Table 4.
Source | Sum of Squares | Df | Mean Square | F Value | p-value Prob > F |
---|---|---|---|---|---|
Model | 0.86 | 14 | 0.061 | 6.56 | 0.0004 |
A | 4.238 E-003 | 1 | 4.238 E-003 | 0.45 | 0.5112 |
B | 0.032 | 1 | 0.032 | 3.37 | 0.0863 |
C | 9.375 E-004 | 1 | 9.375 E-004 | 0.10 | 0.7560 |
D | 0.026 | 1 | 0.026 | 2.74 | 0.1185 |
AB | 2.756 E-003 | 1 | 2.756 E-003 | 0.29 | 0.5953 |
AC | 7.563 E-004 | 1 | 7.563 E-004 | 0.081 | 0.7801 |
AD | 7.656 E-003 | 1 | 7.656 E-003 | 0.82 | 0.3800 |
BC | 1.806 E-003 | 1 | 1.806 E-003 | 0.19 | 0.6667 |
BD | 1.806 E-003 | 1 | 1.806 E-003 | 0.19 | 0.6667 |
CD | 1.056 E-003 | 1 | 1.056 E-003 | 0.11 | 0.7416 |
A2 | 0.14 | 1 | 0.14 | 14.76 | 0.0016* |
B2 | 0.38 | 1 | 0.38 | 40.67 | < 0.0001* |
C2 | 0.28 | 1 | 0.28 | 30.19 | <0.0001* |
D2 | 0.25 | 1 | 0.25 | 26.44 | 0.0001* |
Residual | 0.14 | 15 | 9.359 E-003 | ||
Lack of fit | 0.049 | 11 | 4.424 E-003 | 0.19 | 0.9865 NS |
Pure error | 0.092 | 4 | 0.023 | ||
Cor total | 1.00 | 29 | |||
R-squared | 0.8596 | ||||
Adj R-squared | 0.7286 | ||||
Pred R-squared | 0.6300 | ||||
Adeq precision | 7.926 |
(Df Degree of freedom, NS Not Significant, *- 5 % level of Significance)