Table 3. Results of ANOVA of the central composite design.

Response: number Df Sum Sq Mean Sq F value Pr(>F)
Block 1 2.67 2.667 0.1700 0.6813762
First-Order (x1, x2, x3) 3 294.37 98.123 6.2552 0.0007989
Two-way Interaction (x1, x2, x3) 3 121.58 40.528 2.5836 0.0601143
Pure Quadratic (x1, x2, x3) 3 41.33 13.778 0.8783 0.4566396
Residuals 70 1098.07 15.687
Lack of fit 17 376.74 22.161 1.6283 0.0896856
Pure error 53 721.33 13.610
Response: length Df Sum Sq Mean Sq F value Pr(>F)
Block 1 1.1882 1.18815 6.0129 0.016699
First-Order (x1, x2, x3) 3 9.4330 3.14434 15.9126 5.471e-08
Two-way Interaction (x1, x2, x3) 3 0.3246 0.10820 0.5476 0.651433
Pure Quadratic (x1, x2, x3) 3 2.4919 0.83063 4.2036 0.008578
Residuals 70 13.8320 0.19760
Lack of fit 17 3.4307 0.20180 1.0283 0.445020
Pure error 53 10.4014 0.19625