Multiple Linear Regression - Estimated Regression Equation |
Andere[t] = -8.3860019436412 + 0.0319363064426244Droog[t] -0.0680222891507611Regen[t] + 0.187723638751571Mist[t] -0.297792910554755Sneeuw[t] -0.823877344815335Wind[t] + 0.599989723553263t + 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) | -8.3860019436412 | 40.066033 | -0.2093 | 0.838413 | 0.419206 |
Droog | 0.0319363064426244 | 0.027793 | 1.1491 | 0.277273 | 0.138636 |
Regen | -0.0680222891507611 | 0.123458 | -0.551 | 0.593745 | 0.296872 |
Mist | 0.187723638751571 | 0.300656 | 0.6244 | 0.546358 | 0.273179 |
Sneeuw | -0.297792910554755 | 0.350806 | -0.8489 | 0.415805 | 0.207903 |
Wind | -0.823877344815335 | 1.085707 | -0.7588 | 0.465458 | 0.232729 |
t | 0.599989723553263 | 1.506165 | 0.3984 | 0.69874 | 0.34937 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.545224815052182 |
R-squared | 0.297270098948686 |
Adjusted R-squared | -0.124367841682103 |
F-TEST (value) | 0.705036407548991 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 10 |
p-value | 0.653255216451973 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 5.67391371795085 |
Sum Squared Residuals | 321.932968787508 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 8 | 12.5001580591518 | -4.50015805915182 |
2 | 10 | 8.49110667211492 | 1.50889332788508 |
3 | 17 | 16.2359351985587 | 0.764064801441313 |
4 | 9 | 12.842992818775 | -3.842992818775 |
5 | 23 | 20.0024532816702 | 2.99754671832984 |
6 | 7 | 11.0407376211081 | -4.0407376211081 |
7 | 16 | 15.8345782927654 | 0.165421707234587 |
8 | 19 | 14.4098188134984 | 4.59018118650157 |
9 | 20 | 14.6569191796249 | 5.3430808203751 |
10 | 14 | 12.686509742105 | 1.31349025789498 |
11 | 17 | 20.2919187866243 | -3.29191878662434 |
12 | 14 | 13.814465154401 | 0.185534845598992 |
13 | 25 | 14.4747313776755 | 10.5252686223245 |
14 | 8 | 14.9464166941797 | -6.94641669417968 |
15 | 12 | 13.1285092956259 | -1.12850929562595 |
16 | 15 | 12.9772117786012 | 2.02278822139882 |
17 | 11 | 16.6655372335199 | -5.66553723351993 |