Multiple Linear Regression - Estimated Regression Equation |
Sneeuwhoogte[t] = + 333606.354642066 -0.0243680823015372`hoogte(berg)`[t] + 0.920194778952218ruwheid[t] -6.77604704872255helling[t] + 0.0622850543689997Orientering[t] -0.0380717709913641breedtegraad[t] -4.67807588830331e-09lengte[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) | 333606.354642066 | 438413.840846 | 0.7609 | 0.460274 | 0.230137 |
`hoogte(berg)` | -0.0243680823015372 | 0.018019 | -1.3524 | 0.199318 | 0.099659 |
ruwheid | 0.920194778952218 | 2.036987 | 0.4517 | 0.658899 | 0.329449 |
helling | -6.77604704872255 | 23.040433 | -0.2941 | 0.773329 | 0.386665 |
Orientering | 0.0622850543689997 | 0.067463 | 0.9232 | 0.372698 | 0.186349 |
breedtegraad | -0.0380717709913641 | 0.050046 | -0.7607 | 0.460389 | 0.230195 |
lengte | -4.67807588830331e-09 | 0 | -0.6666 | 0.516665 | 0.258333 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.805791839803273 |
R-squared | 0.649300489093543 |
Adjusted R-squared | 0.487439176367486 |
F-TEST (value) | 4.01146190005548 |
F-TEST (DF numerator) | 6 |
F-TEST (DF denominator) | 13 |
p-value | 0.017073352218789 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 29.5844227876884 |
Sum Squared Residuals | 11378.0949318491 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 95 | 124.846543725242 | -29.8465437252424 |
2 | 150 | 119.213922787082 | 30.7860772129185 |
3 | 4 | 31.3545756262958 | -27.3545756262958 |
4 | 0 | 5.96831564701642 | -5.96831564701642 |
5 | 0 | 23.1927262272268 | -23.1927262272268 |
6 | 80 | 51.237640636731 | 28.762359363269 |
7 | 95 | 39.452007080202 | 55.547992919798 |
8 | 20 | 15.253679831259 | 4.74632016874101 |
9 | 90 | 97.2516666670716 | -7.25166666707162 |
10 | 10 | 10.0000000779878 | -7.79877778246153e-08 |
11 | 10 | 41.7777822789861 | -31.7777822789861 |
12 | 50 | 41.20375979858 | 8.79624020141997 |
13 | 45 | 27.5718469199771 | 17.4281530800229 |
14 | 60 | 34.6610443906921 | 25.3389556093079 |
15 | 55 | 54.2655778712736 | 0.734422128726433 |
16 | 3 | 38.4297504416481 | -35.4297504416481 |
17 | 33 | 48.2179811524978 | -15.2179811524978 |
18 | 0 | 13.2855055241288 | -13.2855055241288 |
19 | 35 | 40.2855126375075 | -5.28551263750749 |
20 | 45 | 22.5301606785947 | 22.4698393214053 |