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stat.ME2021
A non-parametric Bayesian approach for adjusting partial compliance in sequential decision making
Indrabati Bhattacharya, Brent A. Johnson, William Artman +4
Existing methods in estimating the mean outcome under a given dynamic treatment regime rely on intention-to-treat analyses which estimate the effect of following a certain dynamic…
stat.ME2020
Bayesian Multivariate Quantile Regression Using Dependent Dirichlet Process Prior
Indrabati Bhattacharya, Subhashis Ghosal
In this article, we consider a non-parametric Bayesian approach to multivariate quantile regression. The collection of related conditional distributions of a response vector Y give…