| Multiple Linear Regression - Estimated Regression Equation |
| CorrectAnalysis[t] = + 0.0220063456107106 + 0.00230155445681135UseLimit[t] -0.144605867874801T20[t] + 0.229531049203895Used[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) | 0.0220063456107106 | 0.031272 | 0.7037 | 0.484164 | 0.242082 |
| UseLimit | 0.00230155445681135 | 0.049194 | 0.0468 | 0.96283 | 0.481415 |
| T20 | -0.144605867874801 | 0.056473 | -2.5606 | 0.012819 | 0.006409 |
| Used | 0.229531049203895 | 0.059164 | 3.8796 | 0.00025 | 0.000125 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.467544814516272 |
| R-squared | 0.218598153581055 |
| Adjusted R-squared | 0.181969942030167 |
| F-TEST (value) | 5.96802694768086 |
| F-TEST (DF numerator) | 3 |
| F-TEST (DF denominator) | 64 |
| p-value | 0.00118508809399032 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 0.18711563548055 |
| Sum Squared Residuals | 2.24078470664256 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 0 | 0.024307900067522 | -0.024307900067522 |
| 2 | 0 | 0.109233081396615 | -0.109233081396615 |
| 3 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 4 | 0 | 0.0220063456107104 | -0.0220063456107104 |
| 5 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 6 | 0 | -0.120297967807279 | 0.120297967807279 |
| 7 | 0 | 0.0243079000675219 | -0.0243079000675219 |
| 8 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 9 | 0 | -0.122599522264091 | 0.122599522264091 |
| 10 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 11 | 0 | -0.120297967807279 | 0.120297967807279 |
| 12 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 13 | 0 | 0.0243079000675219 | -0.0243079000675219 |
| 14 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 15 | 0 | 0.0243079000675219 | -0.0243079000675219 |
| 16 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 17 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 18 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 19 | 0 | 0.106931526939804 | -0.106931526939804 |
| 20 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 21 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 22 | 0 | 0.109233081396615 | -0.109233081396615 |
| 23 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 24 | 0 | 0.0243079000675219 | -0.0243079000675219 |
| 25 | 0 | 0.109233081396615 | -0.109233081396615 |
| 26 | 0 | -0.122599522264091 | 0.122599522264091 |
| 27 | 0 | 0.251537394814605 | -0.251537394814605 |
| 28 | 0 | 0.109233081396615 | -0.109233081396615 |
| 29 | 0 | 0.0243079000675219 | -0.0243079000675219 |
| 30 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 31 | 0 | 0.0243079000675219 | -0.0243079000675219 |
| 32 | 0 | 0.0243079000675219 | -0.0243079000675219 |
| 33 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 34 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 35 | 0 | 0.0243079000675219 | -0.0243079000675219 |
| 36 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 37 | 0 | 0.109233081396615 | -0.109233081396615 |
| 38 | 0 | 0.251537394814605 | -0.251537394814605 |
| 39 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 40 | 0 | -0.122599522264091 | 0.122599522264091 |
| 41 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 42 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 43 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 44 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 45 | 0 | 0.0243079000675219 | -0.0243079000675219 |
| 46 | 0 | 0.0243079000675219 | -0.0243079000675219 |
| 47 | 0 | 0.253838949271416 | -0.253838949271416 |
| 48 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 49 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 50 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 51 | 0 | 0.253838949271416 | -0.253838949271416 |
| 52 | 0 | 0.109233081396615 | -0.109233081396615 |
| 53 | 0 | -0.122599522264091 | 0.122599522264091 |
| 54 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 55 | 1 | 0.251537394814605 | 0.748462605185395 |
| 56 | 0 | 0.106931526939804 | -0.106931526939804 |
| 57 | 0 | 0.0243079000675219 | -0.0243079000675219 |
| 58 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 59 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 60 | 0 | -0.122599522264091 | 0.122599522264091 |
| 61 | 0 | 0.106931526939804 | -0.106931526939804 |
| 62 | 0 | -0.122599522264091 | 0.122599522264091 |
| 63 | 0 | 0.0243079000675219 | -0.0243079000675219 |
| 64 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 65 | 0 | 0.0220063456107106 | -0.0220063456107106 |
| 66 | 1 | 0.253838949271416 | 0.746161050728584 |
| 67 | 1 | 0.253838949271416 | 0.746161050728584 |
| 68 | 0 | 0.253838949271416 | -0.253838949271416 |
| Goldfeld-Quandt test for Heteroskedasticity | |||
| p-values | Alternative Hypothesis | ||
| breakpoint index | greater | 2-sided | less |
| 7 | 0 | 0 | 1 |
| 8 | 0 | 0 | 1 |
| 9 | 0 | 0 | 1 |
| 10 | 0 | 0 | 1 |
| 11 | 0 | 0 | 1 |
| 12 | 0 | 0 | 1 |
| 13 | 0 | 0 | 1 |
| 14 | 0 | 0 | 1 |
| 15 | 0 | 0 | 1 |
| 16 | 0 | 0 | 1 |
| 17 | 0 | 0 | 1 |
| 18 | 0 | 0 | 1 |
| 19 | 0 | 0 | 1 |
| 20 | 0 | 0 | 1 |
| 21 | 0 | 0 | 1 |
| 22 | 0 | 0 | 1 |
| 23 | 0 | 0 | 1 |
| 24 | 0 | 0 | 1 |
| 25 | 0 | 0 | 1 |
| 26 | 0 | 0 | 1 |
| 27 | 0 | 0 | 1 |
| 28 | 0 | 0 | 1 |
| 29 | 0 | 0 | 1 |
| 30 | 0 | 0 | 1 |
| 31 | 0 | 0 | 1 |
| 32 | 0 | 0 | 1 |
| 33 | 0 | 0 | 1 |
| 34 | 0 | 0 | 1 |
| 35 | 0 | 0 | 1 |
| 36 | 0 | 0 | 1 |
| 37 | 0 | 0 | 1 |
| 38 | 0 | 0 | 1 |
| 39 | 0 | 0 | 1 |
| 40 | 0 | 0 | 1 |
| 41 | 0 | 0 | 1 |
| 42 | 0 | 0 | 1 |
| 43 | 0 | 0 | 1 |
| 44 | 0 | 0 | 1 |
| 45 | 0 | 0 | 1 |
| 46 | 0 | 0 | 1 |
| 47 | 0 | 0 | 1 |
| 48 | 0 | 0 | 1 |
| 49 | 0 | 0 | 1 |
| 50 | 0 | 0 | 1 |
| 51 | 0 | 0 | 1 |
| 52 | 0 | 0 | 1 |
| 53 | 0 | 0 | 1 |
| 54 | 0 | 0 | 1 |
| 55 | 9.25742620220477e-06 | 1.85148524044095e-05 | 0.999990742573798 |
| 56 | 7.33985405318865e-06 | 1.46797081063773e-05 | 0.999992660145947 |
| 57 | 4.06585532990363e-06 | 8.13171065980726e-06 | 0.99999593414467 |
| 58 | 1.30063339731148e-06 | 2.60126679462296e-06 | 0.999998699366603 |
| 59 | 3.73734640182809e-07 | 7.47469280365618e-07 | 0.99999962626536 |
| 60 | 1.40939682348334e-07 | 2.81879364696668e-07 | 0.999999859060318 |
| 61 | 3.39718411585162e-07 | 6.79436823170324e-07 | 0.999999660281588 |
| Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity | |||
| Description | # significant tests | % significant tests | OK/NOK |
| 1% type I error level | 55 | 1 | NOK |
| 5% type I error level | 55 | 1 | NOK |
| 10% type I error level | 55 | 1 | NOK |
