| Multiple Linear Regression - Estimated Regression Equation |
| Klantentevredenheid[t] = -0.0179745575457906 + 0.996389431447531Leveringssnelheid[t] -0.110000855351255Prijsflexibiliteit[t] -0.0073493263111357Prijszetting[t] -0.0215651387083096Productgamma[t] + 0.375691687523839Productkwaliteit[t] + 0.0328819746324995Productontwikkeling[t] + 0.126630372855167Facturatie[t] + 0.00160419889498828t + e[t] |
| Multiple Linear Regression - Ordinary Least Squares | |||||
| Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
| (Intercept) | -0.0179745575457906 | 0.966824 | -0.0186 | 0.985187 | 0.492593 |
| Leveringssnelheid | 0.996389431447531 | 0.479334 | 2.0787 | 0.038982 | 0.019491 |
| Prijsflexibiliteit | -0.110000855351255 | 0.251198 | -0.4379 | 0.661951 | 0.330975 |
| Prijszetting | -0.0073493263111357 | 0.042494 | -0.173 | 0.862873 | 0.431437 |
| Productgamma | -0.0215651387083096 | 0.241464 | -0.0893 | 0.928929 | 0.464465 |
| Productkwaliteit | 0.375691687523839 | 0.050088 | 7.5007 | 0 | 0 |
| Productontwikkeling | 0.0328819746324995 | 0.036917 | 0.8907 | 0.374207 | 0.187103 |
| Facturatie | 0.126630372855167 | 0.094044 | 1.3465 | 0.179735 | 0.089868 |
| t | 0.00160419889498828 | 0.000944 | 1.7001 | 0.090738 | 0.045369 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.8016560470613 |
| R-squared | 0.642652417789949 |
| Adjusted R-squared | 0.627684979791622 |
| F-TEST (value) | 42.93670151577 |
| F-TEST (DF numerator) | 8 |
| F-TEST (DF denominator) | 191 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 0.75730661475857 |
| Sum Squared Residuals | 109.541041972603 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 8.2 | 6.92154527597544 | 1.27845472402456 |
| 2 | 5.7 | 7.89128054144265 | -2.19128054144265 |
| 3 | 8.9 | 8.12935768635316 | 0.770642313646843 |
| 4 | 4.8 | 5.42788931407634 | -0.627889314076345 |
| 5 | 7.1 | 7.01207095350958 | 0.0879290464904158 |
| 6 | 4.7 | 5.817776439552 | -1.117776439552 |
| 7 | 5.7 | 4.34942264543229 | 1.35057735456771 |
| 8 | 6.3 | 5.89178223452134 | 0.40821776547866 |
| 9 | 7 | 6.5941324630365 | 0.4058675369635 |
| 10 | 5.5 | 6.65740613149605 | -1.15740613149605 |
| 11 | 7.4 | 7.37793573720811 | 0.0220642627918897 |
| 12 | 6 | 5.37196336468396 | 0.628036635316037 |
| 13 | 8.4 | 8.07649573891565 | 0.323504261084355 |
| 14 | 7.6 | 7.79483636015661 | -0.194836360156615 |
| 15 | 8 | 7.4462372355944 | 0.553762764405602 |
| 16 | 6.6 | 7.83566010746575 | -1.23566010746575 |
| 17 | 6.4 | 6.49772272387345 | -0.0977227238734543 |
| 18 | 7.4 | 7.101344625578 | 0.298655374422006 |
| 19 | 6.8 | 6.58405773046423 | 0.215942269535774 |
| 20 | 7.6 | 7.7601283892658 | -0.160128389265806 |
| 21 | 5.4 | 5.13306420320091 | 0.266935796799095 |
| 22 | 9.9 | 8.1246108262528 | 1.77538917374719 |
| 23 | 7 | 7.48192496491775 | -0.481924964917746 |
| 24 | 8.6 | 8.29990055763124 | 0.300099442368757 |
| 25 | 4.8 | 6.22914634024333 | -1.42914634024333 |
| 26 | 6.6 | 6.28258368756127 | 0.317416312438727 |
| 27 | 6.3 | 7.87710679029942 | -1.57710679029942 |
| 28 | 5.4 | 6.34027892371895 | -0.940278923718948 |
| 29 | 6.3 | 7.90794995498871 | -1.60794995498871 |
| 30 | 5.4 | 6.45251611472212 | -1.05251611472212 |
| 31 | 6.1 | 6.01592057774208 | 0.084079422257923 |
| 32 | 6.4 | 6.102611179408 | 0.297388820591999 |
| 33 | 5.4 | 5.84853311921426 | -0.448533119214255 |
| 34 | 7.3 | 7.05790715089355 | 0.242092849106454 |
| 35 | 6.3 | 5.90534773213898 | 0.394652267861016 |
| 36 | 5.4 | 5.91384879973059 | -0.513848799730588 |
| 37 | 7.1 | 6.98085069950961 | 0.119149300490391 |
| 38 | 8.7 | 8.60644672674988 | 0.0935532732501167 |
| 39 | 7.6 | 7.50681923248355 | 0.093180767516447 |
| 40 | 6 | 5.63642027019563 | 0.363579729804366 |
| 41 | 7 | 6.88627298972414 | 0.113727010275859 |
| 42 | 7.6 | 7.69150657480105 | -0.0915065748010466 |
| 43 | 8.9 | 7.84401019046878 | 1.05598980953122 |
| 44 | 7.6 | 6.391047173825 | 1.208952826175 |
| 45 | 5.5 | 7.74925686771959 | -2.24925686771959 |
| 46 | 7.4 | 7.04348863865108 | 0.356511361348917 |
| 47 | 7.1 | 7.47213523582728 | -0.37213523582728 |
| 48 | 7.6 | 7.37643354316843 | 0.223566456831566 |
| 49 | 8.7 | 7.8975502745741 | 0.802449725425899 |
| 50 | 8.6 | 7.30688902802457 | 1.29311097197543 |
| 51 | 5.4 | 5.50138587690058 | -0.101385876900583 |
| 52 | 5.7 | 8.08035068453767 | -2.38035068453767 |
| 53 | 8.7 | 8.369887947363 | 0.330112052636992 |
| 54 | 6.1 | 6.02567213799497 | 0.0743278620050267 |
| 55 | 7.3 | 7.13007419211233 | 0.169925807887667 |
| 56 | 7.7 | 7.12230088094519 | 0.577699119054812 |
| 57 | 9 | 8.35801678659143 | 0.641983213408572 |
| 58 | 8.2 | 7.10515759500286 | 1.09484240499714 |
| 59 | 7.1 | 7.35307171756142 | -0.253071717561422 |
| 60 | 7.9 | 8.01871836103659 | -0.118718361036586 |
| 61 | 6.6 | 8.03070148056466 | -1.43070148056466 |
| 62 | 8 | 6.60370328755035 | 1.39629671244965 |
| 63 | 6.3 | 6.52164462282954 | -0.221644622829537 |
| 64 | 6 | 5.65263357197841 | 0.34736642802159 |
| 65 | 5.4 | 5.37692554176495 | 0.0230744582350483 |
| 66 | 7.6 | 7.18395084706542 | 0.416049152934578 |
| 67 | 6.4 | 6.7121189415395 | -0.312118941539501 |
| 68 | 6.1 | 6.28653517875515 | -0.18653517875515 |
| 69 | 5.2 | 6.23735808150298 | -1.03735808150298 |
| 70 | 6.6 | 6.2983886577096 | 0.301611342290394 |
| 71 | 7.6 | 7.92302789384736 | -0.323027893847359 |
| 72 | 5.8 | 5.69429309532037 | 0.105706904679627 |
| 73 | 7.9 | 7.0983711679342 | 0.801628832065796 |
| 74 | 8.6 | 7.80150996376224 | 0.798490036237758 |
| 75 | 8.2 | 6.94126038824872 | 1.25873961175128 |
| 76 | 7.1 | 7.61577957220396 | -0.515779572203966 |
| 77 | 6.4 | 6.8419924618197 | -0.441992461819692 |
| 78 | 7.6 | 7.64963230598816 | -0.0496323059881598 |
| 79 | 8.9 | 8.29994434571255 | 0.600055654287449 |
| 80 | 5.7 | 5.40619659066075 | 0.293803409339254 |
| 81 | 7.1 | 7.61344622172167 | -0.513446221721674 |
| 82 | 7.4 | 7.47623230606186 | -0.0762323060618624 |
| 83 | 6.6 | 6.31165256444434 | 0.288347435555662 |
| 84 | 5 | 4.05114521285614 | 0.948854787143859 |
| 85 | 8.2 | 7.39802838629326 | 0.801971613706736 |
| 86 | 5.2 | 6.10973449988669 | -0.909734499886686 |
| 87 | 5.2 | 4.96383015947189 | 0.23616984052811 |
| 88 | 8.2 | 7.5718682407973 | 0.628131759202706 |
| 89 | 7.3 | 7.47912114796314 | -0.179121147963143 |
| 90 | 8.2 | 7.02637678762891 | 1.17362321237109 |
| 91 | 7.4 | 7.02380472402675 | 0.376195275973247 |
| 92 | 4.8 | 4.97277830498786 | -0.172778304987857 |
| 93 | 7.6 | 8.02728014425217 | -0.42728014425217 |
| 94 | 8.9 | 8.33254273433381 | 0.567457265666193 |
| 95 | 7.7 | 7.0853792793264 | 0.614620720673602 |
| 96 | 7.3 | 7.11820854015754 | 0.18179145984246 |
| 97 | 6.3 | 6.58287777321627 | -0.282877773216275 |
| 98 | 5.4 | 5.94096878702836 | -0.540968787028361 |
| 99 | 6.4 | 6.97773383283866 | -0.577733832838664 |
| 100 | 6.4 | 6.4631647273441 | -0.0631647273440926 |
| 101 | 5.4 | 6.29475349296978 | -0.894753492969775 |
| 102 | 8.7 | 8.01562533215173 | 0.684374667848268 |
| 103 | 6.1 | 6.72507641933374 | -0.625076419333737 |
| 104 | 8.4 | 8.25619924761791 | 0.143800752382088 |
| 105 | 7.9 | 7.2200868664954 | 0.679913133504605 |
| 106 | 7 | 7.05498067997006 | -0.05498067997006 |
| 107 | 8.7 | 8.65200232431569 | 0.0479976756843097 |
| 108 | 7.9 | 7.6471183629055 | 0.252881637094503 |
| 109 | 7.1 | 7.80765092593077 | -0.707650925930775 |
| 110 | 5.8 | 6.00074788742957 | -0.200747887429575 |
| 111 | 8.4 | 7.94403427057594 | 0.455965729424063 |
| 112 | 7.1 | 7.47208409734666 | -0.372084097346662 |
| 113 | 7.6 | 7.50813434717065 | 0.0918656528293466 |
| 114 | 7.3 | 7.62630081381802 | -0.32630081381802 |
| 115 | 8 | 6.93226205281444 | 1.06773794718556 |
| 116 | 6.1 | 6.95098836437427 | -0.850988364374267 |
| 117 | 8.7 | 7.93558557239666 | 0.764414427603344 |
| 118 | 5.8 | 5.74569177788797 | 0.0543082221120324 |
| 119 | 6.4 | 6.64534748274441 | -0.245347482744412 |
| 120 | 6.4 | 6.19641673048815 | 0.203583269511847 |
| 121 | 9 | 8.35875139450993 | 0.641248605490071 |
| 122 | 6.4 | 6.63628125547207 | -0.236281255472069 |
| 123 | 6 | 5.7214654796442 | 0.278534520355798 |
| 124 | 8.7 | 8.49812797544436 | 0.201872024555639 |
| 125 | 5 | 5.30427809327199 | -0.304278093271988 |
| 126 | 7.4 | 6.66421263205627 | 0.735787367943727 |
| 127 | 8.6 | 7.595661650727 | 1.004338349273 |
| 128 | 5.8 | 5.79874337355943 | 0.00125662644056588 |
| 129 | 9.8 | 8.25518030229765 | 1.54481969770235 |
| 130 | 4.8 | 5.20911616185415 | -0.409116161854153 |
| 131 | 7 | 7.65419894044151 | -0.654198940441514 |
| 132 | 5.5 | 8.02216900987437 | -2.52216900987437 |
| 133 | 5 | 4.19684409516888 | 0.803155904831117 |
| 134 | 6 | 5.97894346768279 | 0.0210565323172062 |
| 135 | 8 | 7.28468048777018 | 0.715319512229824 |
| 136 | 7.9 | 8.3278524759331 | -0.427852475933095 |
| 137 | 4.8 | 5.34235854231767 | -0.542358542317671 |
| 138 | 6.4 | 6.99853052785592 | -0.598530527855924 |
| 139 | 4.8 | 5.13632716148344 | -0.33632716148344 |
| 140 | 6.4 | 6.88764738789619 | -0.487647387896188 |
| 141 | 6.8 | 6.71316661176196 | 0.0868333882380376 |
| 142 | 7.9 | 7.94107767893086 | -0.0410776789308582 |
| 143 | 8.9 | 8.25131204617407 | 0.648687953825935 |
| 144 | 7.4 | 7.96809146723845 | -0.568091467238453 |
| 145 | 7 | 7.5812136022773 | -0.581213602277294 |
| 146 | 7 | 7.56161935869033 | -0.561619358690333 |
| 147 | 6 | 6.05751634995369 | -0.0575163499536912 |
| 148 | 7.4 | 7.08907855184422 | 0.310921448155783 |
| 149 | 7.6 | 6.54206756534755 | 1.05793243465245 |
| 150 | 4.8 | 6.36915446058505 | -1.56915446058505 |
| 151 | 7.3 | 7.69160274478247 | -0.391602744782471 |
| 152 | 6.3 | 6.08150956607985 | 0.218490433920149 |
| 153 | 5 | 5.30085220551788 | -0.300852205517876 |
| 154 | 7.1 | 7.64748121465593 | -0.547481214655935 |
| 155 | 6.3 | 5.9693801315094 | 0.330619868490595 |
| 156 | 6.8 | 7.41342287922643 | -0.613422879226433 |
| 157 | 5.2 | 5.12236845815579 | 0.0776315418442123 |
| 158 | 6.3 | 6.61266126421728 | -0.312661264217277 |
| 159 | 6.1 | 6.5222781148418 | -0.422278114841798 |
| 160 | 7.3 | 7.65878321877231 | -0.35878321877231 |
| 161 | 5.4 | 6.12523141682929 | -0.725231416829287 |
| 162 | 8 | 7.92083324182169 | 0.079166758178309 |
| 163 | 7.4 | 6.59777705294151 | 0.802222947058493 |
| 164 | 7.3 | 6.62851087197011 | 0.671489128029888 |
| 165 | 7.3 | 6.55133840225623 | 0.748661597743767 |
| 166 | 6.4 | 6.87039258590678 | -0.470392585906778 |
| 167 | 5.7 | 5.79405557352014 | -0.0940555735201409 |
| 168 | 5.7 | 4.71327066840775 | 0.986729331592253 |
| 169 | 6.6 | 6.6504033262208 | -0.0504033262207961 |
| 170 | 6.3 | 6.22077011840912 | 0.0792298815908808 |
| 171 | 5.4 | 6.42331980806761 | -1.02331980806761 |
| 172 | 7.4 | 7.85849683189995 | -0.458496831899955 |
| 173 | 8.6 | 8.18609170368623 | 0.41390829631377 |
| 174 | 7.3 | 7.20436743697511 | 0.0956325630248906 |
| 175 | 6.3 | 5.7396679585024 | 0.560332041497596 |
| 176 | 8.7 | 8.01019351040158 | 0.68980648959842 |
| 177 | 8.6 | 8.20015278439225 | 0.399847215607752 |
| 178 | 8.4 | 8.2330658211356 | 0.166934178864399 |
| 179 | 7.4 | 7.83964269442814 | -0.43964269442814 |
| 180 | 9.9 | 8.33022054741465 | 1.56977945258535 |
| 181 | 8 | 7.43676055298102 | 0.56323944701898 |
| 182 | 7.9 | 8.36743446327674 | -0.467434463276738 |
| 183 | 9.8 | 8.39343869690405 | 1.40656130309595 |
| 184 | 8.9 | 8.0974873195031 | 0.802512680496903 |
| 185 | 6.8 | 7.70313118895246 | -0.903131188952457 |
| 186 | 7.4 | 8.22212518264746 | -0.82212518264746 |
| 187 | 4.7 | 6.04223241977075 | -1.34223241977075 |
| 188 | 5.4 | 5.56584667116121 | -0.165846671161209 |
| 189 | 7 | 7.03995184878464 | -0.0399518487846402 |
| 190 | 7.1 | 7.98250622526623 | -0.882506225266227 |
| 191 | 6.3 | 6.60496909318944 | -0.304969093189437 |
| 192 | 5.5 | 6.92684270070865 | -1.42684270070865 |
| 193 | 5.4 | 5.58002411745848 | -0.180024117458484 |
| 194 | 5.4 | 5.50433901025654 | -0.104339010256544 |
| 195 | 4.8 | 5.75744875577099 | -0.957448755770988 |
| 196 | 8.2 | 7.3143637577932 | 0.885636242206793 |
| 197 | 7.9 | 7.85796470615274 | 0.0420352938472639 |
| 198 | 8.6 | 8.25798824654622 | 0.342011753453782 |
| 199 | 8.2 | 7.2650394061777 | 0.934960593822303 |
| 200 | 8.6 | 8.11700570852068 | 0.48299429147932 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 12 | 0.86122163964278 | 0.277556720714439 | 0.138778360357219 |
| 13 | 0.923596777281424 | 0.152806445437151 | 0.0764032227185756 |
| 14 | 0.866919368671161 | 0.266161262657677 | 0.133080631328839 |
| 15 | 0.831719501122052 | 0.336560997755896 | 0.168280498877948 |
| 16 | 0.771542180383706 | 0.456915639232587 | 0.228457819616294 |
| 17 | 0.698794922852888 | 0.602410154294225 | 0.301205077147112 |
| 18 | 0.630341250251824 | 0.739317499496353 | 0.369658749748176 |
| 19 | 0.542943081244726 | 0.914113837510549 | 0.457056918755274 |
| 20 | 0.67820355890761 | 0.643592882184781 | 0.32179644109239 |
| 21 | 0.601675815624364 | 0.796648368751273 | 0.398324184375636 |
| 22 | 0.918894528675518 | 0.162210942648964 | 0.081105471324482 |
| 23 | 0.939389339091147 | 0.121221321817707 | 0.0606106609088535 |
| 24 | 0.947907316145322 | 0.104185367709357 | 0.0520926838546783 |
| 25 | 0.984176779627131 | 0.0316464407457377 | 0.0158232203728688 |
| 26 | 0.97793495240851 | 0.0441300951829778 | 0.0220650475914889 |
| 27 | 0.988467110436676 | 0.0230657791266471 | 0.0115328895633236 |
| 28 | 0.989966133854673 | 0.0200677322906544 | 0.0100338661453272 |
| 29 | 0.99326078509572 | 0.0134784298085603 | 0.00673921490428014 |
| 30 | 0.994749005939569 | 0.0105019881208624 | 0.00525099406043121 |
| 31 | 0.994114358598766 | 0.0117712828024691 | 0.00588564140123454 |
| 32 | 0.992228629614117 | 0.0155427407717657 | 0.00777137038588285 |
| 33 | 0.989537009064136 | 0.0209259818717285 | 0.0104629909358643 |
| 34 | 0.984921737374708 | 0.0301565252505832 | 0.0150782626252916 |
| 35 | 0.982927095846278 | 0.0341458083074442 | 0.0170729041537221 |
| 36 | 0.97825310180358 | 0.0434937963928383 | 0.0217468981964191 |
| 37 | 0.96997478657579 | 0.0600504268484201 | 0.0300252134242101 |
| 38 | 0.959732415184667 | 0.080535169630666 | 0.040267584815333 |
| 39 | 0.946623848061741 | 0.106752303876518 | 0.0533761519382588 |
| 40 | 0.938341719355642 | 0.123316561288715 | 0.0616582806443577 |
| 41 | 0.925341356246908 | 0.149317287506184 | 0.0746586437530919 |
| 42 | 0.905074985570074 | 0.189850028859852 | 0.0949250144299258 |
| 43 | 0.915662424793502 | 0.168675150412996 | 0.084337575206498 |
| 44 | 0.949211233086696 | 0.101577533826608 | 0.050788766913304 |
| 45 | 0.991957633326382 | 0.0160847333472366 | 0.00804236667361832 |
| 46 | 0.990562464503193 | 0.0188750709936131 | 0.00943753549680655 |
| 47 | 0.988328783582818 | 0.0233424328343632 | 0.0116712164171816 |
| 48 | 0.98437555785534 | 0.0312488842893185 | 0.0156244421446592 |
| 49 | 0.985663669172766 | 0.0286726616544677 | 0.0143363308272338 |
| 50 | 0.991932624306962 | 0.0161347513860755 | 0.00806737569303773 |
| 51 | 0.989066611643689 | 0.0218667767126225 | 0.0109333883563112 |
| 52 | 0.999137429101997 | 0.00172514179600568 | 0.000862570898002841 |
| 53 | 0.99894579565244 | 0.00210840869512088 | 0.00105420434756044 |
| 54 | 0.998579836025019 | 0.00284032794996204 | 0.00142016397498102 |
| 55 | 0.998009952681625 | 0.00398009463674958 | 0.00199004731837479 |
| 56 | 0.997512178303745 | 0.00497564339251027 | 0.00248782169625514 |
| 57 | 0.997169177721967 | 0.00566164455606536 | 0.00283082227803268 |
| 58 | 0.997996594186282 | 0.00400681162743633 | 0.00200340581371817 |
| 59 | 0.997394705409387 | 0.00521058918122553 | 0.00260529459061277 |
| 60 | 0.996474713662569 | 0.00705057267486287 | 0.00352528633743143 |
| 61 | 0.998466954639628 | 0.00306609072074389 | 0.00153304536037195 |
| 62 | 0.999084453010593 | 0.00183109397881393 | 0.000915546989406967 |
| 63 | 0.998796598157031 | 0.00240680368593775 | 0.00120340184296887 |
| 64 | 0.998305682178697 | 0.00338863564260591 | 0.00169431782130296 |
| 65 | 0.997630058837985 | 0.00473988232403046 | 0.00236994116201523 |
| 66 | 0.996811240798026 | 0.00637751840394719 | 0.0031887592019736 |
| 67 | 0.995964912138647 | 0.00807017572270596 | 0.00403508786135298 |
| 68 | 0.994763574266986 | 0.0104728514660283 | 0.00523642573301413 |
| 69 | 0.996904421155941 | 0.00619115768811731 | 0.00309557884405866 |
| 70 | 0.995776254331017 | 0.00844749133796534 | 0.00422374566898267 |
| 71 | 0.994923866182229 | 0.0101522676355424 | 0.00507613381777118 |
| 72 | 0.993358893340165 | 0.0132822133196696 | 0.00664110665983482 |
| 73 | 0.992982640086303 | 0.0140347198273939 | 0.00701735991369695 |
| 74 | 0.992424771590136 | 0.0151504568197284 | 0.00757522840986421 |
| 75 | 0.994540310343165 | 0.0109193793136697 | 0.00545968965683487 |
| 76 | 0.993864280553259 | 0.0122714388934824 | 0.0061357194467412 |
| 77 | 0.993028691181473 | 0.0139426176370541 | 0.00697130881852707 |
| 78 | 0.991110359698314 | 0.0177792806033724 | 0.0088896403016862 |
| 79 | 0.989641666017643 | 0.0207166679647148 | 0.0103583339823574 |
| 80 | 0.98651822290789 | 0.0269635541842216 | 0.0134817770921108 |
| 81 | 0.98482783757203 | 0.0303443248559386 | 0.0151721624279693 |
| 82 | 0.980649520383401 | 0.0387009592331981 | 0.019350479616599 |
| 83 | 0.975322768805673 | 0.049354462388654 | 0.024677231194327 |
| 84 | 0.97704940572644 | 0.0459011885471197 | 0.0229505942735599 |
| 85 | 0.975830452026066 | 0.0483390959478684 | 0.0241695479739342 |
| 86 | 0.981705898389422 | 0.0365882032211568 | 0.0182941016105784 |
| 87 | 0.976548652418782 | 0.0469026951624367 | 0.0234513475812184 |
| 88 | 0.97325425800455 | 0.0534914839908989 | 0.0267457419954494 |
| 89 | 0.967954926092244 | 0.0640901478155116 | 0.0320450739077558 |
| 90 | 0.974608118430108 | 0.0507837631397848 | 0.0253918815698924 |
| 91 | 0.96887965750297 | 0.0622406849940618 | 0.0311203424970309 |
| 92 | 0.96492560583953 | 0.0701487883209423 | 0.0350743941604711 |
| 93 | 0.96117029952621 | 0.0776594009475798 | 0.0388297004737899 |
| 94 | 0.955471586903368 | 0.0890568261932647 | 0.0445284130966324 |
| 95 | 0.950411820359466 | 0.0991763592810685 | 0.0495881796405343 |
| 96 | 0.939839552285929 | 0.120320895428142 | 0.060160447714071 |
| 97 | 0.930425249976848 | 0.139149500046304 | 0.0695747500231518 |
| 98 | 0.9227254394344 | 0.154549121131201 | 0.0772745605656005 |
| 99 | 0.920372065313252 | 0.159255869373496 | 0.0796279346867482 |
| 100 | 0.906258065410809 | 0.187483869178383 | 0.0937419345891914 |
| 101 | 0.914885619401634 | 0.170228761196733 | 0.0851143805983663 |
| 102 | 0.909790495593034 | 0.180419008813932 | 0.090209504406966 |
| 103 | 0.907174723123832 | 0.185650553752336 | 0.0928252768761678 |
| 104 | 0.889288659868048 | 0.221422680263904 | 0.110711340131952 |
| 105 | 0.88198596924563 | 0.236028061508739 | 0.118014030754369 |
| 106 | 0.862015630842713 | 0.275968738314573 | 0.137984369157286 |
| 107 | 0.837320961987315 | 0.32535807602537 | 0.162679038012685 |
| 108 | 0.813219083662125 | 0.37356183267575 | 0.186780916337875 |
| 109 | 0.81809395160105 | 0.363812096797899 | 0.18190604839895 |
| 110 | 0.796186044237169 | 0.407627911525662 | 0.203813955762831 |
| 111 | 0.773366490030796 | 0.453267019938407 | 0.226633509969203 |
| 112 | 0.757994674683713 | 0.484010650632573 | 0.242005325316287 |
| 113 | 0.729277719752546 | 0.541444560494908 | 0.270722280247454 |
| 114 | 0.698978051230569 | 0.602043897538862 | 0.301021948769431 |
| 115 | 0.738495413647801 | 0.523009172704398 | 0.261504586352199 |
| 116 | 0.750215951702026 | 0.499568096595948 | 0.249784048297974 |
| 117 | 0.756592391811784 | 0.486815216376431 | 0.243407608188216 |
| 118 | 0.721965511061952 | 0.556068977876096 | 0.278034488938048 |
| 119 | 0.689028405332642 | 0.621943189334716 | 0.310971594667358 |
| 120 | 0.652303236400049 | 0.695393527199902 | 0.347696763599951 |
| 121 | 0.655396834094825 | 0.68920633181035 | 0.344603165905175 |
| 122 | 0.628336928776153 | 0.743326142447694 | 0.371663071223847 |
| 123 | 0.589311513391462 | 0.821376973217076 | 0.410688486608538 |
| 124 | 0.554625029348273 | 0.890749941303455 | 0.445374970651727 |
| 125 | 0.522998496694543 | 0.954003006610914 | 0.477001503305457 |
| 126 | 0.515282480658654 | 0.96943503868269 | 0.484717519341346 |
| 127 | 0.540648066344023 | 0.918703867311955 | 0.459351933655977 |
| 128 | 0.498236640997377 | 0.996473281994754 | 0.501763359002623 |
| 129 | 0.630280329790426 | 0.739439340419149 | 0.369719670209574 |
| 130 | 0.607734205534945 | 0.78453158893011 | 0.392265794465055 |
| 131 | 0.60067797505893 | 0.79864404988214 | 0.39932202494107 |
| 132 | 0.93944307846716 | 0.121113843065681 | 0.0605569215328404 |
| 133 | 0.95773784628617 | 0.0845243074276609 | 0.0422621537138304 |
| 134 | 0.947024148056142 | 0.105951703887715 | 0.0529758519438577 |
| 135 | 0.938923595320145 | 0.122152809359709 | 0.0610764046798547 |
| 136 | 0.927089718744202 | 0.145820562511597 | 0.0729102812557983 |
| 137 | 0.929726600833677 | 0.140546798332645 | 0.0702733991663226 |
| 138 | 0.918992345279028 | 0.162015309441943 | 0.0810076547209716 |
| 139 | 0.904131867990854 | 0.191736264018293 | 0.0958681320091465 |
| 140 | 0.886667539609199 | 0.226664920781603 | 0.113332460390801 |
| 141 | 0.863933018234148 | 0.272133963531704 | 0.136066981765852 |
| 142 | 0.835942883862862 | 0.328114232274277 | 0.164057116137138 |
| 143 | 0.819328117730266 | 0.361343764539469 | 0.180671882269734 |
| 144 | 0.804328984813339 | 0.391342030373321 | 0.195671015186661 |
| 145 | 0.788080396666328 | 0.423839206667343 | 0.211919603333672 |
| 146 | 0.781499885115729 | 0.437000229768542 | 0.218500114884271 |
| 147 | 0.743453785588053 | 0.513092428823894 | 0.256546214411947 |
| 148 | 0.70934008333029 | 0.581319833339421 | 0.29065991666971 |
| 149 | 0.728300181461482 | 0.543399637077036 | 0.271699818538518 |
| 150 | 0.85669602251063 | 0.286607954978739 | 0.14330397748937 |
| 151 | 0.827660501740123 | 0.344678996519755 | 0.172339498259877 |
| 152 | 0.79899690484024 | 0.402006190319519 | 0.20100309515976 |
| 153 | 0.76354315509985 | 0.472913689800299 | 0.23645684490015 |
| 154 | 0.814119290067947 | 0.371761419864105 | 0.185880709932053 |
| 155 | 0.797933222114458 | 0.404133555771084 | 0.202066777885542 |
| 156 | 0.822010586585098 | 0.355978826829804 | 0.177989413414902 |
| 157 | 0.783682707939206 | 0.432634584121588 | 0.216317292060794 |
| 158 | 0.74491494062042 | 0.510170118759158 | 0.255085059379579 |
| 159 | 0.775649368196631 | 0.448701263606738 | 0.224350631803369 |
| 160 | 0.735006407026858 | 0.529987185946283 | 0.264993592973142 |
| 161 | 0.741580216690329 | 0.516839566619343 | 0.258419783309671 |
| 162 | 0.692141031090863 | 0.615717937818273 | 0.307858968909137 |
| 163 | 0.649551715903647 | 0.700896568192707 | 0.350448284096353 |
| 164 | 0.606805294547127 | 0.786389410905746 | 0.393194705452873 |
| 165 | 0.564916135704685 | 0.87016772859063 | 0.435083864295315 |
| 166 | 0.519429636900258 | 0.961140726199483 | 0.480570363099742 |
| 167 | 0.458293139747349 | 0.916586279494698 | 0.541706860252651 |
| 168 | 0.718033840361975 | 0.56393231927605 | 0.281966159638025 |
| 169 | 0.661731332115434 | 0.676537335769132 | 0.338268667884566 |
| 170 | 0.600707202062623 | 0.798585595874753 | 0.399292797937377 |
| 171 | 0.641574006696009 | 0.716851986607983 | 0.358425993303991 |
| 172 | 0.590902478377376 | 0.818195043245248 | 0.409097521622624 |
| 173 | 0.57240426202961 | 0.855191475940779 | 0.427595737970389 |
| 174 | 0.513856918086583 | 0.972286163826834 | 0.486143081913417 |
| 175 | 0.488886806577593 | 0.977773613155186 | 0.511113193422407 |
| 176 | 0.50896576651574 | 0.98206846696852 | 0.49103423348426 |
| 177 | 0.434020311960388 | 0.868040623920775 | 0.565979688039612 |
| 178 | 0.364135158432162 | 0.728270316864325 | 0.635864841567838 |
| 179 | 0.293343450357367 | 0.586686900714734 | 0.706656549642633 |
| 180 | 0.272620337546345 | 0.54524067509269 | 0.727379662453655 |
| 181 | 0.212293977975512 | 0.424587955951025 | 0.787706022024488 |
| 182 | 0.171662327359873 | 0.343324654719747 | 0.828337672640127 |
| 183 | 0.215597934596172 | 0.431195869192344 | 0.784402065403828 |
| 184 | 0.635661259187103 | 0.728677481625795 | 0.364338740812897 |
| 185 | 0.522907002034279 | 0.954185995931443 | 0.477092997965721 |
| 186 | 0.412957658811405 | 0.82591531762281 | 0.587042341188595 |
| 187 | 0.295585567716297 | 0.591171135432594 | 0.704414432283703 |
| 188 | 0.26971792067865 | 0.5394358413573 | 0.73028207932135 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 18 | 0.101694915254237 | NOK |
| 5% type I error level | 55 | 0.310734463276836 | NOK |
| 10% type I error level | 66 | 0.372881355932203 | NOK |
