BNPqte: A Bayesian Nonparametric Approach to Causal Inference on Quantiles in R
BNPqte:用于分位数因果推断的贝叶斯非参数 R 实现
In this article, we introduce the BNPqte R package which implements the Bayesian nonparametric approach of Xu, Daniels and Winterstein (2018) for estimating quantile treatment effects in observational studies. This approach provides flexible modeling of the distributions of potential outcomes, so it is capable of capturing a variety of underlying relationships among the outcomes, treatments and confounders and estimating multiple quantile treatment effects simultaneously.…