Causal Inference in R Slides

2023-08-22

00 Intro

01 Whole Game

02 When Standard Methods Succeed

03 Causal Inference with group_by and summarise

04 Causal Diagrams

05 Causal Inference is Not Just a Statistics Problem

06 Introduction to Propensity Scores

07 Using Propensity Scores

08 Checking Propensity Scores

09 Fitting the outcome model

10 Continuous Exposures

11 Tipping Point Sensitivity Analyses

12 Whole Game (Your Turn)

13 Bonus: Selection Bias