Variables | Coefficient | Main effect | Std Error | t-Stat | P-value | Contribution % | Confidence level (%) |
---|---|---|---|---|---|---|---|
Intercept | 38.3822 |  | 0.40769 | 94.1451 | 9.68E−11 |  | 100 |
X1 | 6.0748 | 12.1496 | 0.49931 | 12.1661 | 1.88E−05 | 29.6063 | 99.9981 |
X2 | -2.0195 | -4.0391 | 0.49931 | -4.0446 | 0.00676 | 9.84252 | 99.3232 |
X3 | 0.6301 | 1.2602 | 0.49931 | 1.26191 | 0.25381 | 3.070866 | 74.6186 |
X4 | -0.8562 | -1.7125 | 0.49931 | -1.7149 | 0.13718 | 4.173228 | 86.2815 |
X5 | -0.517 | -1.0340 | 0.49931 | -1.0354 | 0.34038 | 2.519685 | 65.9610 |
X6 | -1.4056 | -2.8112 | 0.49931 | -2.8150 | 0.03055 | 6.850394 | 96.9447 |
X7 | 2.9081 | 5.8163 | 0.49931 | 5.8242 | 0.00112 | 14.17323 | 99.8873 |
X8 | 2.5850 | 5.1700 | 0.49931 | 5.1771 | 0.00206 | 12.59843 | 99.7939 |
X9 | -2.3911 | -4.7823 | 0.49931 | -4.7888 | 0.00303 | 11.65354 | 99.6964 |
X10 | 1.0986 | 2.1972 | 0.49931 | 2.2002 | 0.07007 | 5.354331 | 92.9923 |
X11 | -0.0323 | -0.0646 | 0.49931 | -0.0647 | 0.95050 | 0.15748 | 4.94958 |
ANOVA | Df | SS | MS | F | Significance F | Â | Â |
Regression | 11 | 797.046 | 72.45873 | 24.21885 | 0.0004 | Std. Dev | 1.37 |
Residual | 6 | 17.95099 | 2.991832 | Â | Â | Mean | 38.38 |
R2 | 0.9789 | Â | Â | Â | Â | C.V.% | 3.56 |
Adj. R2 | 0.9625 | Â | Â | Â | Â | PRESS | 151.10 |
Pred. R2 | 0.8104 | Â | Â | Â | Â | Adeq. Precision | 27.2797 |