17 citations · 20 across the 6 of their papers we have counts for
8 papers
A Subjective Bayesian Approach to Address Unchecked Assumptions in a Causal Analysis
Jaiyool Kim, Indrabati Bhattacharya, Jonathan R. Bradley
Causal analyses using observational data rely on identifying assumptions that cannot be verified from the observed data alone. When such unchecked assumptions fail, effect estimate…
Socioeconomic Drivers of Physical Morbidity Across U.S. Counties: A Spatial Causal Inference Approach
Ranadeep Daw, Hunter N. Evans, Indrabati Bhattacharya
Identifying the causal effects of socioeconomic determinants on population health is of many great interests - from statistical methodology development to public health practitione…
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…
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…
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…
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…
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…
A Statistical Exploration of Duckworth-Lewis Method Using Bayesian Inference
Indrabati Bhattacharya, Rahul Ghosal, Sujit Ghosh
Duckworth-Lewis (D/L) method is the incumbent rain rule used to decide the result of a limited overs cricket match should it not be able to reach its natural conclusion. Duckworth…