Introduction to Difference-in-Differences (DiD): Panel Data and Fixed Effects Models Explained

Learn more and register: https://statisticalhorizons.com/semin...

Welcome to the 1st hour of Gonzalo Vazquez-Bare's Difference in Differences seminar! In this video, we introduce Difference-in-Differences (DiD) methods, a powerful tool for causal inference, and explore the basics of panel data and fixed effects models.

Seminar Description:

This seminar covers the statistical foundations and practical applications of DiD models, widely used for causal inference and policy evaluation in non-experimental settings. We delve into the potential outcomes framework to rigorously define causal effects and study classical results and recent advances in identification, estimation, and statistical inference for DiD models. Participants will learn to apply DiD methods, validate identification assumptions, and perform sensitivity analyses, equipping researchers across various fields to conduct rigorous empirical analysis. Register now: https://statisticalhorizons.com/semin...

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