Here is some more advanced reading for the especially interested students to help you prepare for the Causal Inference Module. We recommend reading the book chapter preliminary material first, and then tackling the papers.

 

Book Chapter

Chapter 1

Papers

Single World Intervention Graphs: A Primer, by Richardson and Robins, published at UAI in 2013.

Methods for dealing with time-dependent confounding by Daniel et al., Statistics in Medicine, 2013.