Category: Causal Inference

Anything related to experimentation, A/B tests, and observational causal inference.

August 12, 2024

Causality without Experiments, Unconfoundedness, or Instruments
August 1, 2023

Machine Learning Regression Adjustments in A/B Tests
July 28, 2023

The Alphabet of Learners for Heterogeneous Treatment Effects
June 30, 2023

Using Lasso to Estimate Heterogeneous Treatment Effects
April 30, 2023

An Overview of Machine Learning Methods in Causal Inference
March 30, 2023

The Variance of Propensity Score Matching Estimators