Table 3.
Particles Size (nm) | PDI | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
Variable | DF 1 | Adj SS 2 | Adj MS 3 | F-Value | p-Value | DF 1 | Adj SS 2 | Adj MS 3 | F-Value | p-Value |
Model | 9 | 134,095 | 14,899.5 | 12.10 | 0.007 ** | 9 | 0.044036 | 0.004893 | 11.68 | 0.007 ** |
Linear | 3 | 56,521 | 18,840.4 | 15.31 | 0.006 ** | 3 | 0.002117 | 0.000706 | 1.68 | 0.284 NS |
S1 | 1 | 1539 | 1538.7 | 1.25 | 0.314 NS | 1 | 0.001837 | 0.001837 | 4.39 | 0.090 NS |
S2 | 1 | 15,673 | 15,673.2 | 12.73 | 0.016 * | 1 | 0.000129 | 0.000129 | 0.31 | 0.604 NS |
S3 | 1 | 39,309 | 39,309.4 | 31.93 | 0.002 ** | 1 | 0.000152 | 0.000152 | 0.36 | 0.574 NS |
Square | 3 | 20,167 | 6722.2 | 5.46 | 0.049 * | 3 | 0.017554 | 0.005851 | 13.97 | 0.007 ** |
1 | 18,585 | 18,584.6 | 15.10 | 0.012 * | 1 | 0.000154 | 0.000154 | 0.37 | 0.570 NS | |
1 | 439 | 439.3 | 0.36 | 0.576 NS | 1 | 0.003953 | 0.003953 | 9.44 | 0.028 * | |
1 | 1046 | 1045.8 | 0.85 | 0.399 NS | 1 | 0.014668 | 0.014668 | 35.02 | 0.002 ** | |
2-Way Interaction | 3 | 57,407 | 19,135.8 | 15.55 | 0.006 ** | 3 | 0.024365 | 0.008122 | 19.39 | 0.003 ** |
S1S2 | 1 | 28,798 | 28,797.7 | 23.39 | 0.005 ** | 1 | 0.004724 | 0.004724 | 11.28 | 0.020 * |
S1S3 | 1 | 11,770 | 11,770.2 | 9.56 | 0.027 * | 1 | 0.008882 | 0.008882 | 21.20 | 0.006 ** |
S2S3 | 1 | 16,839 | 16,839.4 | 13.68 | 0.014 * | 1 | 0.010759 | 0.010759 | 25.68 | 0.004 ** |
Error | 5 | 6155 | 1231.0 | 5 | 0.002094 | 0.000419 | ||||
Lack-of-Fit | 3 | 5149 | 1716.2 | 3.41 | 0.235 | 3 | 0.001901 | 0.000634 | 6.55 | 0.135 |
Pure Error | 2 | 1006 | 503.1 | 2 | 0.000193 | 0.000097 | ||||
Total | 14 | 140,250 | 14 | 0.046130 | ||||||
R2 | 95.61% | 95.46% | ||||||||
Adjusted R2 | 87.71% | 87.29% |
S1 = coded value of Tw80 (%), S2 = coded value of PC-EO (%), and S3 = coded value of water (%). 1 DF—degrees of freedom. 2 Adj SS: adjusted sum of square. 3 Adj MS: adjusted mean square; * p > 0.05, ** p > 0.01, and NS: nonsignificant p < 0.05.