Subhashis Ghoshal


Subhashis Ghoshal is a Goodnight Distinguished Professor of Statistics and Operations Research at North Carolina State University.

Research Interests

  • High and Infinite Dimensional Models
  • Bayesian Inference
  • Asymptotic Statistics
  • Image Processing
  • Functional Data Analysis
  • Multiple Hypotheses Testing


Ph.D.Doctor of Philosophy in StatisticsIndian Statistical Institute, Calcutta, India1995
M.S.Stat.Master of Science in StatisticsIndian Statistical Institute, Calcutta, India1990
B.S.Stat.Bachelor of Science in StatisticsIndian Statistical Institute, Calcutta, India1988


Posterior contraction and testing for multivariate isotonic regression
Wang, K., & Ghosal, S. (2023), ELECTRONIC JOURNAL OF STATISTICS, 17(1), 798–822.
Bhattacharya, I., & Ghosal, S. (2022), STATISTICA SINICA, 32(1), 517–538.
Discussion of "Confidence Intervals for Nonparametric Empirical Bayes Analysis" by Ignatiadis and Wager
Ghosal, S. (2022, September 14), JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, Vol. 117, pp. 1171–1174.
Rates and coverage for monotone densities using projection-posterior
Chakraborty, M., & Ghosal, S. (2022), BERNOULLI, 28(2), 1093–1119.
Two-step Bayesian methods for generalized regression driven by partial differential equations
Bhaumik, P., Shi, W., & Ghosal, S. (2022), BERNOULLI, 28(3), 1625–1647.
Bayesian estimation of sparse precision matrices in the presence of Gaussian measurement error
Shi, W., Ghosal, S., & Martin, R. (2021), ELECTRONIC JOURNAL OF STATISTICS, 15(2), 4545–4579.
Posterior contraction in sparse generalized linear models
Jeong, S., & Ghosal, S. (2021), BIOMETRIKA, 108(2), 367–379.
Unified Bayesian theory of sparse linear regression with nuisance parameters
Jeong, S., & Ghosal, S. (2021), ELECTRONIC JOURNAL OF STATISTICS, 15(1), 3040–3111.
Bayesian linear regression for multivariate responses under group sparsity
Ning, B., Jeong, S., & Ghosal, S. (2020), BERNOULLI, 26(3), 2353–2382.
Posterior contraction and credible sets for filaments of regression functions
Li, W., & Ghosal, S. (2020), ELECTRONIC JOURNAL OF STATISTICS, 14(1), 1707–1743.

View all publications via NC State Libraries

Subhashis Ghoshal