Higher Moments for Optimal Balance Weighting in Causal Estimation
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DOI: 10.1097/ede.0000000000001481
Abstract: We expand upon a simulation study that compared three promising methods for estimating weights for assessing the average treatment effect on the treated for binary treatments: generalized boosted models, covariate-balancing propensity scores, and entropy balance.… read more here.
Keywords: propensity scores; higher moments; balance; balancing propensity ... See more keywords