| Multiple Linear Regression - Estimated Regression Equation |
| intermediair-goederen[t] = + 38.7304827602253 + 0.621420888367847`totale-consumptie`[t] + 0.169178306430478`Duurzame-consumptiegoederen`[t] -0.195767517620194`Niet-duurzame-consumptiegoederen`[t] + 3.47440801073859`invoering-Euro`[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) | 38.7304827602253 | 7.913233 | 4.8944 | 6e-06 | 3e-06 |
| `totale-consumptie` | 0.621420888367847 | 0.825965 | 0.7524 | 0.454191 | 0.227095 |
| `Duurzame-consumptiegoederen` | 0.169178306430478 | 0.102983 | 1.6428 | 0.104615 | 0.052307 |
| `Niet-duurzame-consumptiegoederen` | -0.195767517620194 | 0.717218 | -0.273 | 0.785639 | 0.392819 |
| `invoering-Euro` | 3.47440801073859 | 2.325924 | 1.4938 | 0.13943 | 0.069715 |
| Multiple Linear Regression - Regression Statistics | |
| Multiple R | 0.690610406124864 |
| R-squared | 0.476942733047949 |
| Adjusted R-squared | 0.449046345477173 |
| F-TEST (value) | 17.0969352873341 |
| F-TEST (DF numerator) | 4 |
| F-TEST (DF denominator) | 75 |
| p-value | 5.26891974494959e-10 |
| Multiple Linear Regression - Residual Statistics | |
| Residual Standard Deviation | 5.59261586000023 |
| Sum Squared Residuals | 2345.80141181446 |
| Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
| Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
| 1 | 103.1 | 97.2962969767737 | 5.80370302322631 |
| 2 | 100.6 | 97.5484398736166 | 3.05156012638336 |
| 3 | 103.1 | 102.985972600501 | 0.11402739949926 |
| 4 | 95.5 | 95.6133576126502 | -0.113357612650164 |
| 5 | 90.5 | 98.2366390633512 | -7.73663906335116 |
| 6 | 90.9 | 102.844607884239 | -11.9446078842392 |
| 7 | 88.8 | 89.4900351975311 | -0.690035197531108 |
| 8 | 90.7 | 92.9979662136317 | -2.29796621363169 |
| 9 | 94.3 | 102.293966106939 | -7.99396610693868 |
| 10 | 104.6 | 107.704324131693 | -3.10432413169319 |
| 11 | 111.1 | 101.000678368539 | 10.0993216314606 |
| 12 | 110.8 | 95.9877159705344 | 14.8122840294656 |
| 13 | 107.2 | 99.1468533208297 | 8.05314667917027 |
| 14 | 99 | 99.9855423728914 | -0.98554237289136 |
| 15 | 99 | 104.122092043904 | -5.12209204390369 |
| 16 | 91 | 101.396762088410 | -10.3967620884101 |
| 17 | 96.2 | 101.316667810614 | -5.11666781061418 |
| 18 | 96.9 | 103.517284941123 | -6.61728494112332 |
| 19 | 96.2 | 94.3416657828942 | 1.85833421710579 |
| 20 | 100.1 | 93.1144734878168 | 6.98552651218321 |
| 21 | 99 | 105.555241130375 | -6.55524113037466 |
| 22 | 115.4 | 108.751598250677 | 6.64840174932289 |
| 23 | 106.9 | 102.666754939568 | 4.23324506043218 |
| 24 | 107.1 | 99.960720289952 | 7.13927971004807 |
| 25 | 99.3 | 102.743896906620 | -3.44389690661979 |
| 26 | 99.2 | 100.420614219356 | -1.22061421935625 |
| 27 | 108.3 | 105.017996039321 | 3.28200396067914 |
| 28 | 105.6 | 103.020154172313 | 2.57984582768725 |
| 29 | 99.5 | 97.3193013431756 | 2.1806986568244 |
| 30 | 107.4 | 101.563764824036 | 5.83623517596357 |
| 31 | 93.1 | 96.2745451603384 | -3.17454516033843 |
| 32 | 88.1 | 94.152987949309 | -6.05298794930912 |
| 33 | 110.7 | 111.291753631358 | -0.591753631357593 |
| 34 | 113.1 | 111.680912419700 | 1.41908758029981 |
| 35 | 99.6 | 103.995702349813 | -4.39570234981285 |
| 36 | 93.6 | 107.090950413207 | -13.4909504132075 |
| 37 | 98.6 | 96.2943273617142 | 2.30567263828579 |
| 38 | 99.6 | 98.9287860178254 | 0.671213982174624 |
| 39 | 114.3 | 107.745237945385 | 6.55476205461464 |
| 40 | 107.8 | 100.744999310461 | 7.05500068953882 |
| 41 | 101.2 | 98.6141922735433 | 2.58580772645669 |
| 42 | 112.5 | 110.615771947233 | 1.88422805276697 |
| 43 | 100.5 | 96.2390421945807 | 4.26095780541934 |
| 44 | 93.9 | 97.339079999368 | -3.43907999936808 |
| 45 | 116.2 | 111.157711361463 | 5.04228863853704 |
| 46 | 112 | 107.125278911875 | 4.8747210881246 |
| 47 | 106.4 | 104.931534132020 | 1.4684658679798 |
| 48 | 95.7 | 108.556552787587 | -12.8565527875873 |
| 49 | 96 | 98.8145318911902 | -2.81453189119022 |
| 50 | 95.8 | 97.8797404091826 | -2.07974040918265 |
| 51 | 103 | 105.904157371468 | -2.90415737146767 |
| 52 | 102.2 | 101.208680401196 | 0.991319598804501 |
| 53 | 98.4 | 99.8939585858995 | -1.49395858589952 |
| 54 | 111.4 | 106.479693742768 | 4.92030625723188 |
| 55 | 86.6 | 91.5808340899797 | -4.98083408997972 |
| 56 | 91.3 | 96.7497775559254 | -5.44977755592537 |
| 57 | 107.9 | 110.522973268329 | -2.62297326832902 |
| 58 | 101.8 | 103.924013560252 | -2.12401356025245 |
| 59 | 104.4 | 106.650236536952 | -2.25023653695152 |
| 60 | 93.4 | 103.658597428649 | -10.2585974286491 |
| 61 | 100.1 | 99.9066416161732 | 0.193358383826783 |
| 62 | 98.5 | 101.74457043159 | -3.24457043159012 |
| 63 | 112.9 | 110.962582731882 | 1.93741726811799 |
| 64 | 101.4 | 99.7816258969023 | 1.61837410309773 |
| 65 | 107.1 | 105.134829545621 | 1.96517045437888 |
| 66 | 110.8 | 108.258378094683 | 2.54162190531722 |
| 67 | 90.3 | 92.7553941971589 | -2.45539419715887 |
| 68 | 95.5 | 98.9865864521208 | -3.48658645212083 |
| 69 | 111.4 | 109.278018804956 | 2.12198119504448 |
| 70 | 113 | 110.505752620967 | 2.49424737903276 |
| 71 | 107.5 | 107.533148743493 | -0.0331487434925879 |
| 72 | 95.9 | 103.439375801052 | -7.53937580105248 |
| 73 | 106.3 | 101.958930254546 | 4.34106974545445 |
| 74 | 105.2 | 100.93237445195 | 4.26762554804995 |
| 75 | 117.2 | 108.937734812573 | 8.26226518742705 |
| 76 | 106.9 | 99.6708049746522 | 7.22919502534776 |
| 77 | 108.2 | 102.126251235841 | 6.07374876415871 |
| 78 | 110 | 107.137897829646 | 2.86210217035410 |
| 79 | 96.1 | 98.38457960757 | -2.28457960757003 |
| 80 | 100.6 | 99.8565769241726 | 0.743423075827347 |
