Challenges With Propensity Score Strategies in a High-Dimensional Setting and a Potential Alternative

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Estimating treatment effect heterogeneity in randomized program evaluation (2013, neutral): “E S T IM A T IN G T R E A T M E N T E F F E C T H E T E R O G E N E IT Y 1 5 1 6 K .”
The Statistics of Causal Inference: A View from Political Methodology (2015, unknown): “Hill, Weiss, and Zhai (2011) and Hill (2011) show how very ﬂexible nonparametric methods that are loosely regression based can be used to estimate causal eﬀects.”
Assessing lack of common support in causal inference using bayesian nonparametrics: Implications for evaluating the effect of breastfeeding on children's cognitive outcomes (2013, methodology): “Hill (2011) provides evidence of superior performance of BART relative to popular causal inference strategies in the context of nonlinear response surfaces.”