Table 3.
Source | Coefficient | Sum of Squares | Degrees of Squares | Mean Square | F-Value | p-Value | |
---|---|---|---|---|---|---|---|
Model | 2514.45 | 27 | 93.13 | 1.47 | 0.1631 | ||
Methanol | X1 | 4.80 | 553.02 | 1 | 553.02 | 8.75 | 0.0065 |
Temperature | X2 | −2.05 | 100.49 | 1 | 100.49 | 1.59 | 0.2185 |
Amplitude | X3 | −1.88 | 85.15 | 1 | 85.15 | 1.35 | 0.2563 |
Cycle | X4 | −2.47 | 146.43 | 1 | 146.43 | 2.32 | 0.1400 |
pH | X5 | 1.13 | 30.92 | 1 | 30.92 | 0.4892 | 0.4905 |
Ratio | X6 | −0.1120 | 0.3008 | 1 | 0.3008 | 0.0048 | 0.9455 |
Methanol × Temperature | X1X2 | −5.59 | 250.28 | 1 | 250.28 | 3.96 | 0.0572 |
Methanol × Amplitude | X1X3 | −4.68 | 174.94 | 1 | 174.94 | 2.77 | 0.1082 |
Methanol × Cycle | X1X4 | −2.18 | 76.24 | 1 | 76.24 | 1.21 | 0.2821 |
Methanol × pH | X1X5 | 6.51 | 338.73 | 1 | 338.73 | 5.36 | 0.0288 |
Methanol × Ratio | X1X6 | 0.0864 | 0.0598 | 1 | 0.0598 | 0.0009 | 0.9757 |
Temperature × Amplitude | X2X3 | −0.1454 | 0.1691 | 1 | 0.1691 | 0.0027 | 0.9591 |
Temperature × Cycle | X2X4 | −1.16 | 10.77 | 1 | 10.77 | 0.1704 | 0.6831 |
Temperature × pH | X2X5 | −3.14 | 157.76 | 1 | 157.76 | 2.50 | 0.1262 |
Temperature × Ratio | X2X6 | 0.8116 | 5.27 | 1 | 5.27 | 0.0834 | 0.7751 |
Amplitude × Cycle | X3X4 | 3.73 | 111.16 | 1 | 111.16 | 1.76 | 0.1963 |
Amplitude × pH | X3X5 | −1.63 | 21.28 | 1 | 21.28 | 0.3368 | 0.5667 |
Amplitude × Ratio | X3X6 | −1.04 | 17.31 | 1 | 17.31 | 0.2739 | 0.6052 |
Cycle × pH | X4X5 | −0.7232 | 4.18 | 1 | 4.18 | 0.0662 | 0.7990 |
Cycle × Ratio | X4X6 | 0.2305 | 0.4249 | 1 | 0.4249 | 0.0067 | 0.9353 |
pH × Ratio | X5X6 | −0.9561 | 7.31 | 1 | 7.31 | 0.1157 | 0.7365 |
Methanol × Methanol | X12 | −1.95 | 39.12 | 1 | 39.12 | 0.6191 | 0.4385 |
Temperature × Temperature | X22 | 2.23 | 50.98 | 1 | 50.98 | 0.8068 | 0.3773 |
Amplitude × Amplitude | X32 | 2.89 | 86.14 | 1 | 86.14 | 1.36 | 0.2536 |
Cycle × Cycle | X42 | −1.17 | 14.04 | 1 | 14.04 | 0.2221 | 0.6414 |
pH × pH | X52 | 2.03 | 42.24 | 1 | 42.24 | 0.6683 | 0.4211 |
Ratio × Ratio | X62 | −1.64 | 27.72 | 1 | 27.72 | 0.4386 | 0.5136 |
Residual | 23.34 | 1643.02 | 26 | 63.19 | |||
Lack of Fit | 1469.28 | 21 | 69.97 | 2.01 | 0.2248 | ||
Pure Error | 173.75 | 5 | 34.75 | ||||
Total | 4157.47 | 53 |