Parametric models and diagnostic residuals

Knowledge package outline

Topic

Experimentation scientific reasoning and research methods

Purpose

Checks assumptions after fitting rather than treating fit as proof.

Package contents

Residual plots; heteroscedasticity; nonlinear patterns.

Dependencies

Regression.