Multiple Linear Regression - Estimated Regression Equation |
#Ondernemingen[t] = + 36581.4884680635 -0.582484854210462Personeelskost[t] + 0.000293012405490778Omzet[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) | 36581.4884680635 | 14588.526154 | 2.5076 | 0.020034 | 0.010017 |
Personeelskost | -0.582484854210462 | 0.256097 | -2.2745 | 0.033041 | 0.016521 |
Omzet | 0.000293012405490778 | 6.1e-05 | 4.8123 | 8.3e-05 | 4.2e-05 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.752757419417204 |
R-squared | 0.566643732487648 |
Adjusted R-squared | 0.527247708168343 |
F-TEST (value) | 14.3832719742226 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 22 |
p-value | 0.000101226891887407 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 26025.6107314486 |
Sum Squared Residuals | 14901313106.7877 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 229 | 8416.20197814641 | -8187.20197814641 |
2 | 38894 | 81375.1174852487 | -42481.1174852487 |
3 | 7544 | 23578.7748038941 | -16034.7748038941 |
4 | 2592 | 17574.1471169555 | -14982.1471169555 |
5 | 160 | 15106.5945993354 | -14946.5945993354 |
6 | 2073 | 14526.9896707865 | -12453.9896707865 |
7 | 6483 | 10811.4096704089 | -4328.40967040892 |
8 | 41 | -18827.4485165065 | 18868.4485165065 |
9 | 829 | 3374.90493855648 | -2545.90493855648 |
10 | 782 | 9030.32162047363 | -8248.32162047363 |
11 | 1524 | 9704.86748414871 | -8180.86748414871 |
12 | 7104 | 17127.2806526058 | -10023.2806526058 |
13 | 1994 | 9811.95765017177 | -7817.95765017177 |
14 | 2670 | 6441.03389162054 | -3771.03389162054 |
15 | 973 | 6738.50465828418 | -5765.50465828418 |
16 | 4125 | 17430.0125294509 | -13305.0125294509 |
17 | 176 | -7727.7401414503 | 7903.7401414503 |
18 | 66619 | 26800.6814123386 | 39818.3185876614 |
19 | 136486 | 117615.642897837 | 18870.357102163 |
20 | 18947 | 35057.9809513961 | -16110.9809513961 |
21 | 43871 | 64629.4491868538 | -20758.4491868538 |
22 | 73668 | 41536.7450619454 | 32131.2549380546 |
23 | 44392 | 29299.3157096694 | 15092.6842903306 |
24 | 19688 | 27579.7523563331 | -7891.75235633313 |
25 | 118074 | 32925.502331496 | 85148.497668504 |