| Multiple Linear Regression - Estimated Regression Equation |
| O[t] = + 18.2651799335285 -0.080823679576389Months[t] -0.0591540614026579CM[t] + 0.216924456733213D[t] -0.132556183679637PE[t] -0.254001352868105PC[t] + 0.395674100791331PS[t] -0.0147661337424251t + 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) | 18.2651799335285 | 15.349762 | 1.1899 | 0.23594 | 0.11797 |
| Months | -0.080823679576389 | 1.54324 | -0.0524 | 0.958301 | 0.47915 |
| CM | -0.0591540614026579 | 0.06241 | -0.9478 | 0.344732 | 0.172366 |
| D | 0.216924456733213 | 0.111196 | 1.9508 | 0.052929 | 0.026464 |
| PE | -0.132556183679637 | 0.103796 | -1.2771 | 0.203534 | 0.101767 |
| PC | -0.254001352868105 | 0.129774 | -1.9573 | 0.05216 | 0.02608 |
| PS | 0.395674100791331 | 0.075665 | 5.2293 | 1e-06 | 0 |
| t | -0.0147661337424251 | 0.006382 | -2.3138 | 0.02203 | 0.011015 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.502263051134702 |
| R-squared | 0.252268172535141 |
| Adjusted R-squared | 0.217605107685776 |
| F-TEST (value) | 7.2777226604579 |
| F-TEST (DF numerator) | 7 |
| F-TEST (DF denominator) | 151 |
| p-value | 1.63300429179003e-07 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 3.45408407493565 |
| Sum Squared Residuals | 1801.53521630534 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 26 | 24.1302897682984 | 1.86971023170162 |
| 2 | 23 | 25.347500449936 | -2.34750044993599 |
| 3 | 25 | 25.3741531909091 | -0.374153190909052 |
| 4 | 23 | 23.1772579132161 | -0.177257913216066 |
| 5 | 19 | 22.9627025346874 | -3.9627025346874 |
| 6 | 29 | 24.0080961429529 | 4.99190385704707 |
| 7 | 25 | 25.7574726286814 | -0.75747262868142 |
| 8 | 21 | 23.6268895256234 | -2.62688952562345 |
| 9 | 22 | 23.0878421757866 | -1.08784217578657 |
| 10 | 25 | 23.4977480392664 | 1.50225196073357 |
| 11 | 24 | 21.3679953009717 | 2.63200469902834 |
| 12 | 18 | 20.9651166190543 | -2.96511661905435 |
| 13 | 22 | 19.5768156034305 | 2.42318439656946 |
| 14 | 15 | 21.7617505938414 | -6.76175059384144 |
| 15 | 22 | 24.3446847094334 | -2.34468470943345 |
| 16 | 28 | 25.0573866426857 | 2.9426133573143 |
| 17 | 20 | 23.1418160737661 | -3.14181607376606 |
| 18 | 12 | 20.0885460308846 | -8.08854603088456 |
| 19 | 24 | 22.4020666472498 | 1.59793335275023 |
| 20 | 20 | 22.4178212677963 | -2.41782126779630 |
| 21 | 21 | 24.1599356442117 | -3.15993564421175 |
| 22 | 20 | 21.7207713443076 | -1.7207713443076 |
| 23 | 21 | 20.1874106390669 | 0.812589360933083 |
| 24 | 23 | 22.0702835732317 | 0.929716426768281 |
| 25 | 28 | 22.7733848240246 | 5.22661517597543 |
| 26 | 24 | 22.6881037190778 | 1.31189628092218 |
| 27 | 24 | 24.2069980566450 | -0.206998056644954 |
| 28 | 24 | 21.2621415655068 | 2.73785843449315 |
| 29 | 23 | 22.7689233232795 | 0.231076676720495 |
| 30 | 23 | 23.4182519046109 | -0.418251904610935 |
| 31 | 29 | 24.9235788348757 | 4.07642116512434 |
| 32 | 24 | 22.8138602991234 | 1.18613970087660 |
| 33 | 18 | 25.6363550042354 | -7.6363550042354 |
| 34 | 25 | 26.5043262604116 | -1.50432626041160 |
| 35 | 21 | 23.2392147449499 | -2.23921474494994 |
| 36 | 26 | 27.2607588185069 | -1.26075881850687 |
| 37 | 22 | 25.7065422389044 | -3.70654223890439 |
| 38 | 22 | 23.4633973100057 | -1.46339731000574 |
| 39 | 22 | 23.2360747192300 | -1.23607471923005 |
| 40 | 23 | 26.0964049825159 | -3.09640498251590 |
| 41 | 30 | 23.5345080535731 | 6.46549194642686 |
| 42 | 23 | 23.2377500527786 | -0.237750052778584 |
| 43 | 17 | 19.4455546818638 | -2.44555468186384 |
| 44 | 23 | 24.2548811364202 | -1.25488113642017 |
| 45 | 23 | 24.7085844194678 | -1.70858441946782 |
| 46 | 25 | 22.9168367177775 | 2.08316328222251 |
| 47 | 24 | 21.3431297321304 | 2.65687026786958 |
| 48 | 24 | 27.7775845411027 | -3.77758454110267 |
| 49 | 23 | 23.4563468637236 | -0.456346863723595 |
| 50 | 21 | 24.2554233597999 | -3.25542335979989 |
| 51 | 24 | 26.0583740164932 | -2.05837401649321 |
| 52 | 24 | 22.2631222780270 | 1.73687772197298 |
| 53 | 28 | 21.9512983774212 | 6.04870162257884 |
| 54 | 16 | 21.4341929789634 | -5.4341929789634 |
| 55 | 20 | 20.3327352745890 | -0.332735274589025 |
| 56 | 29 | 23.7855453811429 | 5.2144546188571 |
| 57 | 27 | 24.1479703243941 | 2.85202967560587 |
| 58 | 22 | 23.4466677209928 | -1.44666772099284 |
| 59 | 28 | 24.1552952274415 | 3.84470477255850 |
| 60 | 16 | 20.7808813048786 | -4.78088130487858 |
| 61 | 25 | 23.1224020852537 | 1.87759791474626 |
| 62 | 24 | 23.7173920375586 | 0.282607962441426 |
| 63 | 28 | 23.8682254035401 | 4.13177459645985 |
| 64 | 24 | 24.4168721842752 | -0.416872184275207 |
| 65 | 23 | 22.8645315280313 | 0.135468471968737 |
| 66 | 30 | 26.9559642612268 | 3.04403573877321 |
| 67 | 24 | 21.5839333013938 | 2.41606669860615 |
| 68 | 21 | 24.2091984978139 | -3.20919849781391 |
| 69 | 25 | 23.3939492554754 | 1.60605074452461 |
| 70 | 25 | 24.0281252481694 | 0.97187475183056 |
| 71 | 22 | 21.0324279182379 | 0.967572081762072 |
| 72 | 23 | 22.5603154456829 | 0.439684554317121 |
| 73 | 26 | 22.9655594334452 | 3.03444056655483 |
| 74 | 23 | 21.8231264415642 | 1.17687355843577 |
| 75 | 25 | 23.1432992685926 | 1.85670073140740 |
| 76 | 21 | 21.4342151171374 | -0.434215117137413 |
| 77 | 25 | 23.6498080472023 | 1.35019195279768 |
| 78 | 24 | 22.2290743672796 | 1.77092563272041 |
| 79 | 29 | 23.5125165447205 | 5.48748345527954 |
| 80 | 22 | 23.6501217579009 | -1.65012175790086 |
| 81 | 27 | 23.5658938898989 | 3.43410611010106 |
| 82 | 26 | 19.7192246760689 | 6.28077532393105 |
| 83 | 22 | 21.3547789327412 | 0.64522106725879 |
| 84 | 24 | 21.9998423814415 | 2.00015761855855 |
| 85 | 27 | 23.0655724329200 | 3.93442756708003 |
| 86 | 24 | 21.3455629774012 | 2.65443702259875 |
| 87 | 24 | 24.658700615808 | -0.658700615807986 |
| 88 | 29 | 24.1826426837953 | 4.81735731620467 |
| 89 | 22 | 22.0958198385512 | -0.0958198385511574 |
| 90 | 21 | 20.5310845408482 | 0.468915459151794 |
| 91 | 24 | 20.4508240839926 | 3.54917591600735 |
| 92 | 24 | 21.5248908314905 | 2.47510916850947 |
| 93 | 23 | 21.7868440373372 | 1.21315596266276 |
| 94 | 20 | 22.1292611274564 | -2.12926112745638 |
| 95 | 27 | 21.1935779436435 | 5.80642205635649 |
| 96 | 26 | 23.2047380959745 | 2.79526190402554 |
| 97 | 25 | 21.8290009382884 | 3.17099906171155 |
| 98 | 21 | 19.9895407638288 | 1.01045923617116 |
| 99 | 21 | 20.5769389812245 | 0.423061018775502 |
| 100 | 19 | 20.2150775834596 | -1.21507758345957 |
| 101 | 21 | 21.3464128191757 | -0.346412819175655 |
| 102 | 21 | 20.9850833658009 | 0.0149166341991357 |
| 103 | 16 | 19.5601712420730 | -3.56017124207303 |
| 104 | 22 | 20.3726876099126 | 1.62731239008742 |
| 105 | 29 | 21.4982485434834 | 7.50175145651664 |
| 106 | 15 | 21.4481587489022 | -6.44815874890216 |
| 107 | 17 | 20.3886896991058 | -3.38868969910584 |
| 108 | 15 | 19.6493873290368 | -4.64938732903676 |
| 109 | 21 | 21.3279979997044 | -0.327997999704354 |
| 110 | 21 | 20.6844209670233 | 0.315579032976685 |
| 111 | 19 | 18.9550488848328 | 0.04495111516719 |
| 112 | 24 | 17.8354367341568 | 6.16456326584324 |
| 113 | 20 | 21.7906882736065 | -1.79068827360649 |
| 114 | 17 | 24.4817908931081 | -7.48179089310812 |
| 115 | 23 | 24.1480825171234 | -1.14808251712340 |
| 116 | 24 | 21.8489212595086 | 2.15107874049140 |
| 117 | 14 | 21.5133116379342 | -7.51331163793423 |
| 118 | 19 | 22.2915575818798 | -3.29155758187984 |
| 119 | 24 | 21.6883393680163 | 2.31166063198369 |
| 120 | 13 | 19.9554033140635 | -6.95540331406355 |
| 121 | 22 | 24.6845701216641 | -2.68457012166414 |
| 122 | 16 | 20.5712630248371 | -4.57126302483710 |
| 123 | 19 | 22.618312797572 | -3.61831279757200 |
| 124 | 25 | 22.0681640830699 | 2.93183591693012 |
| 125 | 25 | 23.5050873634967 | 1.49491263650334 |
| 126 | 23 | 20.8231882533505 | 2.17681174664951 |
| 127 | 24 | 22.7929918544429 | 1.20700814555708 |
| 128 | 26 | 22.7760153903175 | 3.22398460968255 |
| 129 | 26 | 20.8239407163661 | 5.17605928363388 |
| 130 | 25 | 23.4196018963803 | 1.58039810361965 |
| 131 | 18 | 21.5862924403213 | -3.58629244032127 |
| 132 | 21 | 19.2217691974817 | 1.77823080251832 |
| 133 | 26 | 22.8121279501599 | 3.18787204984014 |
| 134 | 23 | 21.1803346373576 | 1.81966536264239 |
| 135 | 23 | 19.0986249459743 | 3.90137505402567 |
| 136 | 22 | 21.8271507081582 | 0.172849291841754 |
| 137 | 20 | 21.5923532410073 | -1.59235324100729 |
| 138 | 13 | 21.2574506098304 | -8.25745060983036 |
| 139 | 24 | 20.5666968942374 | 3.43330310576262 |
| 140 | 15 | 20.7204514264666 | -5.72045142646664 |
| 141 | 14 | 22.2587253215388 | -8.25872532153883 |
| 142 | 22 | 23.1348164241320 | -1.13481642413203 |
| 143 | 10 | 17.0104115841435 | -7.01041158414355 |
| 144 | 24 | 23.4535075069177 | 0.546492493082285 |
| 145 | 22 | 20.9466707072865 | 1.05332929271347 |
| 146 | 24 | 24.7574857221061 | -0.757485722106145 |
| 147 | 19 | 20.7572509061611 | -1.75725090616112 |
| 148 | 20 | 21.1138228524966 | -1.11382285249664 |
| 149 | 13 | 16.3426989662444 | -3.34269896624436 |
| 150 | 20 | 19.1937112950387 | 0.806288704961296 |
| 151 | 22 | 22.1060433360234 | -0.106043336023380 |
| 152 | 24 | 22.3702370545459 | 1.62976294545413 |
| 153 | 29 | 22.2488989615374 | 6.75110103846263 |
| 154 | 12 | 19.9719025274833 | -7.9719025274833 |
| 155 | 20 | 19.9143173618147 | 0.085682638185284 |
| 156 | 21 | 20.3706967506914 | 0.629303249308619 |
| 157 | 24 | 22.5253383907655 | 1.4746616092345 |
| 158 | 22 | 20.8189965266684 | 1.18100347333161 |
| 159 | 20 | 16.8900138546179 | 3.10998614538215 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 11 | 0.388811920578958 | 0.777623841157916 | 0.611188079421042 |
| 12 | 0.327160950618595 | 0.65432190123719 | 0.672839049381405 |
| 13 | 0.605495952675452 | 0.789008094649096 | 0.394504047324548 |
| 14 | 0.798945739969245 | 0.40210852006151 | 0.201054260030755 |
| 15 | 0.735893075039496 | 0.528213849921008 | 0.264106924960504 |
| 16 | 0.728799730088469 | 0.542400539823061 | 0.271200269911531 |
| 17 | 0.646254838127297 | 0.707490323745405 | 0.353745161872703 |
| 18 | 0.770551048550574 | 0.458897902898853 | 0.229448951449426 |
| 19 | 0.712553677704218 | 0.574892644591563 | 0.287446322295782 |
| 20 | 0.658537073561995 | 0.682925852876011 | 0.341462926438005 |
| 21 | 0.590212787110068 | 0.819574425779863 | 0.409787212889932 |
| 22 | 0.514603673818743 | 0.970792652362514 | 0.485396326181257 |
| 23 | 0.501911470857162 | 0.996177058285677 | 0.498088529142838 |
| 24 | 0.541661035104423 | 0.916677929791154 | 0.458338964895577 |
| 25 | 0.675128752435191 | 0.649742495129618 | 0.324871247564809 |
| 26 | 0.608206676099198 | 0.783586647801603 | 0.391793323900802 |
| 27 | 0.549677876024814 | 0.900644247950371 | 0.450322123975186 |
| 28 | 0.513206161249926 | 0.973587677500148 | 0.486793838750074 |
| 29 | 0.451042830699173 | 0.902085661398347 | 0.548957169300827 |
| 30 | 0.39492165297409 | 0.78984330594818 | 0.60507834702591 |
| 31 | 0.391136588719121 | 0.782273177438243 | 0.608863411280879 |
| 32 | 0.330310655675182 | 0.660621311350364 | 0.669689344324818 |
| 33 | 0.621934224127772 | 0.756131551744456 | 0.378065775872228 |
| 34 | 0.577676870859511 | 0.844646258280978 | 0.422323129140489 |
| 35 | 0.5532223680028 | 0.8935552639944 | 0.4467776319972 |
| 36 | 0.497071699790772 | 0.994143399581544 | 0.502928300209228 |
| 37 | 0.483014894221729 | 0.966029788443457 | 0.516985105778272 |
| 38 | 0.431904453052256 | 0.863808906104512 | 0.568095546947744 |
| 39 | 0.382554841510072 | 0.765109683020144 | 0.617445158489928 |
| 40 | 0.359526273483614 | 0.719052546967227 | 0.640473726516386 |
| 41 | 0.509702399344672 | 0.980595201310656 | 0.490297600655328 |
| 42 | 0.455954759667727 | 0.911909519335453 | 0.544045240332273 |
| 43 | 0.437020250325767 | 0.874040500651533 | 0.562979749674233 |
| 44 | 0.390414502856326 | 0.780829005712652 | 0.609585497143674 |
| 45 | 0.350904247156313 | 0.701808494312626 | 0.649095752843687 |
| 46 | 0.320169561111552 | 0.640339122223105 | 0.679830438888448 |
| 47 | 0.290611800735792 | 0.581223601471585 | 0.709388199264208 |
| 48 | 0.287170564955713 | 0.574341129911426 | 0.712829435044287 |
| 49 | 0.248734756939315 | 0.49746951387863 | 0.751265243060685 |
| 50 | 0.25283240724492 | 0.50566481448984 | 0.74716759275508 |
| 51 | 0.232068094904510 | 0.464136189809021 | 0.76793190509549 |
| 52 | 0.199720958883984 | 0.399441917767967 | 0.800279041116016 |
| 53 | 0.258190265874027 | 0.516380531748053 | 0.741809734125973 |
| 54 | 0.344858192202928 | 0.689716384405856 | 0.655141807797072 |
| 55 | 0.330972549409438 | 0.661945098818876 | 0.669027450590562 |
| 56 | 0.383485768692167 | 0.766971537384335 | 0.616514231307833 |
| 57 | 0.357941919372068 | 0.715883838744136 | 0.642058080627932 |
| 58 | 0.329596310027961 | 0.659192620055922 | 0.670403689972039 |
| 59 | 0.328065180554836 | 0.656130361109672 | 0.671934819445164 |
| 60 | 0.417917511374839 | 0.835835022749677 | 0.582082488625161 |
| 61 | 0.373373720916406 | 0.746747441832812 | 0.626626279083594 |
| 62 | 0.330689568258153 | 0.661379136516305 | 0.669310431741847 |
| 63 | 0.328468944731043 | 0.656937889462087 | 0.671531055268957 |
| 64 | 0.294505633280540 | 0.589011266561079 | 0.70549436671946 |
| 65 | 0.256216238969501 | 0.512432477939002 | 0.743783761030499 |
| 66 | 0.238331788299949 | 0.476663576599898 | 0.761668211700051 |
| 67 | 0.207879657763905 | 0.41575931552781 | 0.792120342236095 |
| 68 | 0.231608170155645 | 0.46321634031129 | 0.768391829844355 |
| 69 | 0.198505794065882 | 0.397011588131764 | 0.801494205934118 |
| 70 | 0.166937051044758 | 0.333874102089516 | 0.833062948955242 |
| 71 | 0.138905492660455 | 0.277810985320909 | 0.861094507339545 |
| 72 | 0.115186507443096 | 0.230373014886192 | 0.884813492556904 |
| 73 | 0.098653574255652 | 0.197307148511304 | 0.901346425744348 |
| 74 | 0.0796446357753087 | 0.159289271550617 | 0.920355364224691 |
| 75 | 0.0639384679718366 | 0.127876935943673 | 0.936061532028163 |
| 76 | 0.0537745581134181 | 0.107549116226836 | 0.946225441886582 |
| 77 | 0.0421841842859164 | 0.0843683685718328 | 0.957815815714084 |
| 78 | 0.0325714936344655 | 0.065142987268931 | 0.967428506365535 |
| 79 | 0.0367772619625664 | 0.0735545239251327 | 0.963222738037434 |
| 80 | 0.0343594767159232 | 0.0687189534318464 | 0.965640523284077 |
| 81 | 0.0284797695401819 | 0.0569595390803639 | 0.971520230459818 |
| 82 | 0.0369907498994121 | 0.0739814997988242 | 0.963009250100588 |
| 83 | 0.0289147906172592 | 0.0578295812345184 | 0.97108520938274 |
| 84 | 0.0225211247673654 | 0.0450422495347308 | 0.977478875232635 |
| 85 | 0.0201725007939449 | 0.0403450015878897 | 0.979827499206055 |
| 86 | 0.015670463359325 | 0.03134092671865 | 0.984329536640675 |
| 87 | 0.0128165373229335 | 0.0256330746458671 | 0.987183462677066 |
| 88 | 0.0131118070203099 | 0.0262236140406197 | 0.98688819297969 |
| 89 | 0.0110968105968428 | 0.0221936211936856 | 0.988903189403157 |
| 90 | 0.00843563267366781 | 0.0168712653473356 | 0.991564367326332 |
| 91 | 0.00700988231187463 | 0.0140197646237493 | 0.992990117688125 |
| 92 | 0.00568428565598308 | 0.0113685713119662 | 0.994315714344017 |
| 93 | 0.00417238572498480 | 0.00834477144996961 | 0.995827614275015 |
| 94 | 0.00410715901212637 | 0.00821431802425274 | 0.995892840987874 |
| 95 | 0.00609503281571112 | 0.0121900656314222 | 0.993904967184289 |
| 96 | 0.004923540792484 | 0.009847081584968 | 0.995076459207516 |
| 97 | 0.00413259207391549 | 0.00826518414783098 | 0.995867407926085 |
| 98 | 0.00318351954673604 | 0.00636703909347208 | 0.996816480453264 |
| 99 | 0.00241600278218352 | 0.00483200556436704 | 0.997583997217816 |
| 100 | 0.00204547654334774 | 0.00409095308669549 | 0.997954523456652 |
| 101 | 0.00162138327085166 | 0.00324276654170332 | 0.998378616729148 |
| 102 | 0.00119482477691667 | 0.00238964955383334 | 0.998805175223083 |
| 103 | 0.00151434149814437 | 0.00302868299628874 | 0.998485658501856 |
| 104 | 0.00117804904661225 | 0.00235609809322449 | 0.998821950953388 |
| 105 | 0.00514478791412113 | 0.0102895758282423 | 0.994855212085879 |
| 106 | 0.0129752278327985 | 0.0259504556655969 | 0.987024772167202 |
| 107 | 0.0137621860354895 | 0.0275243720709791 | 0.98623781396451 |
| 108 | 0.0188453267634505 | 0.0376906535269011 | 0.98115467323655 |
| 109 | 0.0146869602282292 | 0.0293739204564584 | 0.98531303977177 |
| 110 | 0.0106390880770078 | 0.0212781761540156 | 0.989360911922992 |
| 111 | 0.00768036915345223 | 0.0153607383069045 | 0.992319630846548 |
| 112 | 0.0221277538532922 | 0.0442555077065844 | 0.977872246146708 |
| 113 | 0.0221182592226324 | 0.0442365184452648 | 0.977881740777368 |
| 114 | 0.0553284859649874 | 0.110656971929975 | 0.944671514035013 |
| 115 | 0.0471363917056568 | 0.0942727834113136 | 0.952863608294343 |
| 116 | 0.0394274799568146 | 0.0788549599136292 | 0.960572520043185 |
| 117 | 0.103765893295207 | 0.207531786590414 | 0.896234106704793 |
| 118 | 0.097924799411895 | 0.19584959882379 | 0.902075200588105 |
| 119 | 0.0872458316209414 | 0.174491663241883 | 0.912754168379059 |
| 120 | 0.152343613253838 | 0.304687226507676 | 0.847656386746162 |
| 121 | 0.149510112328811 | 0.299020224657622 | 0.850489887671189 |
| 122 | 0.189821231467135 | 0.379642462934271 | 0.810178768532865 |
| 123 | 0.189201762348383 | 0.378403524696767 | 0.810798237651617 |
| 124 | 0.17917269691495 | 0.3583453938299 | 0.82082730308505 |
| 125 | 0.155186382087895 | 0.310372764175790 | 0.844813617912105 |
| 126 | 0.124362819044806 | 0.248725638089611 | 0.875637180955194 |
| 127 | 0.0973190447625353 | 0.194638089525071 | 0.902680955237465 |
| 128 | 0.0947404360505062 | 0.189480872101012 | 0.905259563949494 |
| 129 | 0.13263376085339 | 0.26526752170678 | 0.86736623914661 |
| 130 | 0.114656101010853 | 0.229312202021707 | 0.885343898989147 |
| 131 | 0.0961070124188934 | 0.192214024837787 | 0.903892987581107 |
| 132 | 0.0852673361991732 | 0.170534672398346 | 0.914732663800827 |
| 133 | 0.0833249937689005 | 0.166649987537801 | 0.9166750062311 |
| 134 | 0.0740955530721005 | 0.148191106144201 | 0.9259044469279 |
| 135 | 0.173101013538592 | 0.346202027077185 | 0.826898986461408 |
| 136 | 0.138030968134925 | 0.276061936269850 | 0.861969031865075 |
| 137 | 0.115666778336239 | 0.231333556672478 | 0.884333221663761 |
| 138 | 0.16317176862336 | 0.32634353724672 | 0.83682823137664 |
| 139 | 0.394903450352563 | 0.789806900705126 | 0.605096549647437 |
| 140 | 0.340483058981574 | 0.680966117963148 | 0.659516941018426 |
| 141 | 0.484493738052016 | 0.968987476104031 | 0.515506261947984 |
| 142 | 0.393268068007086 | 0.786536136014171 | 0.606731931992914 |
| 143 | 0.556428664297234 | 0.887142671405531 | 0.443571335702766 |
| 144 | 0.502585613078458 | 0.994828773843085 | 0.497414386921542 |
| 145 | 0.405643386007728 | 0.811286772015457 | 0.594356613992272 |
| 146 | 0.300847635283382 | 0.601695270566764 | 0.699152364716618 |
| 147 | 0.29226208008677 | 0.58452416017354 | 0.70773791991323 |
| 148 | 0.174421108847448 | 0.348842217694896 | 0.825578891152552 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 11 | 0.0797101449275362 | NOK |
| 5% type I error level | 30 | 0.217391304347826 | NOK |
| 10% type I error level | 39 | 0.282608695652174 | NOK |
