Source | Sum of Squares | df | Mean Square | F-value | p-value |
---|---|---|---|---|---|
Model | 19755.14 | 14 | 1411.08 | 75.73 | < 0.0001 |
X1-RHP | 8172.95 | 1 | 8172.95 | 438.65 | < 0.0001 |
X2-CCP | 688.26 | 1 | 688.26 | 36.94 | < 0.0001 |
X3-INV | 1566.82 | 1 | 1566.82 | 84.09 | < 0.0001 |
X4-PEP | 897.7 | 1 | 897.7 | 48.18 | < 0.0001 |
X1 X 2 | 3.69 | 1 | 3.69 | 0.1979 | 0.6633 |
X1 X 3 | 164.99 | 1 | 164.99 | 8.86 | 0.01 |
X1 X 4 | 736.04 | 1 | 736.04 | 39.5 | < 0.0001 |
X2 X 3 | 791.86 | 1 | 791.86 | 42.5 | < 0.0001 |
X2 X 4 | 577.92 | 1 | 577.92 | 31.02 | < 0.0001 |
X3 X 4 | 980.63 | 1 | 980.63 | 52.63 | < 0.0001 |
X1² | 567.42 | 1 | 567.42 | 30.45 | < 0.0001 |
X2² | 143.64 | 1 | 143.64 | 7.71 | 0.0148 |
X3² | 3742.71 | 1 | 3742.71 | 200.88 | < 0.0001 |
X4² | 6.3 | 1 | 6.3 | 0.3381 | 0.5702 |
Residual | 260.85 | 14 | 18.63 | Â | Â |
Lack of Fit | 93.96 | 10 | 9.4 | 0.2252 | 0.9745 |
Pure Error | 166.89 | 4 | 41.72 | Â | Â |
Cor Total | 20015.99 | 28 | Â | Â | Â |
Fit statistics | |||||
r2 | 0.987 | Standard deviation | 4.32 | ||
Adjusted r2 | 0.9739 | Mean | 255.96 | ||
Predicted r2 | 0.9599 | Coefficient of variation (%) | 1.69 | ||
Adequate precision | 38.799 | Â | Â |