36 citations · 97 across the 10 of their papers we have counts for
10 papers
Credible Distributions of Overall Ranking of Entities
Snigdhansu Chatterjee, Gauri Sankar Datta, Yiren Hou +1
Ranking, and inferences based on ranking of a set of entities, are important problems in numerous contexts. This is especially true in small area statistics where there may be only…
A Hierarchical Bayes Unit-Level Small Area Estimation Model for Normal Mixture Populations
Shuchi Goyal, Gauri Sankar Datta, Abhyuday Mandal
National statistical agencies are regularly required to produce estimates about various subpopulations, formed by demographic and/or geographic classifications, based on a limited…
Robust Hierarchical Bayes Small Area Estimation for Nested Error Regression Model
Adrijo Chakraborty, Gauri Sankar Datta, Abhyuday Mandal
National statistical institutes in many countries are now mandated to produce reliable statistics for important variables such as population, income, unemployment, health outcomes,…
A Bayesian Generalized CAR Model for Correlated Signal Detection
D. Andrew Brown, Gauri S. Datta, Nicole A. Lazar
Over the last decade, large-scale multiple testing has found itself at the forefront of modern data analysis. In many applications data are correlated, so that the observed test st…
A two-component normal mixture alternative to the Fay-Herriot model
Adrijo Chakraborty, Gauri Sankar Datta, Abhyuday Mandal
This article considers a robust hierarchical Bayesian approach to deal with random effects of small area means when some of these effects assume extreme values, resulting in outlie…
Comment on Article by Berger, Bernardo, and Sun
Gauri Sankar Datta, Brunero Liseo
Discussion of Overall Objective Priors by James O. Berger, Jose M. Bernardo, Dongchu Sun [arXiv:1504.02689].