Table 2.
Source | Coefficient | Sum of Squares | Degrees of Freedom | Mean Square | F-Value | p-Value | |
---|---|---|---|---|---|---|---|
Model | 2940.04 | 27 | 108.89 | 2.31 | 0.0179 | ||
Methanol | X1 | −1.15 | 31.97 | 1 | 31.97 | 0.6787 | 0.4175 |
Temperature | X2 | −1.01 | 24.50 | 1 | 24.50 | 0.5202 | 0.4772 |
Amplitude | X3 | 0.0166 | 0.0066 | 1 | 0.0066 | 0.0001 | 0.9906 |
Cycle | X4 | −4.17 | 418.01 | 1 | 418.01 | 8.88 | 0.0062 |
pH | X5 | −0.8371 | 16.82 | 1 | 16.82 | 0.3571 | 0.5553 |
Ratio | X6 | 0.5498 | 7.26 | 1 | 7.26 | 0.1541 | 0.6979 |
Methanol × Temperature | X1X2 | 6.75 | 364.53 | 1 | 364.53 | 7.74 | 0.0099 |
Methanol × Amplitude | X1X3 | 1.01 | 8.14 | 1 | 8.14 | 0.1729 | 0.6809 |
Methanol × Cycle | X1X4 | −2.00 | 63.93 | 1 | 63.93 | 1.36 | 0.2545 |
Methanol × pH | X1X5 | 4.38 | 153.56 | 1 | 153.56 | 3.26 | 0.0826 |
Methanol × Ratio | X1X6 | −0.7961 | 5.07 | 1 | 5.07 | 0.1077 | 0.7454 |
Temperature × Amplitude | X2X3 | −0.7882 | 4.97 | 1 | 4.97 | 0.1055 | 0.7479 |
Temperature × Cycle | X2X4 | 0.6373 | 3.25 | 1 | 3.25 | 0.0690 | 0.7949 |
Temperature × pH | X2X5 | 2.87 | 132.23 | 1 | 132.23 | 2.81 | 0.1058 |
Temperature × Ratio | X2X6 | −2.36 | 44.72 | 1 | 44.72 | 0.9495 | 0.3388 |
Amplitude × Cycle | X3X4 | −4.26 | 144.96 | 1 | 144.96 | 3.08 | 0.0911 |
Amplitude × pH | X3X5 | −1.14 | 10.47 | 1 | 10.47 | 0.2222 | 0.6413 |
Amplitude × Ratio | X3X6 | 1.87 | 56.01 | 1 | 56.01 | 1.19 | 0.2855 |
Cycle × pH | X4X5 | −2.64 | 55.80 | 1 | 55.80 | 1.18 | 0.2863 |
Cycle × Ratio | X4X6 | 6.71 | 359.66 | 1 | 359.66 | 7.64 | 0.0104 |
pH × Ratio | X5X6 | 1.68 | 22.66 | 1 | 22.66 | 0.4812 | 0.4940 |
Methanol × Methanol | X12 | −8.06 | 668.48 | 1 | 668.48 | 14.19 | 0.0009 |
Temperature × Temperature | X22 | −0.2020 | 0.4197 | 1 | 0.4197 | 0.0089 | 0.9255 |
Amplitude × Amplitude | X32 | 1.79 | 32.81 | 1 | 32.81 | 0.6967 | 0.4115 |
Cycle × Cycle | X42 | 1.87 | 36.12 | 1 | 36.12 | 0.7669 | 0.3892 |
pH × pH | X52 | 2.96 | 90.01 | 1 | 90.01 | 1.91 | 0.1786 |
Ratio × Ratio | X62 | −2.20 | 49.57 | 1 | 49.57 | 1.05 | 0.3144 |
Residual | 45.85 | 1224.48 | 26 | 47.10 | |||
Lack of Fit | 1075.70 | 21 | 51.22 | 1.72 | 0.2858 | ||
Pure Error | 148.78 | 5 | 29.76 | ||||
Total | 4164.52 | 53 |