Slides for "Staggered Difference-in-Differences in Practice: Causal Insights from the Music Industry" Presentation for PyData Amsterdam 2023 (14-16 September)- Nazli M. Alagoz
PDF is available in this repository or directly here.
(I'll add the video once it's available.)
- What is Difference-in-Differences (DiD) and how does the DiD estimator work?
- What is the limitation of the traditional DiD estimator when treatment timing varies?
- How can we address the limitation of traditional DiD estimator when the treatment is staggered?
- Overview of staggered DiD methods that address the limitations of the traditional DiD estimator
- Introduction to DiD with Multiple Time Periods by Brantly Callaway and Pedro H.C. Sant’Anna - Blog
- What's Trending in Difference-in-Differences? A Synthesis of the Recent Econometrics Literature by Jonathan Roth, Pedro H. C. Sant'Anna, Alyssa Bilinski, John Poe - Academic paper
- Uncovering the Limitations of Traditional DiD Method by me - Blog
- A collection of DiD-related packages and sources by Asjad Naqvi - Blog