This series of videos consist of the material presented at the workshop The Heartbreak of Violated Assumptions (Healing a Broken Regression).
Part 1: Review of Linear Model and Assumptions (4:11)
Part 2: Detecting Violations of Assumptions (16:03)
Part 3: Remedies for Violations of Assumptions (20:49)