Table 3.
ANOVA values for loading efficiency (LE), particle size and zeta potential.
LE model | ||||||||
DF | Adj SS | Adj MS | F value | Coef | T Value | VIF | P value | |
Model | 7 | 9585.39 | 1369.34 | 337.95 | 47.908 | 67.86 | - | 0.000 |
Alg | 1 | 1771.00 | 1771.00 | 437.07 | −7.385 | −20.91 | 1.04 | 0.000 |
CS | 1 | 431.85 | 431.85 | 106.58 | 4.361 | 10.32 | 1.04 | 0.000 |
CaCl2 | 1 | 208.24 | 208.24 | 51.39 | −2.532 | −7.17 | 1.04 | 0.000 |
CS*CS | 1 | 2.09 | 2.09 | 0.51 | −0.605 | −0.72 | 1.03 | 0.480 |
Alg*CS | 1 | 236.52 | 136.52 | 9.01 | 1.252 | 3.00 | 1.04 | 0.006 |
Alg*CaCl2 | 1 | 6545.51 | 6545.51 | 1615.40 | −13.998 | −40.19 | 1.01 | 0.000 |
CS*CaCl2 | 1 | 22.71 | 22.71 | 5.60 | 0.987 | 2.37 | 1.04 | 0.026 |
Lack-of-fit | 4 | 20.77 | 5.19 | 1.35 | - | - | - | 0.283 |
Particle size model | ||||||||
Model | 7 | 141548 | 20221.1 | 202.86 | 185.00 | 51.90 | - | 0.000 |
Alg | 1 | 45889 | 45889.3 | 460.35 | −43.50 | −21.46 | 1.10 | 0.000 |
CS | 1 | 30270 | 30270 | 303.67 | 44.42 | 17.43 | 1.12 | 0.000 |
CaCl2 | 1 | 19575 | 19574.9 | 196.37 | −28.53 | −14.01 | 1.12 | 0.000 |
CS*CS | 1 | 6104 | 6103.7 | 61.23 | −36.54 | −7.83 | 1.13 | 0.000 |
Alg*CS | 1 | 1963 | 1962.6 | 19.69 | 11.64 | 4.44 | 1.19 | 0.000 |
Alg*CaCl2 | 1 | 700 | 700.2 | 7.02 | −5.43 | −2.65 | 1.06 | 0.016 |
CS*CaCl2 | 1 | 11146 | 11145.6 | 111.81 | −27.64 | −10.57 | 1.17 | 0.000 |
Lack-of-fit | 4 | 173 | 43.4 | 0.38 | - | - | - | 0.821 |
Zeta potential model | ||||||||
Model | 7 | 399.875 | 57.125 | 303.51 | −10.501 | −44.19 | - | 0.000 |
Alg | 1 | 85.093 | 85.093 | 452.11 | 2.119 | 21.26 | 1.07 | 0.000 |
CS | 1 | 0.256 | 0.256 | 1.36 | 0.133 | 1.17 | 1.19 | 0.263 |
CaCl2 | 1 | 191.991 | 191.991 | 1020.07 | 3.308 | 31.94 | 1.25 | 0.000 |
CS*CS | 1 | 30.172 | 30.172 | 160.31 | 3.347 | 12.66 | 1.13 | 0.000 |
Alg*CS | 1 | 0.404 | 0.404 | 2.15 | 0.164 | 1.47 | 1.17 | 0.165 |
Alg*CaCl2 | 1 | 181.922 | 181.922 | 966.57 | -3.182 | -31.09 | 1.22 | 0.000 |
CS*CaCl2 | 1 | 1.855 | 1.855 | 9.85 | 0.344 | 3.14 | 1.05 | 0.007 |
Lack-of-fit | 3 | 0.562 | 0.187 | 0.99 | - | - | - | 0.432 |
DF: degrees of freedom, SS: sum of squares, F: F-test value and P: error variance.