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10/01/2021
A non-parametric Bayesian approach for adjusting partial compliance in sequential decision making
Existing methods in estimating the mean outcome under a given dynamic tr...
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07/01/2020
Bayesian Multivariate Quantile Regression Using Dependent Dirichlet Process Prior
In this article, we consider a non-parametric Bayesian approach to multi...
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07/01/2020
Bayesian nonparametric tests for multivariate locations
In this paper, we propose Bayesian non-parametric tests for one-sample a...
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02/03/2020
Gibbs posterior inference on multivariate quantiles
Bayesian and other likelihood-based methods require specification of a s...
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09/23/2019
Bayesian Inference on Multivariate Medians and Quantiles
In this paper, we consider Bayesian inference on a class of multivariate...
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10/01/2018