A Strategy for Developing Multiple Linear Regression (MLR) Models
1. Hypothesize the model and state the LINE assumptions:
· If you have a few predictors, start with the first-order (main effect) linear model; otherwise use the best subsets and stepwise regression methods to select a few alternative models.
· LINE assumptions are:
1. L: Model is linear in…