Source | Sum of squares | DF | Mean square | F value | Prob > F (p value) |
---|---|---|---|---|---|
Model | 30,222.84 | 14 | 2158.77 | 38.35 | < 0.0001* |
A | 884.65 | 1 | 884.65 | 15.72 | 0.0012* |
B | 1540.05 | 1 | 1540.05 | 27.36 | 0.0001* |
C | 6.76 | 1 | 6.76 | 0.12 | 0.7337** |
D | 6105.04 | 1 | 6105.04 | 108.46 | < 0.0001* |
A 2 | 2078.28 | 1 | 2078.28 | 36.92 | < 0.0001* |
B 2 | 10,690.90 | 1 | 10,690.90 | 189.94 | < 0.0001* |
C 2 | 10,321.36 | 1 | 10321.36 | 183.37 | < 0.0001* |
D 2 | 1414.90 | 1 | 1414.90 | 25.14 | 0.0002* |
AB | 271.25 | 1 | 271.25 | 4.82 | 0.0443* |
AC | 60.76 | 1 | 60.76 | 1.08 | 0.3153** |
AD | 240.30 | 1 | 240.30 | 4.27 | 0.0565** |
BC | 274.49 | 1 | 274.49 | 4.88 | 0.0432* |
BD | 1598.79 | 1 | 1598.79 | 28.40 | < 0.0001* |
CD | 340.93 | 1 | 340.93 | 6.06 | 0.0265* |
Residual | 844.30 | 15 | 56.29 | Â | Â |
Lack of fit | 740.26 | 10 | 74.03 | 3.56 | 0.0869** |
Pure error | 104.04 | 5 | Â | Â | Â |
Cor total | 31,067.13 | 29 | Â | Â | Â |
Standard deviation | 7.50 | Â | R2 | 0.9728 | |
Mean | 44.74 | Â | Adjusted R2 | 0.9475 | |
C.V. | 16.77 | Â | Predicted R2 | 0.8579 | |
PRESS | 4413.71 | Â | Adeq precision | 18.503 |