causal inference | Manifold Madness

Posts Tagged With: causal inference

What If: Notions of Causality Mon Jul 31 2023
causal inference statistics study notes

Working through the introductory chapter of "What If?" by Hernan and Robins.

Series: Working Through 'What If?'
What If: Randomized Experiments Sun Aug 06 2023
causal inference statistics study notes

Discussing the foundations of causal estimation and its roots in Randomized Trials.

Series: Working Through 'What If?'
What If: Observational Studies Thu Aug 10 2023
causal inference statistics study notes

Notes on the Third Chapter of "What If?": Observational Studies. Covers the move to causal inference on observed data, identifiability conditions, and the necessity of a target trial.

Series: Working Through 'What If?'
What If: Effect Modification Wed Aug 16 2023
causal inference statistics study notes

Notes on the Fourth Chapter of "What If?": Effect Modification. Discusses how to detect and adjust for effect modifiers

Series: Working Through 'What If?'