Table 3.
Source | Sum of squares | df | Mean square | F value | P value | Significance |
---|---|---|---|---|---|---|
Model | 0.03 | 14 | 1.88E − 03 | 20.16 | <0.00 | ∗∗a |
X 1—pH | 1.04E − 04 | 1 | 1.04E − 04 | 1.11 | 0.39 | |
X 2—temperature | 6.58E − 03 | 1 | 6.58E − 03 | 70.40 | <0.00 | ∗∗ |
X 3—E/S | 4.56E − 03 | 1 | 4.56E − 03 | 48.84 | <0.00 | ∗∗ |
X 4—incubation period | 9.53E − 03 | 1 | 9.53E − 03 | 102.04 | <0.00 | ∗∗ |
X 1 X 2 | 4.00E − 05 | 1 | 4.00E − 05 | 0.43 | 0.52 | |
X 1 X 3 | 2.18E − 04 | 1 | 2.18E − 04 | 2.34 | 0.15 | |
X 1 X 4 | 1.08E − 04 | 1 | 1.08E − 04 | 1.15 | 0.30 | |
X 2 X 3 | 7.53E − 05 | 1 | 7.53E − 05 | 0.81 | 0.38 | |
X 2 X 4 | 1.74E − 04 | 1 | 1.74E − 04 | 1.86 | 0.19 | |
X 3 X 4 | 7.28E − 04 | 1 | 7.28E − 04 | 7.79 | 0.01 | ∗∗∗∗c |
X 1 2 | 2.44E − 04 | 1 | 2.44E − 04 | 2.62 | 0.13 | |
X 2 2 | 3.38E − 04 | 1 | 3.38E − 04 | 3.62 | 0.08 | |
X 3 2 | 1.15E − 03 | 1 | 1.15E − 03 | 12.32 | 0.00 | ∗∗∗b |
X 4 2 | 2.12E − 03 | 1 | 2.12E − 03 | 22.72 | 0.00 | ∗∗ |
Residual | 1.40E − 03 | 15 | 9.34E − 05 | |||
Lack of fit | 6.45E − 04 | 10 | 6.45E − 05 | 0.43 | 0.88 | |
Pure error | 7.57E − 04 | 5 | 1.51E − 04 | |||
Cor. total | 0.03 | 29 | ||||
| ||||||
Std. Dev. | 9.67E − 03 | R-squared | 0.95 | |||
Mean | 0.29 | Adj. R-squared | 0.90 | |||
C.V.% | 3.30 | Pred. R-squared | 0.83 | |||
PRESS | 4.80E − 03 | Adeq. precisior | 18.81 |
df: degree of freedom.
aSignificance at 0.001 level.
bSignificance at 0.01 level.
cSignificance at 0.05 level