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. 2021 Oct 22;12:731262. doi: 10.3389/fmicb.2021.731262

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.