In this study, we develop a novel estimation method for quantile treatment effects (QTE) under rank invariance and rank … proposes a parametric estimation based on the minimum distance method. However, when the dimensionality of the covariates is … large, the minimum distance estimation using this process is computationally demanding. To overcome this problem, we propose …