| Multiple Linear Regression - Estimated Regression Equation |
| Personenwagens[t] = + 38757.9296737345 -6100.47698271832Eurosuperbenzine[t] -19155.6727897649Diesel[t] + 21792.8613239085LPG[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) | 38757.9296737345 | 11275.816813 | 3.4373 | 0.001115 | 0.000557 |
| Eurosuperbenzine | -6100.47698271832 | 28565.29279 | -0.2136 | 0.831664 | 0.415832 |
| Diesel | -19155.6727897649 | 28730.533687 | -0.6667 | 0.507679 | 0.253839 |
| LPG | 21792.8613239085 | 28880.270062 | 0.7546 | 0.453655 | 0.226827 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.316689214034048 |
| R-squared | 0.100292058285503 |
| Adjusted R-squared | 0.052093418550798 |
| F-TEST (value) | 2.08080682022419 |
| F-TEST (DF numerator) | 3 |
| F-TEST (DF denominator) | 56 |
| p-value | 0.113061609476628 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 6292.56516133407 |
| Sum Squared Residuals | 2217397073.33957 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 37702 | 26816.2859003583 | 10885.7140996417 |
| 2 | 30364 | 25726.9242534346 | 4637.07574656537 |
| 3 | 32609 | 25822.5619077476 | 6786.43809225244 |
| 4 | 30212 | 25325.981330714 | 4886.01866928601 |
| 5 | 29965 | 24829.4007536804 | 5135.59924631957 |
| 6 | 28352 | 24881.8631050915 | 3470.13689490849 |
| 7 | 25814 | 24567.7339989959 | 1246.26600100408 |
| 8 | 22414 | 24793.9236113793 | -2379.92361137932 |
| 9 | 20506 | 24445.7244593416 | -3939.72445934156 |
| 10 | 28806 | 25412.7951473390 | 3393.20485266096 |
| 11 | 22228 | 25978.9229126159 | -3750.92291261589 |
| 12 | 13971 | 25359.7699573844 | -11388.7699573844 |
| 13 | 36845 | 26423.0411382384 | 10421.9588617616 |
| 14 | 35338 | 26274.6597132426 | 9063.34028675744 |
| 15 | 35022 | 25612.612874381 | 9409.387125619 |
| 16 | 34777 | 25299.3280261008 | 9477.67197389923 |
| 17 | 26887 | 25203.4089525161 | 1683.59104748395 |
| 18 | 23970 | 25900.0886758634 | -1930.08867586337 |
| 19 | 22780 | 25403.226679558 | -2623.22667955801 |
| 20 | 17351 | 25403.226679558 | -8052.22667955801 |
| 21 | 21382 | 25551.8895238256 | -4169.8895238256 |
| 22 | 24561 | 25282.5246085404 | -721.524608540359 |
| 23 | 17409 | 26170.7610597853 | -8761.76105978532 |
| 24 | 11514 | 26667.6230560907 | -15153.6230560907 |
| 25 | 31514 | 26510.9806319506 | 5003.01936804944 |
| 26 | 27071 | 26032.2295218423 | 1038.77047815767 |
| 27 | 29462 | 25675.4879513885 | 3786.51204861153 |
| 28 | 26105 | 25264.4137223432 | 840.586277656764 |
| 29 | 22397 | 25812.4306014230 | -3415.43060142296 |
| 30 | 23843 | 25559.8691036981 | -1716.86910369813 |
| 31 | 21705 | 25716.7929471100 | -4011.79294711003 |
| 32 | 18089 | 25089.660412006 | -7000.660412006 |
| 33 | 20764 | 25211.9513709322 | -4447.95137093215 |
| 34 | 25316 | 25394.9656804137 | -78.9656804137012 |
| 35 | 17704 | 25639.2661789942 | -7935.26617899422 |
| 36 | 15548 | 25891.8276767191 | -10343.8276767191 |
| 37 | 28029 | 25830.8229068919 | 2198.17709310813 |
| 38 | 29383 | 25743.4462517233 | 3639.55374827675 |
| 39 | 36438 | 25107.7712982031 | 11330.2287017969 |
| 40 | 32034 | 24158.530077131 | 7875.46992286902 |
| 41 | 22679 | 23435.759887714 | -756.759887714016 |
| 42 | 24319 | 24036.8019567484 | 282.198043251605 |
| 43 | 18004 | 23374.7551178868 | -5370.75511788683 |
| 44 | 17537 | 22852.8287048768 | -5315.82870487676 |
| 45 | 20366 | 23315.0578166964 | -2949.05781669636 |
| 46 | 22782 | 23176.5262787534 | -394.526278753373 |
| 47 | 19169 | 23524.7254307911 | -4355.72543079114 |
| 48 | 13807 | 23428.5249379346 | -9621.52493793463 |
| 49 | 29743 | 23819.8993928742 | 5923.10060712576 |
| 50 | 25591 | 22913.8334747039 | 2677.16652529606 |
| 51 | 29096 | 22487.8261352786 | 6608.17386472141 |
| 52 | 26482 | 21103.0091070001 | 5378.99089299994 |
| 53 | 22405 | 20919.7133782467 | 1485.28662175328 |
| 54 | 27044 | 19369.4300881402 | 7674.56991185981 |
| 55 | 17970 | 18864.5885119623 | -894.588511962318 |
| 56 | 18730 | 18742.5789723080 | -12.5789723079513 |
| 57 | 19684 | 19301.0085769841 | 382.991423015939 |
| 58 | 19785 | 20321.1044549362 | -536.104454936201 |
| 59 | 18479 | 21392.0737963909 | -2913.07379639093 |
| 60 | 10698 | 22376.2293212206 | -11678.2293212206 |
