TABLE 3.
The statistical analysis of the RCCD data of amino acids, generated by B. paramycoides ZW-5, shows the coded regression coefficient and ANOVA.
Source | Regression coefficient | Freedom degree | Sum of square | Mean square | F-value | p-value |
Model | 1626.0 | 9 | 3,596,326 | 399,592 | 195.01 | <0.001∗ |
Linear | 3 | 529,964 | 176,655 | 86.21 | <0.001∗ | |
KH2PO4 | −71.9 | 1 | 141,171 | 141,171 | 68.90 | <0.001∗ |
NH4Cl | −72.1 | 1 | 142,066 | 142,066 | 69.33 | <0.001∗ |
Time | 95.0 | 1 | 246,727 | 246,727 | 120.41 | <0.001∗ |
Square | 3 | 2,946,040 | 982,013 | 479.25 | <0.001∗ | |
(KH2PO4)2 | −255.2 | 1 | 1,876,924 | 1,876,924 | 916.00 | <0.001∗ |
(NH4Cl)2 | −165.0 | 1 | 784,391 | 784,391 | 382.81 | <0.001∗ |
(Time)2 | −168.7 | 1 | 820,091 | 820,091 | 400.23 | <0.001∗ |
Two-way interaction | 3 | 120,322 | 40,107 | 19.57 | <0.001∗ | |
KH2PO4 × NH4Cl | −49.4 | 1 | 39,115 | 39,115 | 19.09 | <0.001∗ |
KH2PO4 × Time | 23.2 | 1 | 8,644 | 8,644 | 4.22 | 0.049∗ |
NH4Cl × Time | 67.3 | 1 | 72,563 | 72,563 | 35.41 | <0.001∗ |
Error | 30 | 61,472 | 2,049 | |||
Lack-of-Fit | – | 5 | 16,101 | 3,220 | 1.77 | 0.155ns |
Pure Error | – | 25 | 45,371 | 1,815 | – | – |
Total | 39 | 3,657,797 | – | – | – | |
| ||||||
The goodness-of-fit statistics of the model | ||||||
| ||||||
Standard deviation | 45.27 | |||||
Coefficient of determination (R2) | 98.32 | |||||
Adjusted-R2 | 97.82 | |||||
Predicted-R2 | 97.41 | |||||
Predicted residual error sum of squares | 94,688.50 |
*Significant term, ns insignificant term.