Step 7 -- Analyze the Data
Compute the confidence limits on Y predicted; also tolerance limits.
Find groups of replicates: compute average response and standard deviation, s.
Compute the coefficients (b's).
Test the model; can it predict well enough?
Scatter plot the residuals.