. 2018 Oct 19;5(4):89. doi: 10.3390/bioengineering5040089

Table 9.

An example of Analysis of Variance (ANOVA) for Response Surface Methodology fitted to a second-order polynomial equation. The table depicts R-squared (R²), Adjusted R-squared (Adj-R²), Predicted R-squared (Pred-R²), degree of freedom (DF), adjusted sum of square (Adj SS), adjusted mean square (Adj MS), F-value and p-value of the model.

Source	DF	Adj SS	Adj MS	F-Value	p-Value
Model	11	40.4149	3.67408	1255.77	0.0001
Linear	4	3.1531	0.78828	269.43	0.0001
Square	4	35.3209	8.83022	3018.09	0.0001
Interaction	3	1.9409	0.64697	221.13	0.0001
Residues	40	0.117	0.00293
Lack-of-fit	13	0.00369	0.00284	0.96	0.515
Pure error	27	0.0802	0.00297
Total	51	40.532
R²= 99.71%, Adj-R² = 99.63%, Pred-R² = 99.48%
R²= 99.71%, Adj-R² = 99.63%, Pred-R² = 99.48%