| Multiple Linear Regression - Estimated Regression Equation |
| compendiums_reviewed[t] = + 9.3962816865331 + 4.26330107675588e-05time_in_rfc[t] + 0.0157801883176632logins[t] + 0.0894954454919286blogged_computations[t] + 7.28068185122387e-05totsize[t] -0.00122024405901835pageviews[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) | 9.3962816865331 | 0.808174 | 11.6266 | 0 | 0 |
| time_in_rfc | 4.26330107675588e-05 | 1.2e-05 | 3.4992 | 0.000542 | 0.000271 |
| logins | 0.0157801883176632 | 0.01686 | 0.936 | 0.350082 | 0.175041 |
| blogged_computations | 0.0894954454919286 | 0.019517 | 4.5856 | 7e-06 | 3e-06 |
| totsize | 7.28068185122387e-05 | 1.5e-05 | 4.917 | 1e-06 | 1e-06 |
| pageviews | -0.00122024405901835 | 0.001209 | -1.0093 | 0.313715 | 0.156857 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.814876478594115 |
| R-squared | 0.664023675365946 |
| Adjusted R-squared | 0.658087697898913 |
| F-TEST (value) | 111.864251347617 |
| F-TEST (DF numerator) | 5 |
| F-TEST (DF denominator) | 283 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 6.19540083937017 |
| Sum Squared Residuals | 10862.3866116126 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 30 | 32.7865203690968 | -2.7865203690968 |
| 2 | 28 | 25.7411418066266 | 2.25885819337339 |
| 3 | 38 | 27.3281538146576 | 10.6718461853424 |
| 4 | 30 | 32.8283909733039 | -2.82839097330393 |
| 5 | 22 | 21.3580159475183 | 0.641984052481698 |
| 6 | 26 | 16.4620924764572 | 9.53790752354276 |
| 7 | 25 | 42.8847441005494 | -17.8847441005494 |
| 8 | 18 | 12.3917520528157 | 5.60824794718429 |
| 9 | 11 | 16.3071527908029 | -5.30715279080286 |
| 10 | 26 | 26.8204463351011 | -0.820446335101057 |
| 11 | 25 | 25.5859645234341 | -0.585964523434056 |
| 12 | 38 | 30.482721888557 | 7.51727811144304 |
| 13 | 44 | 29.2670126210048 | 14.7329873789952 |
| 14 | 30 | 22.4100963713909 | 7.58990362860909 |
| 15 | 40 | 33.8753526645091 | 6.1246473354909 |
| 16 | 34 | 25.8550949785249 | 8.14490502147509 |
| 17 | 47 | 41.9937604474304 | 5.00623955256955 |
| 18 | 30 | 36.8694211223609 | -6.86942112236093 |
| 19 | 31 | 33.0226743882429 | -2.02267438824293 |
| 20 | 23 | 29.1481803911179 | -6.14818039111793 |
| 21 | 36 | 35.363075686618 | 0.636924313381964 |
| 22 | 36 | 33.3807471686782 | 2.61925283132181 |
| 23 | 30 | 34.6077344772582 | -4.60773447725816 |
| 24 | 25 | 24.238520310047 | 0.761479689953032 |
| 25 | 39 | 28.6491417584099 | 10.3508582415901 |
| 26 | 34 | 31.267920013203 | 2.73207998679704 |
| 27 | 31 | 28.3484232698649 | 2.65157673013514 |
| 28 | 31 | 31.3706663246675 | -0.37066632466752 |
| 29 | 33 | 32.7703094978618 | 0.229690502138152 |
| 30 | 25 | 20.3010965346398 | 4.69890346536021 |
| 31 | 33 | 32.413668301689 | 0.586331698310998 |
| 32 | 35 | 34.2481467804872 | 0.75185321951276 |
| 33 | 42 | 25.0328540236675 | 16.9671459763325 |
| 34 | 43 | 36.344471362772 | 6.65552863722797 |
| 35 | 30 | 20.399773584986 | 9.60022641501401 |
| 36 | 33 | 37.1369672222254 | -4.13696722222541 |
| 37 | 13 | 17.9197761661896 | -4.91977616618959 |
| 38 | 32 | 27.3660655411277 | 4.63393445887234 |
| 39 | 36 | 34.8555304262526 | 1.14446957374737 |
| 40 | 0 | 9.84711808096687 | -9.84711808096687 |
| 41 | 28 | 25.0696184065797 | 2.93038159342025 |
| 42 | 14 | 18.566928062179 | -4.56692806217905 |
| 43 | 17 | 17.9573962297395 | -0.957396229739516 |
| 44 | 32 | 34.5905762180553 | -2.59057621805533 |
| 45 | 30 | 33.1882899009396 | -3.18828990093955 |
| 46 | 35 | 24.4436989991366 | 10.5563010008634 |
| 47 | 20 | 23.2964995532321 | -3.29649955323211 |
| 48 | 28 | 26.2381996929862 | 1.76180030701378 |
| 49 | 28 | 20.3715854953903 | 7.62841450460971 |
| 50 | 39 | 21.0140335591075 | 17.9859664408925 |
| 51 | 34 | 35.5971780602984 | -1.59717806029839 |
| 52 | 26 | 16.4932105371146 | 9.50678946288542 |
| 53 | 39 | 30.190418550665 | 8.80958144933501 |
| 54 | 39 | 38.9530502035391 | 0.0469497964608869 |
| 55 | 33 | 27.2418167165161 | 5.75818328348389 |
| 56 | 28 | 27.9425736363722 | 0.0574263636277504 |
| 57 | 4 | 11.3501365514129 | -7.35013655141287 |
| 58 | 39 | 40.2701872707174 | -1.27018727071743 |
| 59 | 18 | 15.7784044699497 | 2.22159553005032 |
| 60 | 14 | 18.2924921943255 | -4.29249219432546 |
| 61 | 29 | 29.1825624630289 | -0.182562463028923 |
| 62 | 44 | 37.7488440201079 | 6.25115597989214 |
| 63 | 21 | 37.8239602890375 | -16.8239602890375 |
| 64 | 16 | 17.2829488409207 | -1.28294884092071 |
| 65 | 28 | 35.1631707905377 | -7.1631707905377 |
| 66 | 35 | 38.2462602078163 | -3.24626020781635 |
| 67 | 28 | 29.1821739424033 | -1.18217394240329 |
| 68 | 38 | 41.6722341733666 | -3.67223417336664 |
| 69 | 23 | 38.1728889763213 | -15.1728889763213 |
| 70 | 36 | 24.0644813641735 | 11.9355186358265 |
| 71 | 32 | 28.2958136493438 | 3.70418635065617 |
| 72 | 29 | 27.7842701663243 | 1.21572983367569 |
| 73 | 25 | 26.4250717583089 | -1.42507175830894 |
| 74 | 27 | 29.0657352168489 | -2.06573521684891 |
| 75 | 36 | 28.5974160171581 | 7.40258398284191 |
| 76 | 28 | 33.1088626286137 | -5.10886262861366 |
| 77 | 23 | 30.0313305612224 | -7.03133056122241 |
| 78 | 40 | 27.6048689370769 | 12.3951310629231 |
| 79 | 23 | 15.5635542600534 | 7.43644573994659 |
| 80 | 40 | 27.8323299840623 | 12.1676700159377 |
| 81 | 28 | 27.8067157541645 | 0.193284245835516 |
| 82 | 34 | 28.9396097558828 | 5.06039024411724 |
| 83 | 33 | 37.0337718584168 | -4.03377185841676 |
| 84 | 28 | 33.5341237440986 | -5.53412374409855 |
| 85 | 34 | 39.7356139784901 | -5.73561397849014 |
| 86 | 30 | 27.5306790960306 | 2.4693209039694 |
| 87 | 33 | 25.0097220830473 | 7.99027791695272 |
| 88 | 22 | 21.312484561578 | 0.687515438421954 |
| 89 | 38 | 40.2505762437467 | -2.25057624374669 |
| 90 | 26 | 20.5007435512545 | 5.4992564487455 |
| 91 | 35 | 31.9763933541461 | 3.02360664585392 |
| 92 | 8 | 20.6881886906994 | -12.6881886906994 |
| 93 | 24 | 16.6341122437308 | 7.36588775626921 |
| 94 | 29 | 27.3426091105823 | 1.65739088941773 |
| 95 | 20 | 19.7620160876192 | 0.237983912380784 |
| 96 | 29 | 31.8473657317676 | -2.84736573176763 |
| 97 | 45 | 30.1270311045224 | 14.8729688954776 |
| 98 | 37 | 35.3701559639355 | 1.62984403606447 |
| 99 | 33 | 26.0250093461415 | 6.9749906538585 |
| 100 | 33 | 34.7552372712964 | -1.75523727129639 |
| 101 | 25 | 21.1431549724866 | 3.85684502751335 |
| 102 | 32 | 29.6256645783578 | 2.37433542164222 |
| 103 | 29 | 31.6877384526375 | -2.68773845263748 |
| 104 | 28 | 29.9990935775196 | -1.99909357751956 |
| 105 | 28 | 33.466620233246 | -5.46662023324604 |
| 106 | 31 | 41.7399174733668 | -10.7399174733668 |
| 107 | 52 | 37.3147246954993 | 14.6852753045007 |
| 108 | 21 | 17.0850322578424 | 3.91496774215761 |
| 109 | 24 | 44.123178554241 | -20.123178554241 |
| 110 | 41 | 34.3593861523042 | 6.64061384769584 |
| 111 | 33 | 37.8429945998425 | -4.84299459984254 |
| 112 | 32 | 22.3729124936913 | 9.62708750630872 |
| 113 | 19 | 15.0768116378522 | 3.92318836214783 |
| 114 | 20 | 24.4546554906942 | -4.45465549069416 |
| 115 | 31 | 29.8754606481465 | 1.12453935185347 |
| 116 | 31 | 32.1547381800453 | -1.15473818004534 |
| 117 | 32 | 37.9850063244723 | -5.98500632447229 |
| 118 | 18 | 25.1727644549572 | -7.17276445495718 |
| 119 | 23 | 29.8852503244235 | -6.88525032442346 |
| 120 | 17 | 18.5140501803045 | -1.51405018030448 |
| 121 | 20 | 21.9983771358476 | -1.99837713584765 |
| 122 | 12 | 15.1351359228729 | -3.13513592287291 |
| 123 | 17 | 19.0895510803877 | -2.08955108038773 |
| 124 | 30 | 30.9487985198275 | -0.948798519827486 |
| 125 | 31 | 31.666699502464 | -0.666699502463993 |
| 126 | 10 | 16.3552272875718 | -6.35522728757182 |
| 127 | 13 | 18.9667997626112 | -5.96679976261121 |
| 128 | 22 | 22.5606547000655 | -0.560654700065512 |
| 129 | 42 | 37.8071193161943 | 4.19288068380574 |
| 130 | 1 | 11.2138678535453 | -10.2138678535453 |
| 131 | 9 | 11.7747399037624 | -2.77473990376238 |
| 132 | 32 | 29.2241697877659 | 2.77583021223411 |
| 133 | 11 | 15.6715676039631 | -4.67156760396314 |
| 134 | 25 | 18.5638825325168 | 6.43611746748325 |
| 135 | 36 | 23.3202932213424 | 12.6797067786576 |
| 136 | 31 | 38.3993165577847 | -7.39931655778473 |
| 137 | 0 | 10.4943572692715 | -10.4943572692715 |
| 138 | 24 | 29.4869413352323 | -5.48694133523233 |
| 139 | 13 | 14.2072332477583 | -1.20723324775829 |
| 140 | 8 | 13.126148151295 | -5.12614815129503 |
| 141 | 13 | 13.1230440361776 | -0.123044036177633 |
| 142 | 19 | 24.1292409577861 | -5.1292409577861 |
| 143 | 18 | 14.4106387119058 | 3.58936128809424 |
| 144 | 33 | 32.3870342632123 | 0.61296573678767 |
| 145 | 40 | 29.8620557632739 | 10.1379442367261 |
| 146 | 22 | 16.2597087476951 | 5.74029125230489 |
| 147 | 38 | 24.0248541381598 | 13.9751458618402 |
| 148 | 24 | 21.9168426739094 | 2.08315732609064 |
| 149 | 8 | 12.9395486839614 | -4.93954868396144 |
| 150 | 35 | 24.9167661357769 | 10.0832338642231 |
| 151 | 43 | 35.1843283234457 | 7.81567167655433 |
| 152 | 43 | 26.6432940578206 | 16.3567059421794 |
| 153 | 14 | 19.7898739839127 | -5.78987398391266 |
| 154 | 41 | 40.1826855138637 | 0.817314486136327 |
| 155 | 38 | 38.1723645279691 | -0.172364527969139 |
| 156 | 45 | 50.0262136485396 | -5.02621364853959 |
| 157 | 31 | 25.8334106955102 | 5.16658930448983 |
| 158 | 13 | 16.5514057044876 | -3.55140570448758 |
| 159 | 28 | 19.4014515939333 | 8.59854840606669 |
| 160 | 31 | 32.715938609111 | -1.71593860911104 |
| 161 | 40 | 39.0696278832151 | 0.930372116784881 |
| 162 | 30 | 21.529570098902 | 8.47042990109797 |
| 163 | 16 | 21.5998301014872 | -5.59983010148718 |
| 164 | 37 | 40.9899532918694 | -3.98995329186942 |
| 165 | 30 | 22.0616766505892 | 7.93832334941083 |
| 166 | 35 | 30.6632628649134 | 4.33673713508659 |
| 167 | 32 | 25.4278709289624 | 6.5721290710376 |
| 168 | 27 | 22.5836133158307 | 4.41638668416925 |
| 169 | 20 | 21.1070234145872 | -1.10702341458724 |
| 170 | 18 | 28.7190286073214 | -10.7190286073214 |
| 171 | 31 | 34.9339181389151 | -3.93391813891507 |
| 172 | 31 | 34.1876714400036 | -3.18767144000357 |
| 173 | 21 | 21.6743259089586 | -0.674325908958588 |
| 174 | 39 | 37.0291853263467 | 1.97081467365332 |
| 175 | 41 | 33.9939670306006 | 7.00603296939941 |
| 176 | 13 | 18.1395327886248 | -5.13953278862478 |
| 177 | 32 | 33.9635471350946 | -1.96354713509459 |
| 178 | 18 | 16.4674832816117 | 1.53251671838829 |
| 179 | 39 | 39.1485994604133 | -0.148599460413319 |
| 180 | 14 | 19.9823261602118 | -5.98232616021175 |
| 181 | 7 | 17.1394984355917 | -10.1394984355917 |
| 182 | 17 | 20.4595637629489 | -3.45956376294886 |
| 183 | 0 | 10.7241839615138 | -10.7241839615138 |
| 184 | 30 | 25.137005336759 | 4.86299466324104 |
| 185 | 37 | 33.4063585477305 | 3.59364145226949 |
| 186 | 0 | 10.3440033478029 | -10.3440033478029 |
| 187 | 5 | 12.6465647288162 | -7.64656472881622 |
| 188 | 1 | 10.3370492252172 | -9.33704922521723 |
| 189 | 16 | 19.3463866568554 | -3.34638665685541 |
| 190 | 32 | 18.7719031968334 | 13.2280968031666 |
| 191 | 24 | 24.4992861035039 | -0.499286103503863 |
| 192 | 17 | 16.2860560014715 | 0.713943998528463 |
| 193 | 11 | 17.0519081978476 | -6.05190819784757 |
| 194 | 24 | 14.1723108101755 | 9.82768918982446 |
| 195 | 22 | 23.994933773113 | -1.99493377311297 |
| 196 | 12 | 20.4897377649168 | -8.48973776491682 |
| 197 | 19 | 14.9208433541698 | 4.07915664583015 |
| 198 | 13 | 18.1762311756651 | -5.17623117566507 |
| 199 | 17 | 19.750784646092 | -2.75078464609199 |
| 200 | 15 | 18.2953852490063 | -3.29538524900633 |
| 201 | 16 | 16.5690453682446 | -0.56904536824462 |
| 202 | 24 | 13.3396943419168 | 10.6603056580832 |
| 203 | 15 | 20.3981298241669 | -5.39812982416686 |
| 204 | 17 | 18.80298728852 | -1.80298728852004 |
| 205 | 18 | 16.2430887366844 | 1.75691126331558 |
| 206 | 20 | 13.2434723374366 | 6.75652766256342 |
| 207 | 16 | 16.4797680072325 | -0.479768007232464 |
| 208 | 16 | 21.9277653172624 | -5.92776531726235 |
| 209 | 18 | 19.4196704487901 | -1.41967044879011 |
| 210 | 22 | 19.3553621342617 | 2.64463786573829 |
| 211 | 8 | 16.2704405749206 | -8.27044057492063 |
| 212 | 17 | 19.2138331216242 | -2.21383312162422 |
| 213 | 18 | 14.6628298746109 | 3.33717012538912 |
| 214 | 16 | 17.6131550327111 | -1.61315503271111 |
| 215 | 23 | 14.2377100630861 | 8.76228993691386 |
| 216 | 22 | 12.6058125450769 | 9.39418745492307 |
| 217 | 13 | 15.2796365167378 | -2.27963651673782 |
| 218 | 13 | 15.292850282167 | -2.29285028216705 |
| 219 | 16 | 15.4691761620163 | 0.530823837983671 |
| 220 | 16 | 14.7225974455869 | 1.27740255441309 |
| 221 | 20 | 16.7749406027447 | 3.2250593972553 |
| 222 | 22 | 19.5791376747974 | 2.42086232520257 |
| 223 | 17 | 18.7155951489349 | -1.71559514893491 |
| 224 | 18 | 16.2813762993185 | 1.71862370068148 |
| 225 | 17 | 11.3209819834512 | 5.67901801654878 |
| 226 | 12 | 19.515503414266 | -7.51550341426597 |
| 227 | 7 | 16.7234088786036 | -9.72340887860359 |
| 228 | 17 | 17.6025123136016 | -0.602512313601629 |
| 229 | 14 | 15.4772981288132 | -1.47729812881321 |
| 230 | 23 | 19.2226500526942 | 3.7773499473058 |
| 231 | 17 | 10.6491726820004 | 6.35082731799956 |
| 232 | 14 | 17.4432075374243 | -3.44320753742431 |
| 233 | 15 | 18.4557147831871 | -3.45571478318712 |
| 234 | 17 | 13.9138888234835 | 3.08611117651651 |
| 235 | 21 | 16.9405764855137 | 4.05942351448632 |
| 236 | 18 | 17.1168268974021 | 0.883173102597933 |
| 237 | 18 | 19.7061905925361 | -1.70619059253609 |
| 238 | 17 | 13.6621917205851 | 3.33780827941486 |
| 239 | 17 | 15.7383064919255 | 1.26169350807449 |
| 240 | 16 | 13.390313471311 | 2.60968652868897 |
| 241 | 15 | 16.8430321510554 | -1.84303215105536 |
| 242 | 21 | 21.6871883395878 | -0.687188339587797 |
| 243 | 16 | 15.6248637820185 | 0.37513621798147 |
| 244 | 14 | 15.2483195030046 | -1.24831950300459 |
| 245 | 15 | 16.1554420678486 | -1.15544206784856 |
| 246 | 17 | 17.7964105977077 | -0.796410597707743 |
| 247 | 15 | 20.4582591044573 | -5.45825910445732 |
| 248 | 15 | 16.0592622113881 | -1.05926221138812 |
| 249 | 10 | 17.087884696549 | -7.08788469654904 |
| 250 | 6 | 14.8447203858453 | -8.84472038584534 |
| 251 | 22 | 20.8177994567379 | 1.18220054326213 |
| 252 | 21 | 19.9497078068781 | 1.05029219312191 |
| 253 | 1 | 11.5708990517671 | -10.5708990517671 |
| 254 | 18 | 16.2892900807599 | 1.7107099192401 |
| 255 | 17 | 15.6080565293894 | 1.39194347061057 |
| 256 | 4 | 11.3652126689113 | -7.36521266891131 |
| 257 | 10 | 14.4611487280305 | -4.46114872803049 |
| 258 | 16 | 17.2646422769741 | -1.2646422769741 |
| 259 | 16 | 14.1189207711652 | 1.88107922883484 |
| 260 | 9 | 13.3932353744652 | -4.39323537446517 |
| 261 | 16 | 10.7888149106013 | 5.21118508939871 |
| 262 | 17 | 17.6079367027873 | -0.60793670278727 |
| 263 | 7 | 11.4074429252572 | -4.40744292525716 |
| 264 | 15 | 15.797424716383 | -0.797424716383025 |
| 265 | 14 | 15.4959155365 | -1.49591553650001 |
| 266 | 14 | 17.5444463628489 | -3.54444636284894 |
| 267 | 18 | 16.6801581651179 | 1.31984183488213 |
| 268 | 12 | 16.4130386268707 | -4.41303862687066 |
| 269 | 16 | 18.6817905940155 | -2.68179059401552 |
| 270 | 21 | 18.9973704390148 | 2.00262956098521 |
| 271 | 19 | 16.4696696017938 | 2.53033039820619 |
| 272 | 16 | 15.9114166533168 | 0.0885833466831916 |
| 273 | 1 | 11.4263982647982 | -10.4263982647982 |
| 274 | 16 | 19.4921426642605 | -3.49214266426051 |
| 275 | 10 | 15.2159663423277 | -5.2159663423277 |
| 276 | 19 | 16.7353832944573 | 2.26461670554271 |
| 277 | 12 | 13.9047815489292 | -1.90478154892916 |
| 278 | 2 | 11.3942124893365 | -9.39421248933654 |
| 279 | 14 | 17.1111418838542 | -3.11114188385416 |
| 280 | 17 | 15.3846592468572 | 1.61534075314283 |
| 281 | 19 | 16.2971851439707 | 2.70281485602927 |
| 282 | 14 | 20.4604481003086 | -6.46044810030859 |
| 283 | 11 | 17.2218968242963 | -6.22189682429629 |
| 284 | 4 | 11.8326931377428 | -7.83269313774278 |
| 285 | 16 | 14.1377382225725 | 1.86226177742754 |
| 286 | 20 | 14.7724883314145 | 5.22751166858554 |
| 287 | 12 | 13.036577578845 | -1.03657757884505 |
| 288 | 15 | 16.4563137937969 | -1.45631379379695 |
| 289 | 16 | 14.5627593773348 | 1.43724062266522 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 9 | 0.684915846012223 | 0.630168307975554 | 0.315084153987777 |
| 10 | 0.664385486799729 | 0.671229026400542 | 0.335614513200271 |
| 11 | 0.53739294620443 | 0.925214107591141 | 0.46260705379557 |
| 12 | 0.787381826203193 | 0.425236347593614 | 0.212618173796807 |
| 13 | 0.864404576354962 | 0.271190847290076 | 0.135595423645038 |
| 14 | 0.858478845068857 | 0.283042309862286 | 0.141521154931143 |
| 15 | 0.91068704823823 | 0.178625903523539 | 0.0893129517617695 |
| 16 | 0.893814927987135 | 0.212370144025729 | 0.106185072012865 |
| 17 | 0.899368672177574 | 0.201262655644852 | 0.100631327822426 |
| 18 | 0.889667928718227 | 0.220664142563545 | 0.110332071281773 |
| 19 | 0.868250671220861 | 0.263498657558278 | 0.131749328779139 |
| 20 | 0.898342444768446 | 0.203315110463107 | 0.101657555231554 |
| 21 | 0.863153299532456 | 0.273693400935088 | 0.136846700467544 |
| 22 | 0.831819454676327 | 0.336361090647346 | 0.168180545323673 |
| 23 | 0.786483110203615 | 0.427033779592769 | 0.213516889796384 |
| 24 | 0.733107216787947 | 0.533785566424107 | 0.266892783212053 |
| 25 | 0.761554729112208 | 0.476890541775584 | 0.238445270887792 |
| 26 | 0.728746358838722 | 0.542507282322556 | 0.271253641161278 |
| 27 | 0.674810343015256 | 0.650379313969487 | 0.325189656984744 |
| 28 | 0.621744779959791 | 0.756510440080418 | 0.378255220040209 |
| 29 | 0.573740757010347 | 0.852518485979305 | 0.426259242989653 |
| 30 | 0.515885026051087 | 0.968229947897825 | 0.484114973948913 |
| 31 | 0.455434501818847 | 0.910869003637693 | 0.544565498181153 |
| 32 | 0.399614174333668 | 0.799228348667335 | 0.600385825666332 |
| 33 | 0.698287608762437 | 0.603424782475125 | 0.301712391237562 |
| 34 | 0.696456909439496 | 0.607086181121007 | 0.303543090560504 |
| 35 | 0.680066120326942 | 0.639867759346116 | 0.319933879673058 |
| 36 | 0.634327903065895 | 0.73134419386821 | 0.365672096934105 |
| 37 | 0.71577715026777 | 0.568445699464459 | 0.28422284973223 |
| 38 | 0.697729498131282 | 0.604541003737436 | 0.302270501868718 |
| 39 | 0.662875975269996 | 0.674248049460007 | 0.337124024730004 |
| 40 | 0.865684086948053 | 0.268631826103894 | 0.134315913051947 |
| 41 | 0.837768803009049 | 0.324462393981902 | 0.162231196990951 |
| 42 | 0.838725831078224 | 0.322548337843551 | 0.161274168921776 |
| 43 | 0.821757122837207 | 0.356485754325585 | 0.178242877162793 |
| 44 | 0.812704971898274 | 0.374590056203452 | 0.187295028101726 |
| 45 | 0.781771708945095 | 0.43645658210981 | 0.218228291054905 |
| 46 | 0.811713128572437 | 0.376573742855127 | 0.188286871427563 |
| 47 | 0.791234106869035 | 0.417531786261931 | 0.208765893130966 |
| 48 | 0.756950743710456 | 0.486098512579088 | 0.243049256289544 |
| 49 | 0.754891572268437 | 0.490216855463125 | 0.245108427731563 |
| 50 | 0.894671026572828 | 0.210657946854344 | 0.105328973427172 |
| 51 | 0.873284948726645 | 0.25343010254671 | 0.126715051273355 |
| 52 | 0.874469365261647 | 0.251061269476705 | 0.125530634738353 |
| 53 | 0.879734460547278 | 0.240531078905445 | 0.120265539452722 |
| 54 | 0.857902743734132 | 0.284194512531737 | 0.142097256265868 |
| 55 | 0.841414583261743 | 0.317170833476515 | 0.158585416738257 |
| 56 | 0.817283312332242 | 0.365433375335515 | 0.182716687667758 |
| 57 | 0.870664976733625 | 0.25867004653275 | 0.129335023266375 |
| 58 | 0.848833064768927 | 0.302333870462147 | 0.151166935231073 |
| 59 | 0.824552258781169 | 0.350895482437662 | 0.175447741218831 |
| 60 | 0.826271382748888 | 0.347457234502224 | 0.173728617251112 |
| 61 | 0.79899185843631 | 0.40201628312738 | 0.20100814156369 |
| 62 | 0.783911658575381 | 0.432176682849239 | 0.216088341424619 |
| 63 | 0.912606732168256 | 0.174786535663487 | 0.0873932678317436 |
| 64 | 0.898433223189741 | 0.203133553620519 | 0.101566776810259 |
| 65 | 0.910033145964775 | 0.179933708070451 | 0.0899668540352254 |
| 66 | 0.900621248732984 | 0.198757502534031 | 0.0993787512670156 |
| 67 | 0.883455558856284 | 0.233088882287433 | 0.116544441143716 |
| 68 | 0.868968687111325 | 0.26206262577735 | 0.131031312888675 |
| 69 | 0.951262309588017 | 0.0974753808239657 | 0.0487376904119828 |
| 70 | 0.969260394037788 | 0.0614792119244248 | 0.0307396059622124 |
| 71 | 0.96414472735779 | 0.0717105452844191 | 0.0358552726422095 |
| 72 | 0.955994693812161 | 0.0880106123756784 | 0.0440053061878392 |
| 73 | 0.94841511089491 | 0.103169778210179 | 0.0515848891050897 |
| 74 | 0.940698863200178 | 0.118602273599643 | 0.0593011367998217 |
| 75 | 0.942448476589257 | 0.115103046821487 | 0.0575515234107434 |
| 76 | 0.942471044673752 | 0.115057910652497 | 0.0575289553262484 |
| 77 | 0.951689087956589 | 0.0966218240868221 | 0.048310912043411 |
| 78 | 0.970100451785293 | 0.0597990964294135 | 0.0298995482147067 |
| 79 | 0.968402625123626 | 0.0631947497527476 | 0.0315973748763738 |
| 80 | 0.980733245277978 | 0.0385335094440442 | 0.0192667547220221 |
| 81 | 0.976215975341314 | 0.0475680493173728 | 0.0237840246586864 |
| 82 | 0.97322789586942 | 0.0535442082611607 | 0.0267721041305804 |
| 83 | 0.969147703763113 | 0.0617045924737749 | 0.0308522962368874 |
| 84 | 0.967543002548424 | 0.0649139949031519 | 0.032456997451576 |
| 85 | 0.964809559175089 | 0.0703808816498224 | 0.0351904408249112 |
| 86 | 0.957941805414713 | 0.0841163891705731 | 0.0420581945852865 |
| 87 | 0.959651744904272 | 0.0806965101914564 | 0.0403482550957282 |
| 88 | 0.952215169265578 | 0.0955696614688431 | 0.0477848307344215 |
| 89 | 0.943113813051321 | 0.113772373897359 | 0.0568861869486794 |
| 90 | 0.936963492522958 | 0.126073014954085 | 0.0630365074770424 |
| 91 | 0.927520805826471 | 0.144958388347058 | 0.0724791941735291 |
| 92 | 0.969135999285289 | 0.0617280014294217 | 0.0308640007147108 |
| 93 | 0.967716247465387 | 0.0645675050692263 | 0.0322837525346132 |
| 94 | 0.96108636090178 | 0.0778272781964409 | 0.0389136390982205 |
| 95 | 0.95457152191745 | 0.0908569561650994 | 0.0454284780825497 |
| 96 | 0.947741379407796 | 0.104517241184408 | 0.0522586205922042 |
| 97 | 0.978517498457436 | 0.042965003085128 | 0.021482501542564 |
| 98 | 0.973933494911159 | 0.052133010177682 | 0.026066505088841 |
| 99 | 0.974015738601677 | 0.0519685227966462 | 0.0259842613983231 |
| 100 | 0.968683737099591 | 0.0626325258008176 | 0.0313162629004088 |
| 101 | 0.963497418255686 | 0.0730051634886281 | 0.0365025817443141 |
| 102 | 0.956807181748821 | 0.0863856365023583 | 0.0431928182511791 |
| 103 | 0.949613858194074 | 0.100772283611851 | 0.0503861418059257 |
| 104 | 0.940971670743481 | 0.118056658513037 | 0.0590283292565186 |
| 105 | 0.937209903327046 | 0.125580193345908 | 0.0627900966729542 |
| 106 | 0.950141260436419 | 0.0997174791271618 | 0.0498587395635809 |
| 107 | 0.981868778554164 | 0.0362624428916715 | 0.0181312214458357 |
| 108 | 0.978976254599541 | 0.0420474908009173 | 0.0210237454004586 |
| 109 | 0.997175481250617 | 0.00564903749876644 | 0.00282451874938322 |
| 110 | 0.99735693474526 | 0.00528613050948037 | 0.00264306525474019 |
| 111 | 0.997015421433384 | 0.0059691571332315 | 0.00298457856661575 |
| 112 | 0.997836425473012 | 0.00432714905397534 | 0.00216357452698767 |
| 113 | 0.997337360188478 | 0.00532527962304329 | 0.00266263981152164 |
| 114 | 0.997307924672495 | 0.00538415065501023 | 0.00269207532750511 |
| 115 | 0.996547042842904 | 0.00690591431419219 | 0.00345295715709609 |
| 116 | 0.995604896056015 | 0.00879020788797013 | 0.00439510394398507 |
| 117 | 0.995495495584833 | 0.0090090088303348 | 0.0045045044151674 |
| 118 | 0.996306154904243 | 0.00738769019151359 | 0.00369384509575679 |
| 119 | 0.997275670680386 | 0.00544865863922851 | 0.00272432931961425 |
| 120 | 0.996823485987925 | 0.00635302802415002 | 0.00317651401207501 |
| 121 | 0.996245765277335 | 0.00750846944532932 | 0.00375423472266466 |
| 122 | 0.996191377169946 | 0.00761724566010876 | 0.00380862283005438 |
| 123 | 0.995541882157347 | 0.00891623568530536 | 0.00445811784265268 |
| 124 | 0.994731540558863 | 0.0105369188822745 | 0.00526845944113724 |
| 125 | 0.993504695593008 | 0.0129906088139841 | 0.00649530440699203 |
| 126 | 0.994546864914299 | 0.0109062701714019 | 0.00545313508570096 |
| 127 | 0.995074303379287 | 0.00985139324142553 | 0.00492569662071276 |
| 128 | 0.993831068975903 | 0.0123378620481937 | 0.00616893102409685 |
| 129 | 0.993072189528957 | 0.0138556209420853 | 0.00692781047104263 |
| 130 | 0.996435858712145 | 0.00712828257571047 | 0.00356414128785524 |
| 131 | 0.995945399011044 | 0.00810920197791277 | 0.00405460098895638 |
| 132 | 0.995080484640043 | 0.009839030719914 | 0.004919515359957 |
| 133 | 0.994920783002348 | 0.0101584339953036 | 0.0050792169976518 |
| 134 | 0.995053397827282 | 0.00989320434543671 | 0.00494660217271835 |
| 135 | 0.998035439348793 | 0.00392912130241308 | 0.00196456065120654 |
| 136 | 0.998174631292162 | 0.00365073741567549 | 0.00182536870783774 |
| 137 | 0.999111870324193 | 0.001776259351613 | 0.000888129675806498 |
| 138 | 0.999174774506705 | 0.0016504509865899 | 0.00082522549329495 |
| 139 | 0.998947609337827 | 0.0021047813243463 | 0.00105239066217315 |
| 140 | 0.998927843728772 | 0.0021443125424564 | 0.0010721562712282 |
| 141 | 0.99863206911115 | 0.00273586177770102 | 0.00136793088885051 |
| 142 | 0.998558069042886 | 0.00288386191422798 | 0.00144193095711399 |
| 143 | 0.998289460851037 | 0.0034210782979269 | 0.00171053914896345 |
| 144 | 0.997788219113645 | 0.00442356177271074 | 0.00221178088635537 |
| 145 | 0.998422075751956 | 0.00315584849608723 | 0.00157792424804362 |
| 146 | 0.998416062951109 | 0.00316787409778247 | 0.00158393704889124 |
| 147 | 0.999429895258358 | 0.00114020948328391 | 0.000570104741641954 |
| 148 | 0.999239871303103 | 0.0015202573937946 | 0.0007601286968973 |
| 149 | 0.999193969997346 | 0.00161206000530733 | 0.000806030002653667 |
| 150 | 0.99946703433254 | 0.0010659313349208 | 0.000532965667460398 |
| 151 | 0.999580265821191 | 0.000839468357617521 | 0.000419734178808761 |
| 152 | 0.999948432111734 | 0.00010313577653268 | 5.15678882663402e-05 |
| 153 | 0.999947544315226 | 0.000104911369547117 | 5.24556847735586e-05 |
| 154 | 0.999927682406469 | 0.000144635187061355 | 7.23175935306773e-05 |
| 155 | 0.999898350363495 | 0.000203299273009517 | 0.000101649636504759 |
| 156 | 0.999910878187915 | 0.000178243624170065 | 8.91218120850325e-05 |
| 157 | 0.999902667026934 | 0.000194665946132006 | 9.73329730660028e-05 |
| 158 | 0.999880047948192 | 0.000239904103615874 | 0.000119952051807937 |
| 159 | 0.999912866329977 | 0.000174267340046862 | 8.71336700234311e-05 |
| 160 | 0.99987963425567 | 0.00024073148865952 | 0.00012036574432976 |
| 161 | 0.999834517411207 | 0.000330965177585873 | 0.000165482588792937 |
| 162 | 0.99985473574849 | 0.000290528503020779 | 0.000145264251510389 |
| 163 | 0.999848601677259 | 0.000302796645481171 | 0.000151398322740586 |
| 164 | 0.999822090068858 | 0.000355819862283685 | 0.000177909931141842 |
| 165 | 0.999868849377304 | 0.000262301245391011 | 0.000131150622695505 |
| 166 | 0.999859607662216 | 0.000280784675567502 | 0.000140392337783751 |
| 167 | 0.999886530258625 | 0.000226939482750071 | 0.000113469741375036 |
| 168 | 0.999871621898563 | 0.000256756202874568 | 0.000128378101437284 |
| 169 | 0.999825294239481 | 0.000349411521037351 | 0.000174705760518676 |
| 170 | 0.999916886550176 | 0.000166226899648802 | 8.31134498244012e-05 |
| 171 | 0.999906436588018 | 0.00018712682396482 | 9.35634119824101e-05 |
| 172 | 0.999879275577335 | 0.00024144884533091 | 0.000120724422665455 |
| 173 | 0.999831400841105 | 0.000337198317790863 | 0.000168599158895432 |
| 174 | 0.999771951426874 | 0.000456097146252005 | 0.000228048573126003 |
| 175 | 0.999840867617853 | 0.000318264764293962 | 0.000159132382146981 |
| 176 | 0.999845931343281 | 0.000308137313438476 | 0.000154068656719238 |
| 177 | 0.999800282970139 | 0.000399434059721046 | 0.000199717029860523 |
| 178 | 0.999734311674772 | 0.000531376650455926 | 0.000265688325227963 |
| 179 | 0.999645860642453 | 0.000708278715093131 | 0.000354139357546565 |
| 180 | 0.999645231751567 | 0.000709536496865857 | 0.000354768248432928 |
| 181 | 0.99982384017218 | 0.000352319655639193 | 0.000176159827819596 |
| 182 | 0.999772334284098 | 0.000455331431803708 | 0.000227665715901854 |
| 183 | 0.999888390825562 | 0.000223218348875243 | 0.000111609174437621 |
| 184 | 0.999876922432066 | 0.000246155135867813 | 0.000123077567933906 |
| 185 | 0.999905954481326 | 0.000188091037347922 | 9.40455186739609e-05 |
| 186 | 0.999958034698608 | 8.39306027830895e-05 | 4.19653013915448e-05 |
| 187 | 0.999967922128679 | 6.41557426425737e-05 | 3.20778713212869e-05 |
| 188 | 0.999986261457466 | 2.74770850673866e-05 | 1.37385425336933e-05 |
| 189 | 0.999981515427029 | 3.69691459430503e-05 | 1.84845729715251e-05 |
| 190 | 0.999999080501484 | 1.83899703172772e-06 | 9.1949851586386e-07 |
| 191 | 0.999998686586722 | 2.62682655558015e-06 | 1.31341327779007e-06 |
| 192 | 0.99999791791519 | 4.16416962048004e-06 | 2.08208481024002e-06 |
| 193 | 0.999997839541616 | 4.32091676739397e-06 | 2.16045838369699e-06 |
| 194 | 0.999998523718517 | 2.9525629660762e-06 | 1.4762814830381e-06 |
| 195 | 0.999997810817236 | 4.37836552774875e-06 | 2.18918276387438e-06 |
| 196 | 0.999998078442662 | 3.84311467552771e-06 | 1.92155733776386e-06 |
| 197 | 0.999997592831376 | 4.8143372484968e-06 | 2.4071686242484e-06 |
| 198 | 0.999997309960549 | 5.38007890215234e-06 | 2.69003945107617e-06 |
| 199 | 0.99999606346146 | 7.87307708027873e-06 | 3.93653854013936e-06 |
| 200 | 0.999994195747225 | 1.16085055497036e-05 | 5.80425277485181e-06 |
| 201 | 0.999991023204444 | 1.79535911121433e-05 | 8.97679555607164e-06 |
| 202 | 0.999998314748355 | 3.37050328993264e-06 | 1.68525164496632e-06 |
| 203 | 0.999997835130788 | 4.32973842392659e-06 | 2.16486921196329e-06 |
| 204 | 0.999996641940813 | 6.71611837352731e-06 | 3.35805918676365e-06 |
| 205 | 0.999994736181062 | 1.05276378766749e-05 | 5.26381893833745e-06 |
| 206 | 0.999996291002107 | 7.41799578593703e-06 | 3.70899789296852e-06 |
| 207 | 0.999994130756722 | 1.17384865563413e-05 | 5.86924327817064e-06 |
| 208 | 0.999993911808942 | 1.21763821155544e-05 | 6.08819105777718e-06 |
| 209 | 0.999990341952913 | 1.93160941737833e-05 | 9.65804708689163e-06 |
| 210 | 0.999989498533693 | 2.10029326134458e-05 | 1.05014663067229e-05 |
| 211 | 0.999993920578935 | 1.21588421299177e-05 | 6.07942106495887e-06 |
| 212 | 0.999990434728124 | 1.91305437510997e-05 | 9.56527187554984e-06 |
| 213 | 0.999988781322081 | 2.24373558376743e-05 | 1.12186779188372e-05 |
| 214 | 0.999982656371469 | 3.46872570626367e-05 | 1.73436285313184e-05 |
| 215 | 0.999987638257026 | 2.47234859490057e-05 | 1.23617429745029e-05 |
| 216 | 0.999996269390896 | 7.46121820774156e-06 | 3.73060910387078e-06 |
| 217 | 0.999994138314079 | 1.17233718420201e-05 | 5.86168592101003e-06 |
| 218 | 0.999990955480275 | 1.80890394507251e-05 | 9.04451972536256e-06 |
| 219 | 0.999986531639633 | 2.69367207340045e-05 | 1.34683603670022e-05 |
| 220 | 0.999980576459769 | 3.88470804620152e-05 | 1.94235402310076e-05 |
| 221 | 0.999977277273879 | 4.54454522417806e-05 | 2.27227261208903e-05 |
| 222 | 0.999965423429796 | 6.9153140407464e-05 | 3.4576570203732e-05 |
| 223 | 0.999947965658399 | 0.000104068683202845 | 5.20343416014225e-05 |
| 224 | 0.999931212553755 | 0.000137574892489752 | 6.8787446244876e-05 |
| 225 | 0.999959681270189 | 8.06374596214685e-05 | 4.03187298107343e-05 |
| 226 | 0.999981779695556 | 3.64406088882943e-05 | 1.82203044441472e-05 |
| 227 | 0.999991905226099 | 1.61895478018625e-05 | 8.09477390093127e-06 |
| 228 | 0.999986640785439 | 2.6718429121973e-05 | 1.33592145609865e-05 |
| 229 | 0.999978720454993 | 4.25590900138624e-05 | 2.12795450069312e-05 |
| 230 | 0.999972386479043 | 5.52270419130778e-05 | 2.76135209565389e-05 |
| 231 | 0.999985882061353 | 2.82358772940621e-05 | 1.41179386470311e-05 |
| 232 | 0.99998017036325 | 3.96592735000766e-05 | 1.98296367500383e-05 |
| 233 | 0.999976158821296 | 4.76823574089381e-05 | 2.3841178704469e-05 |
| 234 | 0.999974766703412 | 5.04665931763082e-05 | 2.52332965881541e-05 |
| 235 | 0.999975890595994 | 4.82188080125517e-05 | 2.41094040062759e-05 |
| 236 | 0.999968008162387 | 6.39836752270142e-05 | 3.19918376135071e-05 |
| 237 | 0.999951261021701 | 9.74779565981607e-05 | 4.87389782990803e-05 |
| 238 | 0.999957273642535 | 8.54527149299126e-05 | 4.27263574649563e-05 |
| 239 | 0.9999336427823 | 0.000132714435400765 | 6.63572177003823e-05 |
| 240 | 0.999943079066309 | 0.000113841867382214 | 5.69209336911072e-05 |
| 241 | 0.999906843217914 | 0.000186313564172868 | 9.31567820864342e-05 |
| 242 | 0.999860457619676 | 0.000279084760648598 | 0.000139542380324299 |
| 243 | 0.999814360540436 | 0.000371278919128752 | 0.000185639459564376 |
| 244 | 0.999718199095963 | 0.000563601808073369 | 0.000281800904036684 |
| 245 | 0.999544159535877 | 0.000911680928246133 | 0.000455840464123067 |
| 246 | 0.999257866480555 | 0.00148426703889005 | 0.000742133519445024 |
| 247 | 0.999558258330711 | 0.000883483338578532 | 0.000441741669289266 |
| 248 | 0.999302348261601 | 0.00139530347679725 | 0.000697651738398624 |
| 249 | 0.999471617746012 | 0.00105676450797637 | 0.000528382253988187 |
| 250 | 0.999560995100599 | 0.000878009798802553 | 0.000439004899401276 |
| 251 | 0.999370788922019 | 0.00125842215596176 | 0.000629211077980878 |
| 252 | 0.999003772755978 | 0.00199245448804323 | 0.000996227244021617 |
| 253 | 0.999089245063075 | 0.00182150987385103 | 0.000910754936925513 |
| 254 | 0.998466321543241 | 0.00306735691351861 | 0.00153367845675931 |
| 255 | 0.997494205352256 | 0.00501158929548788 | 0.00250579464774394 |
| 256 | 0.997066783219398 | 0.00586643356120352 | 0.00293321678060176 |
| 257 | 0.995463098975047 | 0.00907380204990562 | 0.00453690102495281 |
| 258 | 0.992726689991306 | 0.0145466200173881 | 0.00727331000869405 |
| 259 | 0.991959648357763 | 0.016080703284474 | 0.00804035164223701 |
| 260 | 0.987620310019204 | 0.0247593799615929 | 0.0123796899807964 |
| 261 | 0.994293361887856 | 0.0114132762242879 | 0.00570663811214393 |
| 262 | 0.99072061846577 | 0.0185587630684597 | 0.00927938153422983 |
| 263 | 0.985176508191206 | 0.0296469836175874 | 0.0148234918087937 |
| 264 | 0.977567907414853 | 0.0448641851702933 | 0.0224320925851466 |
| 265 | 0.966420102508893 | 0.0671597949822146 | 0.0335798974911073 |
| 266 | 0.952088677099065 | 0.0958226458018704 | 0.0479113229009352 |
| 267 | 0.942011316406402 | 0.115977367187197 | 0.0579886835935984 |
| 268 | 0.914709589220291 | 0.170580821559418 | 0.0852904107797092 |
| 269 | 0.877865728741071 | 0.244268542517858 | 0.122134271258929 |
| 270 | 0.860682961190136 | 0.278634077619729 | 0.139317038809864 |
| 271 | 0.852592650144798 | 0.294814699710404 | 0.147407349855202 |
| 272 | 0.813088741097562 | 0.373822517804876 | 0.186911258902438 |
| 273 | 0.871054854101072 | 0.257890291797856 | 0.128945145898928 |
| 274 | 0.808288918353379 | 0.383422163293241 | 0.191711081646621 |
| 275 | 0.731809448452476 | 0.536381103095048 | 0.268190551547524 |
| 276 | 0.681517106664941 | 0.636965786670118 | 0.318482893335059 |
| 277 | 0.566141224342841 | 0.867717551314319 | 0.433858775657159 |
| 278 | 0.57645557044504 | 0.847088859109921 | 0.42354442955496 |
| 279 | 0.435350667641319 | 0.870701335282637 | 0.564649332358681 |
| 280 | 0.3205292587027 | 0.641058517405399 | 0.6794707412973 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 143 | 0.525735294117647 | NOK |
| 5% type I error level | 161 | 0.591911764705882 | NOK |
| 10% type I error level | 187 | 0.6875 | NOK |
