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The role of propensity score structure in asymptotic efficiency of estimated conditional quantile treatment effect

The role of propensity score structure in asymptotic efficiency of estimated conditional quantile treatment effect

Abstract When a strict subset of covariates is given, we propose conditional quantile treatment effect () to offer, compared with the unconditional quantile treatment effect () and conditional average treatment effect (), a more complete and informative view of the heterogeneity of treatment effects via the quantile sheet that is …