| Multiple Linear Regression - Estimated Regression Equation |
| SWS[t] = + 3.90251060291830e-15 -2.60766319228936e-18BodyW[t] + 3.73591105584469e-19BrainW[t] -0.999999999999999PS[t] + 1TS[t] -6.5599409757104e-18LifeSpan[t] -1.18067716440613e-18GT[t] -1.80651147672450e-15PI[t] -1.41855482167557e-15SEI[t] + 3.09735631561724e-15ODI[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) | 3.90251060291830e-15 | 0 | 0.9507 | 0.346311 | 0.173156 |
| BodyW | -2.60766319228936e-18 | 0 | -0.3513 | 0.726844 | 0.363422 |
| BrainW | 3.73591105584469e-19 | 0 | 0.0855 | 0.93224 | 0.46612 |
| PS | -0.999999999999999 | 0 | -1345466643607859 | 0 | 0 |
| TS | 1 | 0 | 4352397546464108 | 0 | 0 |
| LifeSpan | -6.5599409757104e-18 | 0 | -0.1158 | 0.908298 | 0.454149 |
| GT | -1.18067716440613e-18 | 0 | -0.1233 | 0.902388 | 0.451194 |
| PI | -1.80651147672450e-15 | 0 | -1.2384 | 0.221335 | 0.110668 |
| SEI | -1.41855482167557e-15 | 0 | -1.5628 | 0.124414 | 0.062207 |
| ODI | 3.09735631561724e-15 | 0 | 1.4641 | 0.149418 | 0.074709 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 1 |
| R-squared | 1 |
| Adjusted R-squared | 1 |
| F-TEST (value) | 4.51833201861869e+30 |
| F-TEST (DF numerator) | 9 |
| F-TEST (DF denominator) | 50 |
| p-value | 0 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 4.48660196962828e-15 |
| Sum Squared Residuals | 1.00647986169362e-27 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 6.3 | 6.29999999999997 | 2.82984272371989e-14 |
| 2 | 2.1 | 2.1 | -1.55057448124169e-15 |
| 3 | 9.1 | 9.1 | -6.74002398415465e-16 |
| 4 | 15.8 | 15.8 | 3.78604810682705e-15 |
| 5 | 5.2 | 5.2 | -8.71674959388824e-16 |
| 6 | 10.9 | 10.9 | -1.07496909021451e-15 |
| 7 | 8.3 | 8.3 | 9.1097574417062e-16 |
| 8 | 11 | 11 | 2.612964737267e-15 |
| 9 | 3.2 | 3.2 | -1.3106652950192e-17 |
| 10 | 6.3 | 6.3 | -2.41050600199826e-15 |
| 11 | 8.6 | 8.6 | 3.59745374515703e-16 |
| 12 | 6.6 | 6.6 | -2.9170739510406e-15 |
| 13 | 9.5 | 9.5 | 2.85417236666445e-16 |
| 14 | 3.3 | 3.3 | -1.50251045196857e-16 |
| 15 | 11 | 11 | -1.63236646445596e-15 |
| 16 | 4.7 | 4.7 | 1.93624121990118e-15 |
| 17 | 10.4 | 10.4 | -1.83067179595234e-15 |
| 18 | 7.4 | 7.4 | 1.08509994120049e-15 |
| 19 | 2.1 | 2.1 | -9.89600837025628e-16 |
| 20 | 7.7 | 7.7 | -1.36165324727408e-15 |
| 21 | 17.9 | 17.9 | -7.1910182012252e-16 |
| 22 | 6.1 | 6.1 | -1.11743333014729e-15 |
| 23 | 11.9 | 11.9 | -5.04616756415198e-16 |
| 24 | 10.8 | 10.8 | -1.26573067885998e-15 |
| 25 | 13.8 | 13.8 | 2.1235389234113e-15 |
| 26 | 14.3 | 14.3 | 3.23214756066576e-15 |
| 27 | 15.2 | 15.2 | -1.36179893330729e-15 |
| 28 | 10 | 10 | -6.80158153322428e-16 |
| 29 | 11.9 | 11.9 | -3.97863046295061e-16 |
| 30 | 6.5 | 6.5 | -1.05719883892986e-15 |
| 31 | 7.5 | 7.5 | -8.1623669131203e-17 |
| 32 | 10.6 | 10.6 | -3.48939743051969e-15 |
| 33 | 7.4 | 7.4 | -2.11976525850569e-15 |
| 34 | 8.4 | 8.4 | 1.58302997856186e-15 |
| 35 | 5.7 | 5.7 | -2.28555979761372e-16 |
| 36 | 4.9 | 4.9 | -2.22485258119647e-15 |
| 37 | 3.2 | 3.2 | -2.86132929834189e-16 |
| 38 | 11 | 11 | -3.62311786501690e-15 |
| 39 | 4.9 | 4.9 | -3.64065293609689e-15 |
| 40 | 13.2 | 13.2 | 9.11009610508859e-17 |
| 41 | 9.7 | 9.7 | -2.65600488809830e-15 |
| 42 | 12.8 | 12.8 | 9.984541986002e-16 |
| 43 | 6.3 | 6.3 | -5.38475534204902e-15 |
| 44 | 2.1 | 2.1 | 1.67252468663414e-15 |
| 45 | 9.1 | 9.1 | -1.03060624012443e-15 |
| 46 | 15.8 | 15.8 | -3.47248712996384e-16 |
| 47 | 5.2 | 5.2 | 1.55585115730031e-15 |
| 48 | 10.9 | 10.9 | -1.07496909021452e-15 |
| 49 | 8.3 | 8.3 | 9.10975744170619e-16 |
| 50 | 11 | 11 | 2.61296473726701e-15 |
| 51 | 3.2 | 3.2 | -1.31066529501912e-17 |
| 52 | 6.3 | 6.3 | -2.41050600199826e-15 |
| 53 | 8.6 | 8.6 | 3.59745374515703e-16 |
| 54 | 6.6 | 6.6 | -2.9170739510406e-15 |
| 55 | 9.5 | 9.5 | 2.85417236666445e-16 |
| 56 | 3.3 | 3.3 | -1.50251045196857e-16 |
| 57 | 11 | 11 | -1.63236646445596e-15 |
| 58 | 4.7 | 4.7 | 1.93624121990118e-15 |
| 59 | 10.4 | 10.4 | -1.83067179595234e-15 |
| 60 | 7.4 | 7.4 | 1.08509994120049e-15 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 13 | 0.417457130629511 | 0.834914261259022 | 0.582542869370489 |
| 14 | 0.0235697516980491 | 0.0471395033960982 | 0.97643024830195 |
| 15 | 0.939848449898536 | 0.120303100202927 | 0.0601515501014637 |
| 16 | 7.38772163032634e-05 | 0.000147754432606527 | 0.999926122783697 |
| 17 | 0.0165709313512618 | 0.0331418627025237 | 0.983429068648738 |
| 18 | 0.686230927561171 | 0.627538144877658 | 0.313769072438829 |
| 19 | 9.78609864952819e-06 | 1.95721972990564e-05 | 0.99999021390135 |
| 20 | 0.132675064274820 | 0.265350128549641 | 0.86732493572518 |
| 21 | 0.999967105434647 | 6.57891307069267e-05 | 3.28945653534633e-05 |
| 22 | 0.0516680688068073 | 0.103336137613615 | 0.948331931193193 |
| 23 | 0.468852483002698 | 0.937704966005395 | 0.531147516997302 |
| 24 | 4.39279151787076e-05 | 8.78558303574153e-05 | 0.99995607208482 |
| 25 | 0.999998873752882 | 2.25249423583883e-06 | 1.12624711791941e-06 |
| 26 | 2.04884776505975e-08 | 4.0976955301195e-08 | 0.999999979511522 |
| 27 | 0.149334097384373 | 0.298668194768746 | 0.850665902615627 |
| 28 | 0.373569026934274 | 0.747138053868548 | 0.626430973065726 |
| 29 | 0.998562069802646 | 0.00287586039470803 | 0.00143793019735401 |
| 30 | 0.58555566185728 | 0.828888676285439 | 0.414444338142719 |
| 31 | 0.999934750136783 | 0.000130499726433702 | 6.52498632168508e-05 |
| 32 | 0.00039221986705892 | 0.00078443973411784 | 0.99960778013294 |
| 33 | 0.535228857037842 | 0.929542285924317 | 0.464771142962158 |
| 34 | 0.000226827331795163 | 0.000453654663590326 | 0.999773172668205 |
| 35 | 0.488970191702752 | 0.977940383405505 | 0.511029808297248 |
| 36 | 0.14655207902159 | 0.29310415804318 | 0.85344792097841 |
| 37 | 0.948044656754758 | 0.103910686490484 | 0.0519553432452419 |
| 38 | 0.79461706488114 | 0.410765870237719 | 0.205382935118860 |
| 39 | 0.00722014751430422 | 0.0144402950286084 | 0.992779852485696 |
| 40 | 0.0450060830375399 | 0.0900121660750798 | 0.95499391696246 |
| 41 | 0.388847585253040 | 0.777695170506081 | 0.61115241474696 |
| 42 | 0.00914019272735561 | 0.0182803854547112 | 0.990859807272644 |
| 43 | 0.952976358148224 | 0.0940472837035527 | 0.0470236418517763 |
| 44 | 0.732423791352084 | 0.535152417295832 | 0.267576208647916 |
| 45 | 0.545631652714176 | 0.908736694571648 | 0.454368347285824 |
| 46 | 0.246389704679345 | 0.492779409358691 | 0.753610295320654 |
| 47 | 0.295892855278387 | 0.591785710556774 | 0.704107144721613 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 10 | 0.285714285714286 | NOK |
| 5% type I error level | 14 | 0.4 | NOK |
| 10% type I error level | 16 | 0.457142857142857 | NOK |
