Category: Causal Inference

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

February 28, 2025

The Two Types of Weights in Causal Inference
February 9, 2025

Binscatter: A New Visual Tool for Data Analysis
December 18, 2024

Lord’s Paradox: A Simple Illustration
December 18, 2024

Stratified Sampling with Continuous Variables
December 6, 2024

Simpson’s Paradox: A Simple Illustration
November 21, 2024

Causation without Correlation
October 29, 2024

Bayesian Analysis of A/B Tests: A Modern Approach
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