| Multiple Linear Regression - Estimated Regression Equation |
| olie[t] = + 131.058720667153 + 0.0777048133057692wagens[t] -0.365660000574707electric[t] -0.0686328689875479vervoers[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) | 131.058720667153 | 32.037171 | 4.0908 | 0.000116 | 5.8e-05 |
| wagens | 0.0777048133057692 | 0.099594 | 0.7802 | 0.437971 | 0.218985 |
| electric | -0.365660000574707 | 0.28047 | -1.3037 | 0.196718 | 0.098359 |
| vervoers | -0.0686328689875479 | 0.191959 | -0.3575 | 0.721796 | 0.360898 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.189440361235054 |
| R-squared | 0.0358876504648676 |
| Adjusted R-squared | -0.00664671789697646 |
| F-TEST (value) | 0.843733005732395 |
| F-TEST (DF numerator) | 3 |
| F-TEST (DF denominator) | 68 |
| p-value | 0.474688991216682 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 24.6583433727325 |
| Sum Squared Residuals | 41346.3050563555 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 85.6 | 100.903779444029 | -15.3037794440286 |
| 2 | 89 | 99.9796480742283 | -10.9796480742283 |
| 3 | 97.5 | 94.3124166034401 | 3.18758339655989 |
| 4 | 104 | 92.7669836742388 | 11.2330163257612 |
| 5 | 99.4 | 89.9064325937261 | 9.4935674062739 |
| 6 | 103.2 | 84.7923699374314 | 18.4076300625686 |
| 7 | 103 | 87.7093282360578 | 15.2906717639422 |
| 8 | 91.2 | 93.1509758040077 | -1.95097580400765 |
| 9 | 85.9 | 92.5505360005159 | -6.65053600051587 |
| 10 | 80.7 | 94.1312074332206 | -13.4312074332205 |
| 11 | 86.7 | 94.9537496770423 | -8.25374967704227 |
| 12 | 80.7 | 97.5549310573292 | -16.8549310573292 |
| 13 | 81.5 | 101.351940997572 | -19.851940997572 |
| 14 | 83.4 | 96.2824253609686 | -12.8824253609686 |
| 15 | 83.5 | 94.364807754812 | -10.8648077548119 |
| 16 | 89.5 | 89.9455558317093 | -0.445555831709287 |
| 17 | 85.8 | 88.4078576683805 | -2.60785766838047 |
| 18 | 77.4 | 85.1953954579683 | -7.7953954579683 |
| 19 | 67.5 | 89.2631770919926 | -21.7631770919926 |
| 20 | 63.7 | 92.7839193104483 | -29.0839193104483 |
| 21 | 59.4 | 91.3279517112282 | -31.9279517112282 |
| 22 | 62 | 93.7640569533147 | -31.7640569533147 |
| 23 | 62.4 | 93.5260792769522 | -31.1260792769522 |
| 24 | 58.1 | 94.9590484214792 | -36.8590484214792 |
| 25 | 58 | 96.8447912606363 | -38.8447912606363 |
| 26 | 56.3 | 94.9569054251006 | -38.6569054251006 |
| 27 | 61.4 | 90.819721624944 | -29.4197216249440 |
| 28 | 59.8 | 87.8617292734322 | -28.0617292734322 |
| 29 | 54.3 | 86.314080440707 | -32.014080440707 |
| 30 | 47 | 80.4140939073591 | -33.4140939073591 |
| 31 | 50.5 | 93.4633076753063 | -42.9633076753063 |
| 32 | 48.1 | 91.575667351629 | -43.475667351629 |
| 33 | 58.8 | 90.2595155751762 | -31.4595155751762 |
| 34 | 70.4 | 92.7476454583751 | -22.3476454583751 |
| 35 | 71.9 | 95.170037009515 | -23.270037009515 |
| 36 | 73.3 | 96.1035408124506 | -22.8035408124506 |
| 37 | 83.5 | 97.5635901716008 | -14.0635901716008 |
| 38 | 90.1 | 95.5943399641415 | -5.49433996414148 |
| 39 | 101.3 | 93.0865638437968 | 8.2134361562032 |
| 40 | 98.3 | 88.0931310014309 | 10.2068689985691 |
| 41 | 106.7 | 84.7629457144882 | 21.9370542855118 |
| 42 | 109.9 | 82.2758179940267 | 27.6241820059733 |
| 43 | 111.1 | 95.9859752762085 | 15.1140247237915 |
| 44 | 119 | 95.1478461455247 | 23.8521538544753 |
| 45 | 120.7 | 93.1945759062183 | 27.5054240937816 |
| 46 | 104.5 | 95.5292607647982 | 8.97073923520178 |
| 47 | 121.6 | 99.0594158179136 | 22.5405841820863 |
| 48 | 129.6 | 98.3597358498266 | 31.2402641501734 |
| 49 | 124.5 | 98.1235734804263 | 26.3764265195737 |
| 50 | 130.1 | 98.0436573360269 | 32.0563426639731 |
| 51 | 142.3 | 94.2240150905146 | 48.0759849094854 |
| 52 | 140 | 91.6661329125765 | 48.3338670874235 |
| 53 | 143.3 | 86.316020671304 | 56.9839793286961 |
| 54 | 113.4 | 83.5941042704958 | 29.8058957295043 |
| 55 | 113.8 | 95.0646168868046 | 18.7353831131954 |
| 56 | 120.7 | 92.3023464427594 | 28.3976535572406 |
| 57 | 112.9 | 90.7750294390264 | 22.1249705609737 |
| 58 | 115.5 | 95.4817137024417 | 20.0182862975583 |
| 59 | 121.9 | 98.6060230920803 | 23.2939769079197 |
| 60 | 119.3 | 97.4289085734406 | 21.8710914265594 |
| 61 | 111 | 99.2694422037137 | 11.7305577962863 |
| 62 | 114.2 | 98.081172894224 | 16.1188271057760 |
| 63 | 113.5 | 93.7557639889007 | 19.7442360110993 |
| 64 | 94 | 91.3600451507558 | 2.63995484924417 |
| 65 | 83.2 | 86.2730402179489 | -3.07304021794885 |
| 66 | 82.8 | 84.9892884493454 | -2.18928844934544 |
| 67 | 85.8 | 93.9708365960246 | -8.17083659602456 |
| 68 | 88.7 | 96.1364101934678 | -7.43641019346775 |
| 69 | 105.3 | 95.890582861447 | 9.40941713855305 |
| 70 | 113.1 | 99.6317844536767 | 13.4682155463233 |
| 71 | 113.8 | 95.3404650831231 | 18.4595349168769 |
| 72 | 109.4 | 94.3062173727769 | 15.0937826272231 |
