IQB Workshop — Graphical Causal Inference

Presentations

Day 1 — Fundamentals

Ladder of Causation, Graphs, Do-Operator, Causal Estimands, Identification

Day 2 — Advanced Topics

Multilevel Causal Graphs, Longitudinal Graphs, CLPM

RStudio Server

No local R installation needed — use our shared server:

1. Claim your login — pick a researcher name as your username
2. Open RStudio — log in with your username and password changeme
3. DAG Gallery — live view of all submitted causal graphs

Resources

Further Reading

Curated reading list organized by topic