Malay Ghosh

University of Florida — United States

Mathematics · Physical Sciences

27h-index4.1kcitations157works0.32yr avg
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Research Topics

Statistical Methods and Inference(81), Statistical Methods and Bayesian Inference(62), Advanced Statistical Methods and Models(52), Bayesian Methods and Mixture Models(41), Survey Sampling and Estimation Techniques(20)

Publications157 total

Posterior consistency in multi-response regression models with non-informative priors for the error covariance matrix in growing dimensions
Bernoulli·2025· 1 cited
Bayes oracle property of multiple tests of multivariate normal means under sparsity
Journal of Statistical Planning and Inference·2024
Some Properties of GEM($$\alpha $$) Distributions
Sankhya A·2024
Global-Local Shrinkage Priors for Asymptotic Point and Interval Estimation of Normal Means under Sparsity
Sankhya A·2023· 1 citedOpen Access
High-dimensional properties for empirical priors in linear regression with unknown error variance
Statistical Papers·2023· 5 cited
MCMC Convergence for Global-Local Shrinkage Priors
Journal of Quantitative Economics·2022
Contraction of a quasi-Bayesian model with shrinkage priors in precision matrix estimation
Journal of Statistical Planning and Inference·2022· 3 cited
High-dimensional properties for empirical priors in linear regression with unknown error variance
arXiv (Cornell University)·2022· 1 citedOpen Access
Bayesian Methods for Finite Population Sampling
2021· 2 cited
Ultra high-dimensional multivariate posterior contraction rate under shrinkage priors
Journal of Multivariate Analysis·2021· 3 cited
Exponential Tail Bounds for Chisquared Random Variables
Journal of Statistical Theory and Practice·2021· 9 citedOpen Access
Small area estimation: its evolution in five decades
Statistics in Transition New Series·2020· 27 citedOpen Access
A Study on Challenges and Opportunities of Health Tourism in India with Reference to Public Health
International Journal of Psychosocial Rehabilitation·2020· 5 citedOpen Access
Density Prediction and the Stein Phenomenon
Sankhya A·2019· 2 cited
Revisiting Jeffreys’ Example: Bayes Test of the Normal Mean
The American Statistician·2019· 1 cited
On the Beta Prime Prior for Scale Parameters in High-Dimensional Bayesian Regression Models
Statistica Sinica·2019· 16 citedOpen Access
High-Dimensional Posterior Consistency for Hierarchical Non-Local Priors in Regression
Bayesian Analysis·2019· 18 citedOpen Access
Ultra High-dimensional Multivariate Posterior Contraction Rate Under Shrinkage Priors
arXiv (Cornell University)·2019· 2 citedOpen Access
Some Variants of Constrained Estimation in Finite Population Sampling
International Statistical Review·2018
On the Loss Robustness of Least-Square Estimators
The American Statistician·2018
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Frequent Co-authors

Glen Meeden(7), Pranab Kumar Sen(5), Nitis Mukhopadhyay(4), Gauri Sankar Datta(3), Pranab K. Sen(2), Dipak K. Dey(2), Rebecca C. Steorts(2), Xuan Cao(2), Kshitij Khare(2), James E. Grizzle(2), Karabi Sinha(2), Tapabrata Maiti(2), J. N. K. Rao(1), George Casella(1), Jeff Gill(1), Minjung Kyung(1), G. Meeden(1), Cidambi Srinivasan(1), William C. Parr(1), Kesar Singh(1)