De, S., & Ghosh, J. (2026). Robust Bayesian model averaging for linear regression models with heavy-tailed errors. Journal of Applied Statistics, 53(2):304-330. [paper] [preprint]
De, S.*, Ghosal, P.*, & Ghosh, J. (2025). An online algorithm for Bayesian variable selection in logistic regression models with streaming data. Sankhya B, 1-46. [paper]
De, S., & Ghosh, J. (2024). Horseshoe prior for Bayesian linear regression with hyperbolic errors. Statistics and Applications, 22(3):199-209. (Invited paper to the Special Issue in the Fond Memories of C R Rao on "Life and Work of CR Rao (1920-2023): The Revolutionary of Statistical Sciences"). [paper]
De, S., & Ghosh, J. (2026). Posterior Mode Guided Dimension Reduction for Bayesian Model Averaging in Heavy-Tailed Linear Regression. arXiv preprint, arXiv:2602.20448. [preprint]