Table 5.
Source | L* | a* | b* | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
DF | SS 1 | MS | F-Value | p-Value | SS 1 | MS | F-Value | p-Value | SS 1 | MS | F-Value | p-Value | |
Model | 5 | 3.22643 | 0.64529 | 241.98 | 0 | 2.32207 | 0.46441 | 168.28 | 0 | 8.45916 | 1.69183 | 217.92 | 0 |
Linear | 2 | 2.72531 | 1.36265 | 510.98 | 0 | 0.35788 | 0.17894 | 64.84 | 0 | 0.33535 | 0.16768 | 21.6 | 0.001 |
X 1 | 1 | 2.30493 | 2.30493 | 864.33 | 0 | 0.34711 | 0.34711 | 125.78 | 0 | 0.33403 | 0.33403 | 43.02 | 0.0003 |
X 2 | 1 | 0.42038 | 0.42038 | 157.64 | 0 | 0.01077 | 0.01077 | 3.9 | 0.0888 | 0.00132 | 0.00132 | 0.17 | 0.6923 |
Square | 2 | 0.44012 | 0.22006 | 82.52 | 0 | 0.0314 | 0.0157 | 5.69 | 0.0341 | 7.70772 | 3.85386 | 496.39 | 0 |
X1*X1 | 1 | 0.00148 | 0.00148 | 0.56 | 0.48 | 0.00688 | 0.00688 | 2.49 | 0.1583 | 4.98007 | 4.98007 | 641.45 | 0 |
X2*X2 | 1 | 0.38949 | 0.38949 | 146.06 | 0 | 0.01602 | 0.01602 | 5.81 | 0.0468 | 4.91618 | 4.91618 | 633.22 | 0 |
Two-way Interaction | 1 | 0.06101 | 0.06101 | 22.88 | 0.002 | 1.9328 | 1.9328 | 700.36 | 0 | 0.41609 | 0.41609 | 53.59 | 0.0002 |
X1*X2 | 1 | 0.06101 | 0.06101 | 22.88 | 0.002 | 1.9328 | 1.9328 | 700.36 | 0 | 0.41609 | 0.41609 | 53.59 | 0.0002 |
Error | 7 | 0.01867 | 0.00267 | 0.01932 | 0.00276 | 0.05435 | 0.00776 | ||||||
Lack-of-Fit | 3 | 0.01109 | 0.0037 | 1.95 | 0.2635 | 0.0128 | 0.00427 | 2.62 | 0.1878 | 0.04683 | 0.01561 | 8.3 | 0.0342 |
Pure Error | 4 | 0.00758 | 0.00189 | 0.00652 | 0.00163 | 0.00752 | 0.00188 | ||||||
Total | 12 | 3.2451 | 2.34139 | 8.51351 | |||||||||
R 2 | 0.9942 | 0.9917 | 0.9936 | ||||||||||
Adj R2 | 0.9901 | 0.9859 | 0.9891 | ||||||||||
Pred R2 | 0.9692 | 0.9403 | 0.9604 |
1 Sum of squares; DF: degree of freedom; MD: mean squares; *: multiplication. The term is significant at p ≤ 0.05. The term is significant at p ≤ 0.01. The term is significant at p ≤ 0.001.