| Multiple Linear Regression - Estimated Regression Equation |
| Happiness[t] = + 11.37897344705 + 0.56594884567317Populatie[t] + 0.794072465790861Geslacht[t] + 0.0254836607336381Connected[t] -0.0129324071563781Seperate[t] + 0.112588656507544Learning[t] -0.0231412870773671Software[t] -0.00314978394761436t + 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) | 11.37897344705 | 1.674683 | 6.7947 | 0 | 0 |
| Populatie | 0.56594884567317 | 0.557919 | 1.0144 | 0.311272 | 0.155636 |
| Geslacht | 0.794072465790861 | 0.288795 | 2.7496 | 0.006355 | 0.003178 |
| Connected | 0.0254836607336381 | 0.041359 | 0.6162 | 0.538295 | 0.269147 |
| Seperate | -0.0129324071563781 | 0.04309 | -0.3001 | 0.764303 | 0.382152 |
| Learning | 0.112588656507544 | 0.074393 | 1.5134 | 0.131298 | 0.065649 |
| Software | -0.0231412870773671 | 0.079769 | -0.2901 | 0.77195 | 0.385975 |
| t | -0.00314978394761436 | 0.00339 | -0.9291 | 0.35362 | 0.17681 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.345631177661747 |
| R-squared | 0.119460910971846 |
| Adjusted R-squared | 0.0974474337461426 |
| F-TEST (value) | 5.42671699463994 |
| F-TEST (DF numerator) | 7 |
| F-TEST (DF denominator) | 280 |
| p-value | 7.45462774376371e-06 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 2.36910100619533 |
| Sum Squared Residuals | 1571.5390817156 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 14 | 14.4752006823728 | -0.475200682372824 |
| 2 | 18 | 14.8595852764962 | 3.14041472350379 |
| 3 | 11 | 14.8334861456899 | -3.83348614568988 |
| 4 | 12 | 13.8455293286639 | -1.84552932866393 |
| 5 | 16 | 14.3865956980335 | 1.61340430196654 |
| 6 | 18 | 14.4692240367951 | 3.53077596320493 |
| 7 | 14 | 15.1713934463598 | -1.17139344635978 |
| 8 | 14 | 14.4795261227772 | -0.479526122777177 |
| 9 | 15 | 14.4739699851004 | 0.526030014899593 |
| 10 | 15 | 14.6395191581569 | 0.360480841843058 |
| 11 | 17 | 14.0477547886769 | 2.95224521132307 |
| 12 | 19 | 14.702630353429 | 4.29736964657097 |
| 13 | 10 | 13.9434430180015 | -3.94344301800145 |
| 14 | 16 | 14.7441934261866 | 1.25580657381343 |
| 15 | 18 | 14.6210975931916 | 3.37890240680842 |
| 16 | 14 | 13.694367859562 | 0.305632140438007 |
| 17 | 14 | 13.85236769986 | 0.147632300139957 |
| 18 | 17 | 15.1333239686153 | 1.86667603138472 |
| 19 | 14 | 14.1595493536727 | -0.159549353672725 |
| 20 | 16 | 14.6013622532263 | 1.39863774677368 |
| 21 | 18 | 13.8143488834088 | 4.18565111659117 |
| 22 | 11 | 14.5825114317538 | -3.58251143175383 |
| 23 | 14 | 15.0073287660259 | -1.00732876602594 |
| 24 | 12 | 14.6487958580868 | -2.64879585808677 |
| 25 | 17 | 14.0825151493404 | 2.9174848506596 |
| 26 | 9 | 14.9012638655736 | -5.90126386557355 |
| 27 | 16 | 13.8946612954223 | 2.10533870457769 |
| 28 | 14 | 14.3781143759349 | -0.378114375934873 |
| 29 | 15 | 14.5855654512751 | 0.414434548724951 |
| 30 | 11 | 13.6349321234099 | -2.63493212340986 |
| 31 | 16 | 14.4415747197178 | 1.55842528028224 |
| 32 | 13 | 13.2842845986752 | -0.284284598675187 |
| 33 | 17 | 14.5218710338715 | 2.47812896612845 |
| 34 | 15 | 14.5435705636451 | 0.456429436354897 |
| 35 | 14 | 13.6116978509862 | 0.388302149013814 |
| 36 | 16 | 13.1841353334588 | 2.81586466654118 |
| 37 | 9 | 13.0841168074683 | -4.08411680746832 |
| 38 | 15 | 13.6144185991415 | 1.38558140085851 |
| 39 | 17 | 14.5242803573318 | 2.47571964266816 |
| 40 | 13 | 13.8540952576824 | -0.854095257682441 |
| 41 | 15 | 13.9148452023585 | 1.08515479764152 |
| 42 | 16 | 14.3449246076746 | 1.65507539232539 |
| 43 | 16 | 14.2686774858402 | 1.73132251415977 |
| 44 | 12 | 13.6163188088769 | -1.6163188088769 |
| 45 | 15 | 14.5483545087029 | 0.451645491297053 |
| 46 | 11 | 14.0451456702497 | -3.04514567024968 |
| 47 | 15 | 14.3303746008555 | 0.669625399144542 |
| 48 | 15 | 14.4233397796838 | 0.576660220316178 |
| 49 | 17 | 14.5575000058192 | 2.44249999418085 |
| 50 | 13 | 13.6405209203938 | -0.640520920393767 |
| 51 | 16 | 14.3798419337573 | 1.62015806624273 |
| 52 | 14 | 13.5534667765642 | 0.4465332234358 |
| 53 | 11 | 13.2400598839776 | -2.24005988397763 |
| 54 | 12 | 14.4445011904591 | -2.44450119045907 |
| 55 | 12 | 13.0709157632577 | -1.07091576325772 |
| 56 | 15 | 14.4902615227604 | 0.509738477239627 |
| 57 | 16 | 14.6373410579873 | 1.3626589420127 |
| 58 | 15 | 14.3793546667033 | 0.620645333296697 |
| 59 | 12 | 13.670689519091 | -1.670689519091 |
| 60 | 12 | 14.5722396373646 | -2.57223963736464 |
| 61 | 8 | 13.3442627620982 | -5.34426276209816 |
| 62 | 13 | 13.8020360117247 | -0.802036011724726 |
| 63 | 11 | 14.4318090693223 | -3.43180906932231 |
| 64 | 14 | 14.1964548513908 | -0.196454851390794 |
| 65 | 15 | 14.5235217042073 | 0.476478295792673 |
| 66 | 10 | 13.7636360416944 | -3.7636360416944 |
| 67 | 11 | 14.6953545680142 | -3.69535456801422 |
| 68 | 12 | 13.918113472357 | -1.91811347235704 |
| 69 | 15 | 14.0715945816475 | 0.928405418352519 |
| 70 | 15 | 13.6615895364738 | 1.33841046352624 |
| 71 | 14 | 13.1648563511476 | 0.835143648852354 |
| 72 | 16 | 14.1324593583407 | 1.86754064165925 |
| 73 | 15 | 14.5737589142357 | 0.426241085764259 |
| 74 | 15 | 13.8526064931191 | 1.14739350688094 |
| 75 | 13 | 13.7496810275658 | -0.749681027565834 |
| 76 | 12 | 14.8112373093478 | -2.81123730934778 |
| 77 | 17 | 14.4614395490212 | 2.53856045097877 |
| 78 | 13 | 14.5057157999657 | -1.50571579996571 |
| 79 | 15 | 13.1946843292254 | 1.8053156707746 |
| 80 | 13 | 13.8103830900287 | -0.810383090028677 |
| 81 | 15 | 13.5889069987391 | 1.41109300126089 |
| 82 | 15 | 14.4178645948933 | 0.582135405106748 |
| 83 | 16 | 13.61075063874 | 2.38924936125998 |
| 84 | 15 | 14.2844638968361 | 0.715536103163933 |
| 85 | 14 | 14.4813249386761 | -0.481324938676136 |
| 86 | 15 | 13.5060257094171 | 1.49397429058289 |
| 87 | 14 | 14.389945575157 | -0.389945575157039 |
| 88 | 13 | 14.3107259625876 | -1.31072596258763 |
| 89 | 7 | 14.2839897579106 | -7.28398975791064 |
| 90 | 17 | 13.9227333227361 | 3.07726667726391 |
| 91 | 13 | 14.5228270311557 | -1.52282703115569 |
| 92 | 15 | 14.3346371267916 | 0.665362873208403 |
| 93 | 14 | 14.3105689971684 | -0.310568997168439 |
| 94 | 13 | 13.9799261036921 | -0.979926103692066 |
| 95 | 16 | 14.5380670278199 | 1.46193297218007 |
| 96 | 12 | 14.4274584683293 | -2.42745846832932 |
| 97 | 14 | 14.5176361398494 | -0.517636139849407 |
| 98 | 17 | 13.663160128877 | 3.33683987112303 |
| 99 | 15 | 13.3278324880881 | 1.67216751191194 |
| 100 | 17 | 14.4042692990388 | 2.59573070096125 |
| 101 | 12 | 13.6639196569551 | -1.66391965695512 |
| 102 | 16 | 14.7612833414727 | 1.23871665852732 |
| 103 | 11 | 13.5081399789788 | -2.5081399789788 |
| 104 | 15 | 14.2948784993431 | 0.705121500656929 |
| 105 | 9 | 13.4056614682347 | -4.40566146823471 |
| 106 | 16 | 14.5571742331717 | 1.44282576682828 |
| 107 | 15 | 13.6720846805011 | 1.3279153194989 |
| 108 | 10 | 13.6163875085882 | -3.61638750858818 |
| 109 | 10 | 14.1373794877515 | -4.13737948775154 |
| 110 | 15 | 14.241049562161 | 0.758950437839006 |
| 111 | 11 | 14.2300332719487 | -3.23003327194866 |
| 112 | 13 | 14.3309204092233 | -1.33092040922331 |
| 113 | 18 | 14.0059137835782 | 3.99408621642182 |
| 114 | 16 | 13.8406644259656 | 2.15933557403438 |
| 115 | 14 | 13.9758385815931 | 0.0241614184068868 |
| 116 | 14 | 14.113878893766 | -0.113878893765973 |
| 117 | 14 | 13.967894967127 | 0.0321050328730349 |
| 118 | 14 | 14.3938557621364 | -0.393855762136428 |
| 119 | 12 | 13.1416581191281 | -1.14165811912812 |
| 120 | 14 | 14.3024209464358 | -0.302420946435768 |
| 121 | 15 | 14.0078432193018 | 0.992156780698181 |
| 122 | 15 | 14.2836255771448 | 0.716374422855158 |
| 123 | 15 | 14.2560716131281 | 0.743928386871941 |
| 124 | 13 | 14.1659447935523 | -1.16594479355231 |
| 125 | 17 | 13.5886420157186 | 3.41135798428139 |
| 126 | 17 | 14.6184921770731 | 2.38150782292688 |
| 127 | 19 | 14.1949246076643 | 4.80507539233573 |
| 128 | 15 | 13.8974908229757 | 1.1025091770243 |
| 129 | 13 | 13.4973135041438 | -0.497313504143849 |
| 130 | 9 | 12.7064882582954 | -3.70648825829543 |
| 131 | 15 | 14.4835086334378 | 0.516491366562192 |
| 132 | 15 | 12.9257471569944 | 2.07425284300559 |
| 133 | 15 | 13.2760107490699 | 1.72398925093013 |
| 134 | 16 | 14.1684954481599 | 1.83150455184013 |
| 135 | 11 | 13.2041119537985 | -2.2041119537985 |
| 136 | 14 | 13.3646375800802 | 0.635362419919843 |
| 137 | 11 | 13.626412280036 | -2.62641228003604 |
| 138 | 15 | 13.9224844375753 | 1.07751556242472 |
| 139 | 13 | 12.874665194161 | 0.125334805839042 |
| 140 | 15 | 14.2900885135093 | 0.709911486490692 |
| 141 | 16 | 13.2673717772495 | 2.73262822275049 |
| 142 | 14 | 14.1704888639564 | -0.1704888639564 |
| 143 | 15 | 13.53391565263 | 1.46608434736998 |
| 144 | 16 | 13.8446239460118 | 2.15537605398817 |
| 145 | 16 | 14.4743373214941 | 1.52566267850586 |
| 146 | 11 | 13.1228560548225 | -2.12285605482246 |
| 147 | 12 | 13.4201996332448 | -1.42019963324481 |
| 148 | 9 | 13.2122263160512 | -4.2122263160512 |
| 149 | 16 | 13.6975897346328 | 2.30241026536718 |
| 150 | 13 | 14.246334968006 | -1.24633496800603 |
| 151 | 16 | 13.4374648300591 | 2.56253516994091 |
| 152 | 12 | 14.3103626267117 | -2.31036262671169 |
| 153 | 9 | 14.1768659735771 | -5.17686597357706 |
| 154 | 13 | 13.6347404814002 | -0.634740481400216 |
| 155 | 14 | 13.9125611374581 | 0.0874388625419389 |
| 156 | 19 | 14.1035808731834 | 4.89641912681655 |
| 157 | 13 | 14.2439504609478 | -1.2439504609478 |
| 158 | 12 | 13.7313081477966 | -1.73130814779656 |
| 159 | 10 | 12.4622137169461 | -2.46221371694607 |
| 160 | 14 | 12.4946924935802 | 1.5053075064198 |
| 161 | 16 | 13.0034970447469 | 2.99650295525308 |
| 162 | 10 | 13.4822784760117 | -3.48227847601173 |
| 163 | 11 | 12.0299505749613 | -1.02995057496129 |
| 164 | 14 | 12.5218362987444 | 1.47816370125555 |
| 165 | 12 | 12.9533763383042 | -0.953376338304166 |
| 166 | 9 | 13.2111518602078 | -4.21115186020783 |
| 167 | 9 | 12.5862423620129 | -3.5862423620129 |
| 168 | 11 | 12.6271580118513 | -1.62715801185133 |
| 169 | 16 | 13.6033682065113 | 2.39663179348873 |
| 170 | 9 | 12.5553570228783 | -3.5553570228783 |
| 171 | 13 | 12.9014577391911 | 0.0985422608088584 |
| 172 | 16 | 13.2599558930457 | 2.74004410695435 |
| 173 | 13 | 12.631179406878 | 0.36882059312202 |
| 174 | 9 | 13.3070430984116 | -4.30704309841164 |
| 175 | 12 | 12.3470911579295 | -0.347091157929468 |
| 176 | 16 | 13.3526011192877 | 2.6473988807123 |
| 177 | 11 | 13.2482064915996 | -2.24820649159956 |
| 178 | 14 | 13.5879525581391 | 0.412047441860879 |
| 179 | 13 | 12.4187455305318 | 0.581254469468242 |
| 180 | 15 | 12.9285043290754 | 2.07149567092463 |
| 181 | 14 | 12.7745390340907 | 1.22546096590934 |
| 182 | 16 | 12.4213321772684 | 3.5786678227316 |
| 183 | 13 | 13.4702689954665 | -0.470268995466497 |
| 184 | 14 | 12.9365761465602 | 1.06342385343976 |
| 185 | 15 | 13.3723688978453 | 1.62763110215472 |
| 186 | 13 | 12.2210349449984 | 0.77896505500162 |
| 187 | 11 | 12.262643120889 | -1.26264312088903 |
| 188 | 11 | 13.2293427627133 | -2.22934276271334 |
| 189 | 14 | 13.5525426275571 | 0.447457372442873 |
| 190 | 15 | 13.2449346869685 | 1.75506531303154 |
| 191 | 11 | 13.5317305860075 | -2.53173058600749 |
| 192 | 15 | 13.2021671731956 | 1.79783282680442 |
| 193 | 12 | 12.6336635230474 | -0.633663523047382 |
| 194 | 14 | 13.620674590524 | 0.379325409475993 |
| 195 | 14 | 13.4450228416724 | 0.554977158327615 |
| 196 | 8 | 12.5437767687764 | -4.54377676877644 |
| 197 | 9 | 12.65872667588 | -3.65872667588003 |
| 198 | 15 | 12.3237801886702 | 2.67621981132977 |
| 199 | 17 | 12.2479099224574 | 4.75209007754265 |
| 200 | 13 | 12.2749925266288 | 0.725007473371196 |
| 201 | 15 | 13.4448978512578 | 1.55510214874224 |
| 202 | 15 | 13.3719430524989 | 1.62805694750108 |
| 203 | 14 | 13.4939331786361 | 0.506066821363887 |
| 204 | 16 | 12.6865020489766 | 3.31349795102335 |
| 205 | 13 | 12.2309724388488 | 0.76902756115118 |
| 206 | 16 | 12.6272099594641 | 3.37279004053589 |
| 207 | 9 | 13.03408409763 | -4.03408409762999 |
| 208 | 16 | 12.2729909943068 | 3.72700900569318 |
| 209 | 11 | 12.4660575561384 | -1.46605755613835 |
| 210 | 10 | 12.5718911620502 | -2.57189116205021 |
| 211 | 11 | 13.4714584342906 | -2.47145843429059 |
| 212 | 15 | 12.4462798921201 | 2.55372010787993 |
| 213 | 17 | 13.549921488513 | 3.45007851148701 |
| 214 | 14 | 13.3979813936783 | 0.60201860632168 |
| 215 | 8 | 12.4450696722297 | -4.44506967222974 |
| 216 | 15 | 13.3168748901531 | 1.6831251098469 |
| 217 | 11 | 12.3465861096042 | -1.34658610960416 |
| 218 | 16 | 12.5399613170506 | 3.46003868294939 |
| 219 | 10 | 13.321501406204 | -3.32150140620399 |
| 220 | 15 | 12.2049697267077 | 2.7950302732923 |
| 221 | 16 | 12.588715675861 | 3.411284324139 |
| 222 | 19 | 12.4007061847502 | 6.5992938152498 |
| 223 | 12 | 12.4458001950345 | -0.445800195034469 |
| 224 | 8 | 12.1433005094542 | -4.14330050945424 |
| 225 | 11 | 12.2268745677014 | -1.22687456770141 |
| 226 | 14 | 13.2644718030662 | 0.735528196933805 |
| 227 | 9 | 11.907975517511 | -2.90797551751096 |
| 228 | 15 | 12.6991687888099 | 2.30083121119005 |
| 229 | 13 | 13.7724238408085 | -0.772423840808467 |
| 230 | 16 | 13.1334427046535 | 2.86655729534649 |
| 231 | 11 | 12.1749428705236 | -1.1749428705236 |
| 232 | 12 | 11.5146537072227 | 0.485346292777334 |
| 233 | 13 | 12.3992676701142 | 0.600732329885759 |
| 234 | 10 | 13.2978410677191 | -3.29784106771914 |
| 235 | 11 | 12.1575950073477 | -1.15759500734772 |
| 236 | 12 | 12.0757798276887 | -0.0757798276886893 |
| 237 | 8 | 12.1682782469089 | -4.16827824690894 |
| 238 | 12 | 12.0372226715244 | -0.0372226715243585 |
| 239 | 12 | 12.4161385852209 | -0.416138585220851 |
| 240 | 11 | 12.0753507918964 | -1.07535079189637 |
| 241 | 13 | 12.3506880160874 | 0.649311983912606 |
| 242 | 14 | 12.8319879363042 | 1.16801206369585 |
| 243 | 10 | 12.7861909986973 | -2.7861909986973 |
| 244 | 12 | 12.823799656296 | -0.823799656295977 |
| 245 | 15 | 12.0340542313518 | 2.96594576864822 |
| 246 | 13 | 11.9951479266767 | 1.00485207332335 |
| 247 | 13 | 13.0849753765005 | -0.0849753765005133 |
| 248 | 13 | 13.4121701894628 | -0.412170189462815 |
| 249 | 12 | 12.230454262395 | -0.230454262394971 |
| 250 | 12 | 12.3528895221842 | -0.352889522184163 |
| 251 | 9 | 12.5255297962824 | -3.5255297962824 |
| 252 | 9 | 13.1465677062674 | -4.14656770626736 |
| 253 | 15 | 13.0884425546692 | 1.91155744533083 |
| 254 | 10 | 12.2578874659308 | -2.25788746593084 |
| 255 | 14 | 13.1042133210782 | 0.895786678921836 |
| 256 | 15 | 11.9084215261166 | 3.09157847388341 |
| 257 | 7 | 12.1997449562704 | -5.19974495627039 |
| 258 | 14 | 12.2594879282462 | 1.74051207175383 |
| 259 | 8 | 12.502991071864 | -4.50299107186398 |
| 260 | 10 | 13.184888009731 | -3.18488800973098 |
| 261 | 13 | 11.9519600956538 | 1.04803990434617 |
| 262 | 13 | 12.1106497351459 | 0.889350264854086 |
| 263 | 13 | 13.3307469760191 | -0.330746976019123 |
| 264 | 8 | 11.990245424318 | -3.99024542431799 |
| 265 | 12 | 12.2852381011928 | -0.285238101192754 |
| 266 | 13 | 13.0290604495415 | -0.0290604495414684 |
| 267 | 12 | 13.3927015824253 | -1.39270158242531 |
| 268 | 10 | 12.1883665800698 | -2.18836658006977 |
| 269 | 13 | 13.2758385581726 | -0.275838558172576 |
| 270 | 12 | 12.4456472950149 | -0.445647295014863 |
| 271 | 9 | 12.0255701301731 | -3.0255701301731 |
| 272 | 15 | 12.4314985488534 | 2.56850145114659 |
| 273 | 13 | 12.4930705508269 | 0.506929449173139 |
| 274 | 13 | 12.0032565811805 | 0.996743418819528 |
| 275 | 13 | 12.5064264356154 | 0.493573564384626 |
| 276 | 15 | 11.1595872218997 | 3.84041277810029 |
| 277 | 15 | 12.16502044536 | 2.83497955463998 |
| 278 | 14 | 12.4157002960485 | 1.58429970395148 |
| 279 | 15 | 12.9940608985268 | 2.00593910147317 |
| 280 | 11 | 12.0045663691196 | -1.00456636911961 |
| 281 | 15 | 12.5850817029931 | 2.41491829700685 |
| 282 | 14 | 13.1560340309235 | 0.84396596907648 |
| 283 | 13 | 11.9433959165426 | 1.05660408345742 |
| 284 | 12 | 11.9384171025973 | 0.0615828974027059 |
| 285 | 16 | 12.5404083912609 | 3.45959160873908 |
| 286 | 16 | 11.8475953481927 | 4.15240465180725 |
| 287 | 9 | 13.1842036857278 | -4.18420368572781 |
| 288 | 14 | 12.9021942679538 | 1.09780573204624 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 11 | 0.55461767847408 | 0.89076464305184 | 0.44538232152592 |
| 12 | 0.58964809802957 | 0.82070380394086 | 0.41035190197043 |
| 13 | 0.71366239861542 | 0.572675202769161 | 0.28633760138458 |
| 14 | 0.603034495405321 | 0.793931009189358 | 0.396965504594679 |
| 15 | 0.65752348791717 | 0.68495302416566 | 0.34247651208283 |
| 16 | 0.559733450066413 | 0.880533099867173 | 0.440266549933587 |
| 17 | 0.494676110502401 | 0.989352221004802 | 0.505323889497599 |
| 18 | 0.42324179832326 | 0.84648359664652 | 0.57675820167674 |
| 19 | 0.356754337880953 | 0.713508675761905 | 0.643245662119047 |
| 20 | 0.396705108484984 | 0.793410216969968 | 0.603294891515016 |
| 21 | 0.467578181260778 | 0.935156362521556 | 0.532421818739222 |
| 22 | 0.858136983781026 | 0.283726032437949 | 0.141863016218974 |
| 23 | 0.840221407770082 | 0.319557184459837 | 0.159778592229918 |
| 24 | 0.867791225438161 | 0.264417549123678 | 0.132208774561839 |
| 25 | 0.842256578833244 | 0.315486842333512 | 0.157743421166756 |
| 26 | 0.975078073764871 | 0.0498438524702576 | 0.0249219262351288 |
| 27 | 0.969774692913902 | 0.0604506141721959 | 0.030225307086098 |
| 28 | 0.957516671153805 | 0.0849666576923909 | 0.0424833288461954 |
| 29 | 0.942287901240738 | 0.115424197518525 | 0.0577120987592624 |
| 30 | 0.948946910809801 | 0.102106178380397 | 0.0510530891901985 |
| 31 | 0.938680249461368 | 0.122639501077264 | 0.061319750538632 |
| 32 | 0.920929248371749 | 0.158141503256502 | 0.0790707516282512 |
| 33 | 0.912749584354673 | 0.174500831290653 | 0.0872504156453266 |
| 34 | 0.890238075990529 | 0.219523848018943 | 0.109761924009471 |
| 35 | 0.861905826669877 | 0.276188346660246 | 0.138094173330123 |
| 36 | 0.845402735660865 | 0.309194528678271 | 0.154597264339135 |
| 37 | 0.911449430194266 | 0.177101139611467 | 0.0885505698057336 |
| 38 | 0.896386126242729 | 0.207227747514543 | 0.103613873757271 |
| 39 | 0.891490456827552 | 0.217019086344897 | 0.108509543172448 |
| 40 | 0.869121518254902 | 0.261756963490196 | 0.130878481745098 |
| 41 | 0.843748524822437 | 0.312502950355126 | 0.156251475177563 |
| 42 | 0.820665315901288 | 0.358669368197425 | 0.179334684098712 |
| 43 | 0.804761007749851 | 0.390477984500298 | 0.195238992250149 |
| 44 | 0.789770535662616 | 0.420458928674767 | 0.210229464337384 |
| 45 | 0.757865571671104 | 0.484268856657792 | 0.242134428328896 |
| 46 | 0.769598275209616 | 0.460803449580769 | 0.230401724790384 |
| 47 | 0.742765934186863 | 0.514468131626273 | 0.257234065813137 |
| 48 | 0.704297937371785 | 0.591404125256429 | 0.295702062628215 |
| 49 | 0.701741334570318 | 0.596517330859364 | 0.298258665429682 |
| 50 | 0.661600790565058 | 0.676798418869883 | 0.338399209434942 |
| 51 | 0.639057381681354 | 0.721885236637292 | 0.360942618318646 |
| 52 | 0.595499851856127 | 0.809000296287746 | 0.404500148143873 |
| 53 | 0.575552744021242 | 0.848894511957515 | 0.424447255978758 |
| 54 | 0.575284678686101 | 0.849430642627797 | 0.424715321313898 |
| 55 | 0.53846749799652 | 0.923065004006959 | 0.46153250200348 |
| 56 | 0.49519016833191 | 0.990380336663821 | 0.50480983166809 |
| 57 | 0.461402970976716 | 0.922805941953432 | 0.538597029023284 |
| 58 | 0.419197454805204 | 0.838394909610408 | 0.580802545194796 |
| 59 | 0.388412005405299 | 0.776824010810598 | 0.611587994594701 |
| 60 | 0.407038888599302 | 0.814077777198604 | 0.592961111400698 |
| 61 | 0.555052521793232 | 0.889894956413536 | 0.444947478206768 |
| 62 | 0.512766491056268 | 0.974467017887463 | 0.487233508943732 |
| 63 | 0.533116290621798 | 0.933767418756404 | 0.466883709378202 |
| 64 | 0.492943615868778 | 0.985887231737556 | 0.507056384131222 |
| 65 | 0.455488337891461 | 0.910976675782923 | 0.544511662108539 |
| 66 | 0.471572638158748 | 0.943145276317496 | 0.528427361841252 |
| 67 | 0.497201961929881 | 0.994403923859762 | 0.502798038070119 |
| 68 | 0.466456984463148 | 0.932913968926296 | 0.533543015536852 |
| 69 | 0.451948371500636 | 0.903896743001272 | 0.548051628499364 |
| 70 | 0.457998815951306 | 0.915997631902612 | 0.542001184048694 |
| 71 | 0.43331579397825 | 0.8666315879565 | 0.56668420602175 |
| 72 | 0.438183196136837 | 0.876366392273673 | 0.561816803863163 |
| 73 | 0.406366205049435 | 0.81273241009887 | 0.593633794950565 |
| 74 | 0.389773335708291 | 0.779546671416583 | 0.610226664291709 |
| 75 | 0.35391449292801 | 0.707828985856021 | 0.64608550707199 |
| 76 | 0.356476983207372 | 0.712953966414744 | 0.643523016792628 |
| 77 | 0.376630377459189 | 0.753260754918378 | 0.623369622540811 |
| 78 | 0.345521147849446 | 0.691042295698891 | 0.654478852150554 |
| 79 | 0.356298342407834 | 0.712596684815667 | 0.643701657592166 |
| 80 | 0.322291303234813 | 0.644582606469627 | 0.677708696765187 |
| 81 | 0.30930265849022 | 0.61860531698044 | 0.69069734150978 |
| 82 | 0.279829425890423 | 0.559658851780846 | 0.720170574109577 |
| 83 | 0.293219309485546 | 0.586438618971091 | 0.706780690514454 |
| 84 | 0.266802993450999 | 0.533605986901998 | 0.733197006549001 |
| 85 | 0.236235746854343 | 0.472471493708686 | 0.763764253145657 |
| 86 | 0.218734373619145 | 0.437468747238289 | 0.781265626380856 |
| 87 | 0.191524632078589 | 0.383049264157178 | 0.808475367921411 |
| 88 | 0.16982545841339 | 0.339650916826779 | 0.83017454158661 |
| 89 | 0.396795773113613 | 0.793591546227227 | 0.603204226886387 |
| 90 | 0.433474476655249 | 0.866948953310498 | 0.566525523344751 |
| 91 | 0.403292010194096 | 0.806584020388192 | 0.596707989805904 |
| 92 | 0.370129113900336 | 0.740258227800672 | 0.629870886099664 |
| 93 | 0.339696240664323 | 0.679392481328645 | 0.660303759335677 |
| 94 | 0.308354763355024 | 0.616709526710047 | 0.691645236644976 |
| 95 | 0.289930181973462 | 0.579860363946924 | 0.710069818026538 |
| 96 | 0.283643563855866 | 0.567287127711732 | 0.716356436144134 |
| 97 | 0.253941137565514 | 0.507882275131027 | 0.746058862434486 |
| 98 | 0.295827815742743 | 0.591655631485486 | 0.704172184257257 |
| 99 | 0.28129708937121 | 0.56259417874242 | 0.71870291062879 |
| 100 | 0.292221654464096 | 0.584443308928191 | 0.707778345535904 |
| 101 | 0.275995773526774 | 0.551991547053548 | 0.724004226473226 |
| 102 | 0.256190924539832 | 0.512381849079664 | 0.743809075460168 |
| 103 | 0.247637925333461 | 0.495275850666922 | 0.752362074666539 |
| 104 | 0.221869204050016 | 0.443738408100033 | 0.778130795949984 |
| 105 | 0.2782520958676 | 0.5565041917352 | 0.7217479041324 |
| 106 | 0.261909046962154 | 0.523818093924308 | 0.738090953037846 |
| 107 | 0.240089041996295 | 0.480178083992589 | 0.759910958003705 |
| 108 | 0.274797252002727 | 0.549594504005454 | 0.725202747997273 |
| 109 | 0.350042997856175 | 0.70008599571235 | 0.649957002143825 |
| 110 | 0.324344884310105 | 0.64868976862021 | 0.675655115689895 |
| 111 | 0.339145848661484 | 0.678291697322967 | 0.660854151338516 |
| 112 | 0.317973500632925 | 0.635947001265849 | 0.682026499367075 |
| 113 | 0.399424995914857 | 0.798849991829715 | 0.600575004085143 |
| 114 | 0.404005966327974 | 0.808011932655948 | 0.595994033672026 |
| 115 | 0.370304824642103 | 0.740609649284205 | 0.629695175357897 |
| 116 | 0.337588778922558 | 0.675177557845115 | 0.662411221077442 |
| 117 | 0.307006368159027 | 0.614012736318055 | 0.692993631840973 |
| 118 | 0.277364001732949 | 0.554728003465898 | 0.722635998267051 |
| 119 | 0.253507067176312 | 0.507014134352624 | 0.746492932823688 |
| 120 | 0.229493792372006 | 0.458987584744011 | 0.770506207627994 |
| 121 | 0.208953940705906 | 0.417907881411811 | 0.791046059294094 |
| 122 | 0.187332156056846 | 0.374664312113692 | 0.812667843943154 |
| 123 | 0.169797841230666 | 0.339595682461332 | 0.830202158769334 |
| 124 | 0.152255280287835 | 0.30451056057567 | 0.847744719712165 |
| 125 | 0.180170059025654 | 0.360340118051308 | 0.819829940974346 |
| 126 | 0.176731463070276 | 0.353462926140553 | 0.823268536929724 |
| 127 | 0.257437510460868 | 0.514875020921736 | 0.742562489539132 |
| 128 | 0.237930961014359 | 0.475861922028718 | 0.762069038985641 |
| 129 | 0.212543377615653 | 0.425086755231306 | 0.787456622384347 |
| 130 | 0.23795269859983 | 0.475905397199661 | 0.76204730140017 |
| 131 | 0.213906030460167 | 0.427812060920335 | 0.786093969539833 |
| 132 | 0.218175206261311 | 0.436350412522622 | 0.781824793738689 |
| 133 | 0.206196067293338 | 0.412392134586676 | 0.793803932706662 |
| 134 | 0.200686855536359 | 0.401373711072719 | 0.799313144463641 |
| 135 | 0.193264170391414 | 0.386528340782827 | 0.806735829608586 |
| 136 | 0.172209933951292 | 0.344419867902584 | 0.827790066048708 |
| 137 | 0.173871729430698 | 0.347743458861396 | 0.826128270569302 |
| 138 | 0.157279308071908 | 0.314558616143817 | 0.842720691928092 |
| 139 | 0.137725688817096 | 0.275451377634191 | 0.862274311182904 |
| 140 | 0.121402998690192 | 0.242805997380383 | 0.878597001309808 |
| 141 | 0.127365464245207 | 0.254730928490413 | 0.872634535754793 |
| 142 | 0.110273629048627 | 0.220547258097253 | 0.889726370951373 |
| 143 | 0.103625057534499 | 0.207250115068998 | 0.896374942465501 |
| 144 | 0.102695553890803 | 0.205391107781606 | 0.897304446109197 |
| 145 | 0.0963192467275291 | 0.192638493455058 | 0.903680753272471 |
| 146 | 0.0915348331971603 | 0.183069666394321 | 0.90846516680284 |
| 147 | 0.081603259829284 | 0.163206519658568 | 0.918396740170716 |
| 148 | 0.112230911801752 | 0.224461823603503 | 0.887769088198248 |
| 149 | 0.11180941770182 | 0.22361883540364 | 0.88819058229818 |
| 150 | 0.100810914840836 | 0.201621829681672 | 0.899189085159164 |
| 151 | 0.103594167254733 | 0.207188334509466 | 0.896405832745267 |
| 152 | 0.105887938023613 | 0.211775876047226 | 0.894112061976387 |
| 153 | 0.176107569651951 | 0.352215139303902 | 0.823892430348049 |
| 154 | 0.158026140346781 | 0.316052280693561 | 0.841973859653219 |
| 155 | 0.138214669742308 | 0.276429339484616 | 0.861785330257692 |
| 156 | 0.214242659145646 | 0.428485318291293 | 0.785757340854354 |
| 157 | 0.192837927861105 | 0.38567585572221 | 0.807162072138895 |
| 158 | 0.176858306893565 | 0.35371661378713 | 0.823141693106435 |
| 159 | 0.172571978107055 | 0.34514395621411 | 0.827428021892945 |
| 160 | 0.166422629161532 | 0.332845258323064 | 0.833577370838468 |
| 161 | 0.17043430387213 | 0.34086860774426 | 0.82956569612787 |
| 162 | 0.199159026971605 | 0.39831805394321 | 0.800840973028395 |
| 163 | 0.179885883127012 | 0.359771766254024 | 0.820114116872988 |
| 164 | 0.166906389700692 | 0.333812779401384 | 0.833093610299308 |
| 165 | 0.150857624786191 | 0.301715249572382 | 0.849142375213809 |
| 166 | 0.192430279577711 | 0.384860559155422 | 0.807569720422289 |
| 167 | 0.221099693883238 | 0.442199387766477 | 0.778900306116762 |
| 168 | 0.202351864438715 | 0.40470372887743 | 0.797648135561285 |
| 169 | 0.208829588136168 | 0.417659176272336 | 0.791170411863832 |
| 170 | 0.233934033158646 | 0.467868066317291 | 0.766065966841354 |
| 171 | 0.213013520687013 | 0.426027041374026 | 0.786986479312987 |
| 172 | 0.225744204791174 | 0.451488409582348 | 0.774255795208826 |
| 173 | 0.202014246779709 | 0.404028493559418 | 0.797985753220291 |
| 174 | 0.252963465538441 | 0.505926931076881 | 0.747036534461559 |
| 175 | 0.229739856696876 | 0.459479713393752 | 0.770260143303124 |
| 176 | 0.238823459925311 | 0.477646919850622 | 0.761176540074689 |
| 177 | 0.233188694987759 | 0.466377389975518 | 0.766811305012241 |
| 178 | 0.208373061961736 | 0.416746123923472 | 0.791626938038264 |
| 179 | 0.186715989509541 | 0.373431979019082 | 0.813284010490459 |
| 180 | 0.180136431583108 | 0.360272863166216 | 0.819863568416892 |
| 181 | 0.163150070195217 | 0.326300140390433 | 0.836849929804783 |
| 182 | 0.189434740425925 | 0.378869480851849 | 0.810565259574075 |
| 183 | 0.16682263387983 | 0.333645267759661 | 0.83317736612017 |
| 184 | 0.149516527139619 | 0.299033054279238 | 0.850483472860381 |
| 185 | 0.139194789451852 | 0.278389578903704 | 0.860805210548148 |
| 186 | 0.122247074280256 | 0.244494148560512 | 0.877752925719744 |
| 187 | 0.110274316180094 | 0.220548632360188 | 0.889725683819906 |
| 188 | 0.107475305708466 | 0.214950611416933 | 0.892524694291534 |
| 189 | 0.0925191537911465 | 0.185038307582293 | 0.907480846208853 |
| 190 | 0.0863787754100094 | 0.172757550820019 | 0.913621224589991 |
| 191 | 0.0863939562020224 | 0.172787912404045 | 0.913606043797978 |
| 192 | 0.0801679253130914 | 0.160335850626183 | 0.919832074686909 |
| 193 | 0.068410361067185 | 0.13682072213437 | 0.931589638932815 |
| 194 | 0.0578498885905822 | 0.115699777181164 | 0.942150111409418 |
| 195 | 0.0486493991875963 | 0.0972987983751925 | 0.951350600812404 |
| 196 | 0.0769629212735271 | 0.153925842547054 | 0.923037078726473 |
| 197 | 0.0998944647324964 | 0.199788929464993 | 0.900105535267504 |
| 198 | 0.0992158993427043 | 0.198431798685409 | 0.900784100657296 |
| 199 | 0.14624021631086 | 0.292480432621719 | 0.85375978368914 |
| 200 | 0.127220197837622 | 0.254440395675245 | 0.872779802162378 |
| 201 | 0.117766323772981 | 0.235532647545961 | 0.882233676227019 |
| 202 | 0.109645406722972 | 0.219290813445945 | 0.890354593277028 |
| 203 | 0.0949524889029167 | 0.189904977805833 | 0.905047511097083 |
| 204 | 0.109703061856755 | 0.21940612371351 | 0.890296938143245 |
| 205 | 0.0945728506593444 | 0.189145701318689 | 0.905427149340656 |
| 206 | 0.113191648287852 | 0.226383296575704 | 0.886808351712148 |
| 207 | 0.1426312464041 | 0.285262492808199 | 0.8573687535959 |
| 208 | 0.179954414832836 | 0.359908829665673 | 0.820045585167164 |
| 209 | 0.161347304903993 | 0.322694609807986 | 0.838652695096007 |
| 210 | 0.160750378926975 | 0.32150075785395 | 0.839249621073025 |
| 211 | 0.155725344148132 | 0.311450688296265 | 0.844274655851868 |
| 212 | 0.156564764854347 | 0.313129529708693 | 0.843435235145653 |
| 213 | 0.19686632160383 | 0.393732643207659 | 0.80313367839617 |
| 214 | 0.178192797071639 | 0.356385594143279 | 0.821807202928361 |
| 215 | 0.23120976374647 | 0.462419527492941 | 0.768790236253529 |
| 216 | 0.232335672877324 | 0.464671345754648 | 0.767664327122676 |
| 217 | 0.20873604090023 | 0.41747208180046 | 0.79126395909977 |
| 218 | 0.257218764909022 | 0.514437529818043 | 0.742781235090978 |
| 219 | 0.264185045627919 | 0.528370091255839 | 0.735814954372081 |
| 220 | 0.283417416512944 | 0.566834833025887 | 0.716582583487056 |
| 221 | 0.365076954983539 | 0.730153909967078 | 0.634923045016461 |
| 222 | 0.710605122988906 | 0.578789754022188 | 0.289394877011094 |
| 223 | 0.67899587894349 | 0.642008242113021 | 0.32100412105651 |
| 224 | 0.717695288339809 | 0.564609423320381 | 0.282304711660191 |
| 225 | 0.682457427750804 | 0.635085144498392 | 0.317542572249196 |
| 226 | 0.666927930423944 | 0.666144139152112 | 0.333072069576056 |
| 227 | 0.656617920297612 | 0.686764159404776 | 0.343382079702388 |
| 228 | 0.722421486332682 | 0.555157027334635 | 0.277578513667318 |
| 229 | 0.690949135508979 | 0.618101728982042 | 0.309050864491021 |
| 230 | 0.784061174623282 | 0.431877650753437 | 0.215938825376718 |
| 231 | 0.751764337170496 | 0.496471325659007 | 0.248235662829504 |
| 232 | 0.715806923457966 | 0.568386153084068 | 0.284193076542034 |
| 233 | 0.684869142797838 | 0.630261714404323 | 0.315130857202162 |
| 234 | 0.668566043364108 | 0.662867913271784 | 0.331433956635892 |
| 235 | 0.627722192359874 | 0.744555615280252 | 0.372277807640126 |
| 236 | 0.588725394279106 | 0.822549211441789 | 0.411274605720894 |
| 237 | 0.653331462828337 | 0.693337074343327 | 0.346668537171663 |
| 238 | 0.617030866857124 | 0.765938266285752 | 0.382969133142876 |
| 239 | 0.581313417797712 | 0.837373164404575 | 0.418686582202288 |
| 240 | 0.534645479743425 | 0.93070904051315 | 0.465354520256575 |
| 241 | 0.513641625877153 | 0.972716748245693 | 0.486358374122847 |
| 242 | 0.497531995492637 | 0.995063990985275 | 0.502468004507363 |
| 243 | 0.489561627156816 | 0.979123254313631 | 0.510438372843184 |
| 244 | 0.445005481484873 | 0.890010962969746 | 0.554994518515127 |
| 245 | 0.540684860994815 | 0.918630278010371 | 0.459315139005185 |
| 246 | 0.528752116296796 | 0.942495767406409 | 0.471247883703204 |
| 247 | 0.533982744426014 | 0.932034511147972 | 0.466017255573986 |
| 248 | 0.52491295533856 | 0.95017408932288 | 0.47508704466144 |
| 249 | 0.476415923473051 | 0.952831846946103 | 0.523584076526949 |
| 250 | 0.42796789471236 | 0.85593578942472 | 0.57203210528764 |
| 251 | 0.421264142940272 | 0.842528285880544 | 0.578735857059728 |
| 252 | 0.41690877738109 | 0.83381755476218 | 0.58309122261891 |
| 253 | 0.461885950319565 | 0.923771900639129 | 0.538114049680435 |
| 254 | 0.410352062957122 | 0.820704125914244 | 0.589647937042878 |
| 255 | 0.400825716697144 | 0.801651433394288 | 0.599174283302856 |
| 256 | 0.626465732006702 | 0.747068535986595 | 0.373534267993298 |
| 257 | 0.701350783838778 | 0.597298432322444 | 0.298649216161222 |
| 258 | 0.765623502908599 | 0.468752994182802 | 0.234376497091401 |
| 259 | 0.812431904159602 | 0.375136191680796 | 0.187568095840398 |
| 260 | 0.795098966285812 | 0.409802067428376 | 0.204901033714188 |
| 261 | 0.850273755982228 | 0.299452488035544 | 0.149726244017772 |
| 262 | 0.816916551581224 | 0.366166896837553 | 0.183083448418776 |
| 263 | 0.768757332574891 | 0.462485334850218 | 0.231242667425109 |
| 264 | 0.864344223797121 | 0.271311552405758 | 0.135655776202879 |
| 265 | 0.816603257039658 | 0.366793485920684 | 0.183396742960342 |
| 266 | 0.763450818890714 | 0.473098362218573 | 0.236549181109286 |
| 267 | 0.741472796652273 | 0.517054406695455 | 0.258527203347727 |
| 268 | 0.701174465740624 | 0.597651068518752 | 0.298825534259376 |
| 269 | 0.631599649540671 | 0.736800700918658 | 0.368400350459329 |
| 270 | 0.565407886812512 | 0.869184226374976 | 0.434592113187488 |
| 271 | 0.58866036324143 | 0.82267927351714 | 0.41133963675857 |
| 272 | 0.495412139508227 | 0.990824279016454 | 0.504587860491773 |
| 273 | 0.399608759524835 | 0.79921751904967 | 0.600391240475165 |
| 274 | 0.315804056715555 | 0.63160811343111 | 0.684195943284445 |
| 275 | 0.243570586386381 | 0.487141172772762 | 0.756429413613619 |
| 276 | 0.166516639025796 | 0.333033278051592 | 0.833483360974204 |
| 277 | 0.106336041260759 | 0.212672082521518 | 0.893663958739241 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 0 | 0 | OK |
| 5% type I error level | 1 | 0.00374531835205993 | OK |
| 10% type I error level | 4 | 0.0149812734082397 | OK |
