Multiple Linear Regression - Estimated Regression Equation |
FallBelg[t] = + 1702.11069424442 -11.3568564766928Brutoloonindex[t] + 12.7424403456143wgbijdrage[t] + 0.576104568004478`brutoomzetindex `[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) | 1702.11069424442 | 944.451578 | 1.8022 | 0.086604 | 0.043302 |
Brutoloonindex | -11.3568564766928 | 19.016016 | -0.5972 | 0.557058 | 0.278529 |
wgbijdrage | 12.7424403456143 | 14.564524 | 0.8749 | 0.392016 | 0.196008 |
`brutoomzetindex ` | 0.576104568004478 | 2.34581 | 0.2456 | 0.808503 | 0.404252 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.250601753452637 |
R-squared | 0.0628012388335361 |
Adjusted R-squared | -0.0777785753414333 |
F-TEST (value) | 0.446730131221912 |
F-TEST (DF numerator) | 3 |
F-TEST (DF denominator) | 20 |
p-value | 0.722307325913616 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 307.024400459346 |
Sum Squared Residuals | 1885279.64954842 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 2148 | 2051.46436160511 | 96.5356383948903 |
2 | 2118 | 1922.47763075824 | 195.522369241758 |
3 | 1603 | 1979.14588783937 | -376.145887839373 |
4 | 2066 | 2121.8853996134 | -55.8853996133982 |
5 | 2095 | 2012.30937765757 | 82.6906223424321 |
6 | 2210 | 1927.36666048778 | 282.633339512216 |
7 | 1609 | 1967.99249586724 | -358.992495867237 |
8 | 1964 | 2103.43228458252 | -139.432284582522 |
9 | 2114 | 2026.04813765164 | 87.9518623483563 |
10 | 2054 | 1931.5875592673 | 122.412440732698 |
11 | 1424 | 1990.09852046252 | -566.098520462516 |
12 | 2025 | 2110.04594557109 | -85.0459455710914 |
13 | 2003 | 2008.97477374338 | -5.97477374337656 |
14 | 2017 | 2112.04126483667 | -95.0412648366665 |
15 | 1528 | 2068.49534897329 | -540.495348973291 |
16 | 2130 | 2159.20769774089 | -29.2076977408913 |
17 | 2017 | 2059.60198308573 | -42.6019830857348 |
18 | 2260 | 1988.79493812041 | 271.205061879588 |
19 | 1805 | 2033.5249089002 | -228.5249089002 |
20 | 2394 | 2162.60213775953 | 231.397862240471 |
21 | 2586 | 2068.93340588044 | 517.066594119562 |
22 | 2429 | 1977.93550623787 | 451.064493762127 |
23 | 1910 | 2078.81150144668 | -168.811501446681 |
24 | 2515 | 2161.22227191112 | 353.777728088879 |