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21-090/III - Finite Sample Evaluation of Causal Machine Learning Methods: Guidelines for the Applied Researcher


  • Authors
    Andrea A. Naghi, Erasmus University Rotterdam; Christian P. Wirths, Erasmus University Rotterdam
  • Publication date
    October 14, 2021
  • Keywords
    average treatment effect, causal inference, empirical Monte Carlo, heterogeneous treatment effects, individual treatment effects, machine learning
  • JEL
    D04, C01, C21