Multiple Linear Regression - Estimated Regression Equation |
Aantal_dode_en_zwaargewonde_fietsslachtoffers[t] = + 6452.95403951024 -0.00247482291441174Aantal_benzinewagens[t] -0.00140175934816603Aantal_dieselwagens[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) | 6452.95403951024 | 686.770395 | 9.3961 | 0 | 0 |
Aantal_benzinewagens | -0.00247482291441174 | 0.00036 | -6.8666 | 4e-06 | 2e-06 |
Aantal_dieselwagens | -0.00140175934816603 | 0.00013 | -10.805 | 0 | 0 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.965122895300035 |
R-squared | 0.931462203032322 |
Adjusted R-squared | 0.922894978411362 |
F-TEST (value) | 108.723915181761 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 16 |
p-value | 4.86901519103355e-10 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 64.5087809139153 |
Sum Squared Residuals | 66582.1250399923 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 889 | 852.123054137123 | 36.8769458628769 |
2 | 912 | 870.413820804325 | 41.5861791956747 |
3 | 908 | 895.744156968928 | 12.2558430310721 |
4 | 893 | 906.877053935552 | -13.8770539355518 |
5 | 922 | 910.026013781001 | 11.9739862189988 |
6 | 912 | 921.217737475818 | -9.21773747581843 |
7 | 876 | 933.355693632727 | -57.355693632727 |
8 | 851 | 938.537696112026 | -87.5376961120257 |
9 | 880 | 956.099684906647 | -76.0996849066472 |
10 | 958 | 973.49082873107 | -15.4908287310702 |
11 | 1058 | 1028.16769419403 | 29.8323058059698 |
12 | 1067 | 1092.14826142536 | -25.1482614253611 |
13 | 1165 | 1070.99617680926 | 94.003823190735 |
14 | 1109 | 1175.88439990847 | -66.8843999084716 |
15 | 1324 | 1233.87316870146 | 90.1268312985422 |
16 | 1407 | 1278.27251110087 | 128.727488899129 |
17 | 1423 | 1409.31036194099 | 13.6896380590102 |
18 | 1442 | 1510.73691039501 | -68.7369103950142 |
19 | 1545 | 1583.72477503932 | -38.7247750393212 |