inference

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DiD

• DiD Reading Group youtube series
• Jeff Wooldridge presents "Differences in Differences" to the ASA Ann Arbor Chapter
• Pedro H.C. Sant'Anna: "Difference-in-Differences with Multiple Time Periods" / "Triple Differences Research Designs at Causal Solutions" / "What's Trending in Differences-in-Differences study designs" / PDHP workshop series: “Difference-in-Differences”
• RES 2022 Special Session: EctJ - The New Difference in Differences
• LSE-UCL Law & Finance Seminar: Andrew Baker on staggered difference-in-differences analysis
• Jonathan Roth - DiD Resources
• Asjad Naqvi - Diff-in-Diff-Literature
• Fernando Rios-Avila - Playing with Stata
• DID Handbook

Statistical Inference

• A User’s Guide to Statistical Inference and Regression
• Statistical Tools for Causal Inference

ML + Causal Inference

• Four Lectures on Causality / Elements of Causal Inference: Foundations and Learning Algorithms

Python + Causal Inference

• DoWhy / causal-learn / EconML