Table 5 Empirical design based on CCD applied in this paper.
From: Separation of copper ions by nanocomposites using adsorption process
Source | Sum of squares | df | Mean square | F value | p value a |
|---|---|---|---|---|---|
Model | 1.954E+005 | 8 | 24,425.03 | 222.48 | < 0.0001 |
X1 | 2656.51 | 1 | 2656.51 | 24.20 | < 0.0001 |
X2 | 1.886E+005 | 1 | 1.886E+005 | 1717.88 | < 0.0001 |
X3 | 0.26 | 1 | 0.26 | 2.372E−003 | 0.9616 |
X4 | 677.34 | 1 | 677.34 | 6.17 | 0.0215 |
X1X2 | 1269.14 | 1 | 1269.14 | 11.56 | 0.0027 |
X12 | 576.72 | 1 | 576.72 | 5.25 | 0.0323 |
X22 | 742.37 | 1 | 742.37 | 6.76 | 0.0167 |
X42 | 658.87 | 1 | 658.87 | 6.00 | 0.0231 |
Residual | 2305.45 | 21 | 109.78 | ||
Lack of fit | 2303.68 | 16 | 143.98 | 407.11 | < 0.0001 |
Pure error | 1.77 | 5 | 0.35 |