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A Bayesian Semiparametric Method For Estimating Causal Quantile Effects
We adopt a semiparametric conditional distribution regression model that allows inference on any functionals of counterfactual distributions, including PDFs and multiple QTEs.
SPQR: An R Package for Semi-Parametric Density and Quantile Regression
We develop an R package SPQR that implements the semi-parametric quantile regression (SPQR) method in Xu and Reich (2021).
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