720881556 | 0.400086558236888 | 0.200043279118444 |
| 109 | 0.775078153738034 | 0.449843692523933 | 0.224921846261966 |
| 110 | 0.761465371435956 | 0.477069257128088 | 0.238534628564044 |
| 111 | 0.735611957497161 | 0.528776085005678 | 0.264388042502839 |
| 112 | 0.714364239089652 | 0.571271521820696 | 0.285635760910348 |
| 113 | 0.69134613657656 | 0.617307726846879 | 0.30865386342344 |
| 114 | 0.69775769621299 | 0.604484607574019 | 0.30224230378701 |
| 115 | 0.73136702416351 | 0.537265951672981 | 0.26863297583649 |
| 116 | 0.721696606210688 | 0.556606787578624 | 0.278303393789312 |
| 117 | 0.695581788339063 | 0.608836423321874 | 0.304418211660937 |
| 118 | 0.685814035479151 | 0.628371929041698 | 0.314185964520849 |
| 119 | 0.980656520924998 | 0.0386869581500048 | 0.0193434790750024 |
| 120 | 0.976309681847622 | 0.0473806363047565 | 0.0236903181523783 |
| 121 | 0.975908978078045 | 0.0481820438439109 | 0.0240910219219554 |
| 122 | 0.973010300986872 | 0.0539793980262557 | 0.0269896990131278 |
| 123 | 0.96971726462641 | 0.0605654707471808 | 0.0302827353735904 |
| 124 | 0.99963874466581 | 0.000722510668379224 | 0.000361255334189612 |
| 125 | 0.99968343868646 | 0.000633122627079137 | 0.000316561313539569 |
| 126 | 0.999591524454719 | 0.000816951090561154 | 0.000408475545280577 |
| 127 | 0.999494952071013 | 0.00101009585797431 | 0.000505047928987156 |
| 128 | 0.999339195229643 | 0.00132160954071389 | 0.000660804770356947 |
| 129 | 0.999189171315888 | 0.0016216573682246 | 0.000810828684112302 |
| 130 | 0.99901303287761 | 0.00197393424478056 | 0.000986967122390281 |
| 131 | 0.998698892448333 | 0.00260221510333463 | 0.00130110755166732 |
| 132 | 0.998579079322879 | 0.00284184135424198 | 0.00142092067712099 |
| 133 | 0.998131321469105 | 0.00373735706179044 | 0.00186867853089522 |
| 134 | 0.997746840828686 | 0.00450631834262787 | 0.00225315917131394 |
| 135 | 0.997782619036976 | 0.00443476192604886 | 0.00221738096302443 |
| 136 | 0.998736750283286 | 0.0025264994334271 | 0.00126324971671355 |
| 137 | 0.998460008381564 | 0.00307998323687283 | 0.00153999161843641 |
| 138 | 0.998710289792045 | 0.00257942041591088 | 0.00128971020795544 |
| 139 | 0.998721193005795 | 0.00255761398841061 | 0.0012788069942053 |
| 140 | 0.998459880295143 | 0.00308023940971305 | 0.00154011970485652 |
| 141 | 0.998107319200768 | 0.00378536159846343 | 0.00189268079923172 |
| 142 | 0.997558146806154 | 0.00488370638769307 | 0.00244185319384654 |
| 143 | 0.996829268364865 | 0.00634146327026998 | 0.00317073163513499 |
| 144 | 0.996546984206487 | 0.00690603158702512 | 0.00345301579351256 |
| 145 | 0.998121394291518 | 0.00375721141696349 | 0.00187860570848174 |
| 146 | 0.997599954076844 | 0.00480009184631194 | 0.00240004592315597 |
| 147 | 0.999816037666612 | 0.000367924666775812 | 0.000183962333387906 |
| 148 | 0.999915101728261 | 0.000169796543478757 | 8.48982717393787e-05 |
| 149 | 0.999889679064562 | 0.000220641870874924 | 0.000110320935437462 |
| 150 | 0.999911348186287 | 0.000177303627426605 | 8.86518137133023e-05 |
| 151 | 0.999892413507237 | 0.000215172985526626 | 0.000107586492763313 |
| 152 | 0.999875249055384 | 0.000249501889231218 | 0.000124750944615609 |
| 153 | 0.999828207021795 | 0.000343585956410199 | 0.0001717929782051 |
| 154 | 0.999868702692275 | 0.0002625946154494 | 0.0001312973077247 |
| 155 | 0.999827237799139 | 0.000345524401722292 | 0.000172762200861146 |
| 156 | 0.999955894636529 | 8.82107269423534e-05 | 4.41053634711767e-05 |
| 157 | 0.9999380059656 | 0.000123988068800935 | 6.19940344004673e-05 |
| 158 | 0.999918352566727 | 0.000163294866545679 | 8.16474332728396e-05 |
| 159 | 0.999913535920757 | 0.000172928158485409 | 8.64640792427046e-05 |
| 160 | 0.999906480612666 | 0.000187038774667915 | 9.35193873339575e-05 |
| 161 | 0.999877125982588 | 0.000245748034823408 | 0.000122874017411704 |
| 162 | 0.999999994593177 | 1.08136464580049e-08 | 5.40682322900247e-09 |
| 163 | 0.999999991459311 | 1.70813789008927e-08 | 8.54068945044633e-09 |
| 164 | 0.999999992280836 | 1.54383275405231e-08 | 7.71916377026154e-09 |
| 165 | 0.999999987176016 | 2.56479676895497e-08 | 1.28239838447748e-08 |
| 166 | 0.999999989871478 | 2.02570448096576e-08 | 1.01285224048288e-08 |
| 167 | 0.999999987988248 | 2.40235043967024e-08 | 1.20117521983512e-08 |
| 168 | 0.999999992030992 | 1.59380152918072e-08 | 7.96900764590359e-09 |
| 169 | 0.999999992269044 | 1.54619128647012e-08 | 7.73095643235062e-09 |
| 170 | 0.999999996157618 | 7.68476357931168e-09 | 3.84238178965584e-09 |
| 171 | 0.999999998563963 | 2.87207434456774e-09 | 1.43603717228387e-09 |
| 172 | 0.999999997954437 | 4.09112707895862e-09 | 2.04556353947931e-09 |
| 173 | 0.999999997984994 | 4.03001286359095e-09 | 2.01500643179547e-09 |
| 174 | 0.999999996810071 | 6.37985795119975e-09 | 3.18992897559988e-09 |
| 175 | 0.999999999984107 | 3.17851022195469e-11 | 1.58925511097735e-11 |
| 176 | 0.999999999982871 | 3.42574494271297e-11 | 1.71287247135649e-11 |
| 177 | 0.9999999999983 | 3.40070988940402e-12 | 1.70035494470201e-12 |
| 178 | 0.99999999999685 | 6.29958577186583e-12 | 3.14979288593291e-12 |
| 179 | 0.99999999999925 | 1.49936119722421e-12 | 7.49680598612104e-13 |
| 180 | 0.999999999998938 | 2.12398755590146e-12 | 1.06199377795073e-12 |
| 181 | 0.999999999998221 | 3.55859385615673e-12 | 1.77929692807837e-12 |
| 182 | 0.999999999999382 | 1.23641952402853e-12 | 6.18209762014267e-13 |
| 183 | 0.999999999999016 | 1.96886922203878e-12 | 9.8443461101939e-13 |
| 184 | 0.999999999998432 | 3.13628281953078e-12 | 1.56814140976539e-12 |
| 185 | 0.99999999999945 | 1.10086092525323e-12 | 5.50430462626616e-13 |
| 186 | 0.999999999999174 | 1.65178736446839e-12 | 8.25893682234197e-13 |
| 187 | 0.99999999999894 | 2.12031463251534e-12 | 1.06015731625767e-12 |
| 188 | 0.999999999998432 | 3.1356217448862e-12 | 1.5678108724431e-12 |
| 189 | 0.999999999998023 | 3.95399535336766e-12 | 1.97699767668383e-12 |
| 190 | 0.999999999997771 | 4.45753451840162e-12 | 2.22876725920081e-12 |
| 191 | 0.999999999999085 | 1.83010614649886e-12 | 9.15053073249428e-13 |
| 192 | 0.999999999998187 | 3.62511142070147e-12 | 1.81255571035073e-12 |
| 193 | 0.999999999997121 | 5.75788973899135e-12 | 2.87894486949567e-12 |
| 194 | 0.999999999996469 | 7.06175706736163e-12 | 3.53087853368082e-12 |
| 195 | 0.999999999993127 | 1.37466694620571e-11 | 6.87333473102855e-12 |
| 196 | 0.999999999991819 | 1.63617933069562e-11 | 8.1808966534781e-12 |
| 197 | 0.999999999984621 | 3.07574610276723e-11 | 1.53787305138361e-11 |
| 198 | 0.999999999997632 | 4.73637982992994e-12 | 2.36818991496497e-12 |
| 199 | 0.999999999998138 | 3.72452631325602e-12 | 1.86226315662801e-12 |
| 200 | 0.999999999997202 | 5.59499497196845e-12 | 2.79749748598423e-12 |
| 201 | 0.999999999994917 | 1.01661815886876e-11 | 5.08309079434382e-12 |
| 202 | 0.999999999991972 | 1.60560929358864e-11 | 8.02804646794319e-12 |
| 203 | 0.999999999983946 | 3.2108902523583e-11 | 1.60544512617915e-11 |
| 204 | 0.999999999972463 | 5.50749372422526e-11 | 2.75374686211263e-11 |
| 205 | 0.99999999994725 | 1.05499740471214e-10 | 5.27498702356068e-11 |
| 206 | 0.999999999894784 | 2.10431735297009e-10 | 1.05215867648505e-10 |
| 207 | 0.999999999809809 | 3.8038119215001e-10 | 1.90190596075005e-10 |
| 208 | 0.999999999644043 | 7.11913457491595e-10 | 3.55956728745797e-10 |
| 209 | 0.999999999398082 | 1.20383509435144e-09 | 6.0191754717572e-10 |
| 210 | 0.999999999301354 | 1.39729249169901e-09 | 6.98646245849503e-10 |
| 211 | 0.999999999217723 | 1.56455480867563e-09 | 7.82277404337814e-10 |
| 212 | 0.999999998480833 | 3.03833348521063e-09 | 1.51916674260532e-09 |
| 213 | 0.999999997084974 | 5.83005294779879e-09 | 2.9150264738994e-09 |
| 214 | 0.999999995060569 | 9.87886244808996e-09 | 4.93943122404498e-09 |
| 215 | 0.999999998283251 | 3.43349884422505e-09 | 1.71674942211252e-09 |
| 216 | 0.999999997311895 | 5.37620987311222e-09 | 2.68810493655611e-09 |
| 217 | 0.999999995018574 | 9.96285216992025e-09 | 4.98142608496012e-09 |
| 218 | 0.999999994101655 | 1.17966910216911e-08 | 5.89834551084555e-09 |
| 219 | 0.999999992284346 | 1.54313074671744e-08 | 7.71565373358718e-09 |
| 220 | 0.99999998681584 | 2.63683206225702e-08 | 1.31841603112851e-08 |
| 221 | 0.999999975504263 | 4.89914732793709e-08 | 2.44957366396855e-08 |
| 222 | 0.999999956137724 | 8.77245527492832e-08 | 4.38622763746416e-08 |
| 223 | 0.999999944336394 | 1.11327211015823e-07 | 5.56636055079117e-08 |
| 224 | 0.999999896100722 | 2.07798555333457e-07 | 1.03899277666728e-07 |
| 225 | 0.999999834847954 | 3.30304091593666e-07 | 1.65152045796833e-07 |
| 226 | 0.9999998784149 | 2.4317020003549e-07 | 1.21585100017745e-07 |
| 227 | 0.999999784044104 | 4.31911791869118e-07 | 2.15955895934559e-07 |
| 228 | 0.999999598189363 | 8.03621273288361e-07 | 4.0181063664418e-07 |
| 229 | 0.999999451637022 | 1.09672595536623e-06 | 5.48362977683117e-07 |
| 230 | 0.999999972543119 | 5.49137613471149e-08 | 2.74568806735574e-08 |
| 231 | 0.999999950886193 | 9.82276143913357e-08 | 4.91138071956679e-08 |
| 232 | 0.999999907240099 | 1.85519801432457e-07 | 9.27599007162287e-08 |
| 233 | 0.999999846061922 | 3.07876155960027e-07 | 1.53938077980014e-07 |
| 234 | 0.999999701920725 | 5.96158550949395e-07 | 2.98079275474697e-07 |
| 235 | 0.999999500113218 | 9.99773564013251e-07 | 4.99886782006625e-07 |
| 236 | 0.999999098457709 | 1.80308458229162e-06 | 9.01542291145811e-07 |
| 237 | 0.999998304468158 | 3.39106368357963e-06 | 1.69553184178981e-06 |
| 238 | 0.999998354752743 | 3.29049451464023e-06 | 1.64524725732012e-06 |
| 239 | 0.999997411968589 | 5.17606282178052e-06 | 2.58803141089026e-06 |
| 240 | 0.999995490853482 | 9.01829303681614e-06 | 4.50914651840807e-06 |
| 241 | 0.999992027714798 | 1.59445704034758e-05 | 7.97228520173792e-06 |
| 242 | 0.999985811570037 | 2.83768599267027e-05 | 1.41884299633514e-05 |
| 243 | 0.999977329111331 | 4.53417773378173e-05 | 2.26708886689087e-05 |
| 244 | 0.999962197596331 | 7.56048073380088e-05 | 3.78024036690044e-05 |
| 245 | 0.999934292490249 | 0.000131415019502567 | 6.57075097512835e-05 |
| 246 | 0.999896888029894 | 0.000206223940212708 | 0.000103111970106354 |
| 247 | 0.999842528956908 | 0.000314942086184562 | 0.000157471043092281 |
| 248 | 0.999730031442937 | 0.000539937114126327 | 0.000269968557063163 |
| 249 | 0.999599872768156 | 0.00080025446368889 | 0.000400127231844445 |
| 250 | 0.999549057327978 | 0.000901885344043406 | 0.000450942672021703 |
| 251 | 0.999290371002264 | 0.00141925799547118 | 0.000709628997735589 |
| 252 | 0.998934303103504 | 0.0021313937929928 | 0.0010656968964964 |
| 253 | 0.998797112255515 | 0.00240577548897079 | 0.00120288774448539 |
| 254 | 0.998248643018575 | 0.00350271396284933 | 0.00175135698142467 |
| 255 | 0.997287587040524 | 0.00542482591895273 | 0.00271241295947637 |
| 256 | 0.996736452058109 | 0.00652709588378206 | 0.00326354794189103 |
| 257 | 0.99481771358394 | 0.0103645728321194 | 0.00518228641605969 |
| 258 | 0.993255195393477 | 0.013489609213046 | 0.00674480460652301 |
| 259 | 0.989531804159803 | 0.020936391680393 | 0.0104681958401965 |
| 260 | 0.985071421376506 | 0.0298571572469888 | 0.0149285786234944 |
| 261 | 0.97901362974339 | 0.0419727405132203 | 0.0209863702566101 |
| 262 | 0.968995174658107 | 0.0620096506837864 | 0.0310048253418932 |
| 263 | 0.962154963902731 | 0.075690072194537 | 0.0378450360972685 |
| 264 | 0.946003183339102 | 0.107993633321796 | 0.0539968166608979 |
| 265 | 0.933636738280552 | 0.132726523438896 | 0.0663632617194479 |
| 266 | 0.912797363135639 | 0.174405273728722 | 0.0872026368643608 |
| 267 | 0.881635460904748 | 0.236729078190504 | 0.118364539095252 |
| 268 | 0.857467409835116 | 0.285065180329769 | 0.142532590164884 |
| 269 | 0.818871235919723 | 0.362257528160554 | 0.181128764080277 |
| 270 | 0.813362607549455 | 0.37327478490109 | 0.186637392450545 |
| 271 | 0.753663981897908 | 0.492672036204185 | 0.246336018102092 |
| 272 | 0.698559587511724 | 0.602880824976552 | 0.301440412488276 |
| 273 | 0.663529264932507 | 0.672941470134987 | 0.336470735067493 |
| 274 | 0.587838528248683 | 0.824322943502633 | 0.412161471751317 |
| 275 | 0.510887665062098 | 0.978224669875805 | 0.489112334937902 |
| 276 | 0.457767894380322 | 0.915535788760644 | 0.542232105619678 |
| 277 | 0.373103610772062 | 0.746207221544124 | 0.626896389227938 |
| 278 | 0.298681899393645 | 0.59736379878729 | 0.701318100606355 |
| 279 | 0.320494420860633 | 0.640988841721265 | 0.679505579139367 |
| 280 | 0.61033860184368 | 0.77932279631264 | 0.38966139815632 |
| 281 | 0.461387270650121 | 0.922774541300243 | 0.538612729349879 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 141 | 0.514598540145985 | NOK |
| 5% type I error level | 192 | 0.700729927007299 | NOK |
| 10% type I error level | 205 | 0.748175182481752 | NOK |
