“…where X 1 , X 2 , X 3 , …, X n are the independent coded variables, α 0 is the offset term, and α i , α ii , and α ij account for the linear, squared, and interaction effects, respectively, and ε is the random error. A model reduction may be expedient, if there are many redundant model terms [40].…”