Hi, I am working on response surface models, using multiple regression equations to fit the experimental data. I am getting R2 values between 0.777-0.888. Lack of fit was found to be insignificant.

I have total 13 sets of data (with two independent variables). Regression coefficient was determined by ANOVA.

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