Table 3.
ANOVA of the dependent variables of the experimental design.
Responses | Source | Sum of Squares | dF | Mean Square | F value | P value |
---|---|---|---|---|---|---|
y1 | Model | 16.40 | 6 | 2.73 | 82.36 | <0.0001 |
x1 | 12.39 | 1 | 12.39 | 373.21 | <0.0001 | |
x2 | 0.50 | 1 | 0.50 | 14.95 | 0.0048 | |
x3 | 2.31 | 1 | 2.31 | 69.52 | <0.0001 | |
x1x2 | 0.24 | 1 | 0.24 | 7.15 | 0.0282 | |
x1x3 | 0.18 | 1 | 0.18 | 5.49 | 0.0471 | |
0.79 | 1 | 0.79 | 23.83 | 0.0012 | ||
R-Squared | 0.9841 | |||||
Adj R-Squared | 0.9721 | |||||
y2 | Model | 60.86 | 2 | 30.43 | 92.16 | <0.0001 |
x1 | 42.92 | 1 | 42.92 | 129.99 | <0.0001 | |
x3 | 17.94 | 1 | 17.94 | 54.33 | <0.0001 | |
x2x3 | 1.89 | 1 | 1.89 | 12.84 | 0.0050 | |
R-Squared | 0.9389 | |||||
Adj R-Squared | 0.9287 | |||||
y3 | Model | 9.71 ×10−3 | 3 | 3.24 ×10−3 | 245.23 | <0.0001 |
x1 | 8.41 ×10−3 | 1 | 8.41 ×10−3 | 636.62 | <0.0001 | |
x3 | 1.27 ×10−4 | 1 | 1.27 ×10−4 | 9.64 | 0.0010 | |
1.18 ×10−3 | 1 | 1.18 ×10−3 | 89.44 | <0.0001 | ||
R-Squared | 0.9853 | |||||
Adj R-Squared | 0.9813 | |||||
y4 | Model | 48676.54 | 2 | 24338.27 | 136.97 | <0.0001 |
x1 | 46482.00 | 1 | 46482.00 | 261.59 | <0.0001 | |
x3 | 2194.53 | 1 | 2194.53 | 12.35 | 0.0043 | |
R-Squared | 0.9580 | |||||
Adj R-Squared | 0.9510 | |||||
y5 | Model | 0.34 | 1 | 0.34 | 9.26 | 0.0094 |
x3 | 0.34 | 1 | 0.34 | 9.26 | 0.0094 | |
R-Squared | 0.8416 | |||||
Adj R-Squared | 0.8371 | |||||
y6 | Model | 741.03 | 6 | 123.50 | 156.22 | <0.0001 |
x1 | 406.55 | 1 | 406.55 | 514.23 | <0.0001 | |
x2 | 79.88 | 1 | 79.88 | 101.04 | <0.0001 | |
x3 | 193.16 | 1 | 193.16 | 244.32 | <0.0001 | |
x1x3 | 23.43 | 1 | 23.43 | 29.63 | 0.0006 | |
x2x3 | 4.26 | 1 | 4.26 | 5.39 | 0.0487 | |
33.74 | 1 | 33.74 | 42.68 | 0.0002 | ||
R-Squared | 0.9915 | |||||
Adj R-Squared | 0.9852 |