STAT/CSSS 566 2017


Lab 1 Intro to Counterfactuals

Lab 2 Randomization based inference

Lab 3 More Randomization based inference and Attributable Effects

Lab 4 d-separation (discrete data)

Lab 4 d-separation (mvnormal data)

Lab 5 Inferring structure and using the PC algorithm

Lab 6 Inferring structure allowing for hidden confounding variables with the FCI algorithm

Lab 7 Relative Risk Regression

Lab 7 Dependence Measures and Collapsibility

Lab 8 regression

Lab 9 IV Analysis

Lab 10 IV Monte Carlo Simulation