Causal Inference

2 articles

How to Estimate Difference-in-Differences in Python

A statsmodels workflow for event study estimation, with the diagnostics that separate credible estimates from noise.

Feb 2026 · Methodology

Understanding the Limits of Parallel Trends Tests

Why a high p-value on parallel trends tests can mislead, and how sensitivity analysis reveals fragile causal claims.

Dec 2025 · Methodology