Quantile regression outcome-adaptive lasso: variable selection for causal quantile treatment effect estimation

Yahang Liu, Kecheng Wei, Chen Huang +2

Quantile treatment effects (QTEs) can characterize the potentially heterogeneous causal effect of a treatment on different points of the entire outcome distribution. Propensity sco…