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Causal Inference - Coggle Diagram

- - - - Population ATE, PATE
      - finite sample ATE, FATE
      - PS-based
      - IPW-base
        
        Covariate Balance PS
        Imai and Ratkovic (2014)
        
        with Loss Function
        Zhao et al. (2019)
        
        AIPW-based estimators
        Chernozhukov et al. (2016)
      - Stratify