ANOVA for response surface quadratic model.
Factors | Statistics | ||||
---|---|---|---|---|---|
Sum of squares | df | Mean square | F-Value | P-Value | |
Model | 0.77 | 14 | 0.055 | 10.48 | < 0.0001 |
A-IPTG concentration | 0.0006 | 1 | 0.0006 | 0.11 | 0.7394 |
B-induced cell density | 0.013 | 1 | 0.013 | 2.52 | 0.1333 |
C-induction temperature | 0.001204 | 1 | 0.001204 | 0.23 | 0.638 |
D-induction culture time | 0.017 | 1 | 0.017 | 3.27 | 0.0907 |
AB | 0.0005063 | 1 | 0.0005063 | 0.097 | 0.7598 |
AC | 0.0005063 | 1 | 0.0005063 | 0.097 | 0.7598 |
AD | 0.0007563 | 1 | 0.0007563 | 0.14 | 0.7089 |
BC | 0.021 | 1 | 0.021 | 4.03 | 0.0632 |
BD | 0.0016 | 1 | 0.0016 | 0.31 | 0.5881 |
CD | 0.001225 | 1 | 0.001225 | 0.23 | 0.6352 |
A2 | 0.3 | 1 | 0.3 | 57.97 | < 0.0001 |
B2 | 0.28 | 1 | 0.28 | 53.37 | < 0.0001 |
C2 | 0.24 | 1 | 0.24 | 46.22 | < 0.0001 |
D2 | 0.18 | 1 | 0.18 | 35.26 | < 0.0001 |
Residual | 0.078 | 15 | 0.005223 | ||
Lack of fit | 0.078 | 10 | 0.007834 | ||
Pure error | 0 | 5 | 0 | ||
Cor total | 0.84 | 29 | |||
R 2 = 0.9073 | Adj R2 = 0.8207 |