17 citations · 20 across the 6 of their papers we have counts for
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math.ST2020
Bayesian nonparametric tests for multivariate locations
Indrabati Bhattacharya, Subhashis Ghosal
In this paper, we propose novel, fully Bayesian non-parametric tests for one-sample and two-sample multivariate location problems. We model the underlying distribution using a Diri…
math.ST2020★ 17 cited
Gibbs posterior inference on multivariate quantiles
Indrabati Bhattacharya, Ryan Martin
Bayesian and other likelihood-based methods require specification of a statistical model and may not be fully satisfactory for inference on quantities, such as quantiles, that are…
math.ST2019★ 2 cited
Bayesian Inference on Multivariate Medians and Quantiles
Indrabati Bhattacharya, Subhashis Ghosal
In this paper, we consider Bayesian inference on a class of multivariate median and the multivariate quantile functionals of a joint distribution using a Dirichlet process prior. S…