Multiple Linear Regression - Estimated Regression Equation |
Droog[t] = + 309.477522597241 + 2.7835051479818Regen[t] + 5.0325040141591Mist[t] + 7.81605840346455Sneeuw[t] + 15.5771727299243Wind[t] + 3.93954991138877Andere[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) | 309.477522597241 | 77.212137 | 4.0081 | 0.002057 | 0.001029 |
Regen | 2.7835051479818 | 0.644011 | 4.3221 | 0.00121 | 0.000605 |
Mist | 5.0325040141591 | 2.533271 | 1.9866 | 0.072452 | 0.036226 |
Sneeuw | 7.81605840346455 | 3.01298 | 2.5941 | 0.024954 | 0.012477 |
Wind | 15.5771727299243 | 11.878214 | 1.3114 | 0.216433 | 0.108217 |
Andere | 3.93954991138877 | 3.468696 | 1.1357 | 0.280204 | 0.140102 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.953642272784482 |
R-squared | 0.909433584441553 |
Adjusted R-squared | 0.868267031914986 |
F-TEST (value) | 22.0915653273285 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 11 |
p-value | 2.14280637196307e-05 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 66.3049371089457 |
Sum Squared Residuals | 48359.7915352337 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1019 | 1098.99826804745 | -79.9982680474476 |
2 | 1093 | 1086.41704493852 | 6.58295506147671 |
3 | 1119 | 1131.83692536587 | -12.8369253658708 |
4 | 1015 | 966.490429976363 | 48.509570023637 |
5 | 988 | 964.148807935286 | 23.8511920647145 |
6 | 900 | 881.242670162331 | 18.7573298376691 |
7 | 937 | 900.440693295768 | 36.5593067042316 |
8 | 907 | 889.546865235683 | 17.4531347643171 |
9 | 839 | 836.802292942155 | 2.19770705784486 |
10 | 830 | 851.914338478872 | -21.9143384788723 |
11 | 909 | 774.99280683352 | 134.00719316648 |
12 | 696 | 719.596015073647 | -23.5960150736475 |
13 | 649 | 705.12185042712 | -56.1218504271202 |
14 | 637 | 628.507731000096 | 8.49226899990385 |
15 | 614 | 647.474152404075 | -33.4741524040753 |
16 | 583 | 691.903087594603 | -108.903087594603 |
17 | 576 | 535.566020288638 | 40.4339797113624 |