Metalearners for estimating heterogeneous treatment effects using machine learning - Künzel, Sören R.; Sekhon, Jasjeet S.; Bickel, Peter J.; Yu, Bin (Proceedings of the National Academy of Sciences - PNAS, 2019)
Keywords: Algorithms; Artificial intelligence; Bayesian analysis; Computer simulation; conditional average treatment; effect; ENGINEERING; Estimation; Field tests; heterogeneous treatment effects; Learning algorithms; Machine learning; minimax optimality; Neural networks; Observational studies; Physical Sciences; PNAS Plus; Political science; Political Sciences; randomized controlled trials; Regression analysis; Response functions; Social Sciences; Statistics; conditional average treatment effect; minimax optimality; observational studies; randomized controlled trials; heterogeneous treatment effects