Publications and preprints

• Backfitting for large scale crossed random effects regressions - Swarnadip Ghosh, Trevor Hastie, Art B. Owen. Annals of Statistics, In Press, 2021. [arxiv]

• Scalable logistic regression with crossed random effects - Swarnadip Ghosh, Trevor Hastie, Art B. Owen. [arxiv]

• Convergence rate of a collapsed Gibbs sampler for crossed random effects models - Swarnadip Ghosh * and Chenyang Zhong *. [arxiv]

• Bahadur efficiency in tensor Curie-Weiss models - Somabha Mukherjee, Swarnadip Ghosh, Jaesung Son and Sourav Mukherjee. [arxiv]

• Feature Selection in High-dimensional Space Using Graph-Based Methods - Swarnadip Ghosh *, Somabha Mukherjee * and Divyansh Agarwal. [arxiv]

• Discussion on Horseshoe-Based Bayesian Nonparametric Estimation of Effective Population Size Trajectories - Lorenzo Cappello, Swarnadip Ghosh and Julia Palacios. Biometrics, 2020. [journal]

• Cost Utility Analysis of Duodenoscope Reprocessing, Fully Disposable Duodenoscopes - Monique Barakat, Swarnadip Ghosh and Subhas Banerjee. Gastrointestinal Endoscopy, Official Journal of the American Society for Gastrointestinal Endoscopy, 2020.

(* equal contribution )

Working Paper

• Complexity theory for coordinate-wise inference algorithms for crossed random effect models via random walks on random graphs.