Categorical Predictors & Interaction Terms

Fit and interpret categorical predictors and interactions in linear regression. Prerequisites: multiple regression and coefficient inference. Construct reference coding, derive group-specific lines, change reference categories and center predictors. Calculate meaningful contrasts and their uncertainty, then examine nominal coding, support, absent groups and interpretation under interactions.

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