Causal Module - StatML.io CDT
February 2025
This page contains material relating to the StatML CDT Module on Causal Inference.Notes and Slides
Slides in PDF format:
Notes from an APTS module I teach also cover most of the material.
Data Sets
Resources
The R package causl can be obtained here, the vignette for plasmode simulation is updated here, and for heterogeneous treatment effects is here
My Graphical Models lecture notes contain some relevant material.
Previous Years
Versions of the slides from 2024 are also available.