Multiple Linear Regression - Estimated Regression Equation |
Brood400[t] = + 0.405066975654454 + 0.431394519710709Brood800[t] -0.0554140776204353Bruin800[t] + 0.500229194254866meergraan800[t] -0.131582968320259kramiek[t] -0.0568656412345975broodje[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) | 0.405066975654454 | 0.282782 | 1.4324 | 0.195124 | 0.097562 |
Brood800 | 0.431394519710709 | 0.189322 | 2.2786 | 0.056751 | 0.028376 |
Bruin800 | -0.0554140776204353 | 0.179595 | -0.3085 | 0.766644 | 0.383322 |
meergraan800 | 0.500229194254866 | 0.180896 | 2.7653 | 0.027883 | 0.013942 |
kramiek | -0.131582968320259 | 0.097608 | -1.3481 | 0.219626 | 0.109813 |
broodje | -0.0568656412345975 | 0.053805 | -1.0569 | 0.325665 | 0.162832 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.956225922742958 |
R-squared | 0.914368015325622 |
Adjusted R-squared | 0.85320231198678 |
F-TEST (value) | 14.949031326596 |
F-TEST (DF numerator) | 5 |
F-TEST (DF denominator) | 7 |
p-value | 0.00128608488194948 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 0.00241542275548296 |
Sum Squared Residuals | 4.08398696139344e-05 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1.34 | 1.34010644799837 | -0.000106447998370173 |
2 | 1.34 | 1.33882881735765 | 0.00117118264235506 |
3 | 1.34 | 1.34077212997861 | -0.000772129978608494 |
4 | 1.34 | 1.34002495670775 | -2.49567077518305e-05 |
5 | 1.34 | 1.33822298054395 | 0.00177701945604552 |
6 | 1.33 | 1.33079122949985 | -0.000791229499847144 |
7 | 1.33 | 1.33135988591219 | -0.00135988591219311 |
8 | 1.33 | 1.33361999592544 | -0.0036199959254354 |
9 | 1.33 | 1.32918636039523 | 0.00081363960476719 |
10 | 1.33 | 1.32881990424773 | 0.00118009575226649 |
11 | 1.33 | 1.32995721707243 | 4.27829275745145e-05 |
12 | 1.33 | 1.32627075481308 | 0.00372924518692073 |
13 | 1.32 | 1.32203931954772 | -0.00203931954772336 |