Below are Matt Slide's lectures (in Powerpoint format) for the Advanced Epidemiology course held in Stellenbosch.

Lecture 1

Lecture 2 - Sufficient Causes Model

Lecture 3 - Counterfactuals and Confounding

Lecture 4 - Approaches to confounding (DAGs)

Lecture 5 - Propensity scores and MSM

Lecture 6 - Interaction

Lecture 7 -Misclassification

Lecture 8 - Selection Bias

Lecture 9 - Random Error (part 1)

Lecture 10 - Random Error (part 2)