scunning1975 / python-advanced-did

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Advanced DID workshop - Python code

This repository has 2 files:

  1. baker.ipynb - this Jupyter notebook mirrors in Python the baker.do from Scott Cunningham's DID workshop
  2. DIDestimators.ipynb - this Jupyter notebook provides sample Python code for using R packages for the following estimators/papers:
    • Bacon Decomposition. Goodman-Bacon (2019)
    • Brantly Callaway, Pedro H.C. Sant’Anna (2020) (applied to Baker data)
    • Clément de Chaisemartin, Xavier D’Haultfoeuille (2020)
    • Pedro H.C. Sant’Anna , Jun Zhao (2020)
    • Liyang Sun, Sarah Abraham (2020) (applied to Baker data)
    • Kirill Borusyak, Xavier Jaravel, Jann Spiess (2021)
    • Gardner (2021)

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