- Topics for module
- Introduction to DAGs
- Introduction to the Peter and Clark (PC) algorithm for
constraint-based causal discovery.
- Temporal PC algorithm for tiered causal discovery
- Fast causal inference and tiered background information
- To read:: If you are not familiar with directed
acyclic graphs (DAGs), we suggest you read the following article:
Digitale, J. C., Martin, J. N., & Glymour, M. M. (2022). Tutorial on
directed acyclic graphs. Journal of Clinical Epidemiology,
142, 264-267.
- Slides: Intro, PC, TPC, TPC - vol 2, FCI, Outro
- R code from the exercises
2025