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…

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