Fast sampling with Gaussian scale mixture priors in high-dimensional regression A Bhattacharya, A Chakraborty, BK Mallick Biometrika, asw042, 2016 | 198 | 2016 |
Bayesian sparse multiple regression for simultaneous rank reduction and variable selection A Chakraborty, A Bhattacharya, BK Mallick Biometrika 107 (1), 205-221, 2020 | 32 | 2020 |
horseshoe: Implementation of the Horseshoe Prior S van der Pas, J Scott, A Chakraborty, A Bhattacharya R package version 0.1. 0 12, 2016 | 28 | 2016 |
Bayesian semiparametric multivariate density deconvolution A Sarkar, D Pati, A Chakraborty, BK Mallick, RJ Carroll Journal of the American Statistical Association 113 (521), 401-416, 2018 | 20 | 2018 |
Resilience-based process upset event prediction analysis for uncertainty management using Bayesian deep learning: application to a polyvinyl chloride process system P Jain, A Chakraborty, EN Pistikopoulos, MS Mannan Industrial & Engineering Chemistry Research 57 (43), 14822-14836, 2018 | 16 | 2018 |
horseshoe: Implementation of the Horseshoe Prior, 2016 S van der Pas, J Scott, A Chakraborty, A Bhattacharya URL https://CRAN. R-project. org/package= horseshoe. R package version 0.1. 0, 0 | 9 | |
Bayesian inference on high-dimensional multivariate binary responses A Chakraborty, R Ou, DB Dunson Journal of the American Statistical Association, 1-21, 2023 | | 2023 |
Nearest Neighbor Dirichlet Mixtures S Chattopadhyay, A Chakraborty, DB Dunson Journal of Machine Learning Research 24 (261), 1-46, 2023 | | 2023 |
Package ‘horseshoe’ S van der Pas, J Scott, A Chakraborty, A Bhattacharya, MS van der Pas | | 2022 |
Bayesian semiparametric long memory models for discretized event data A Chakraborty, O Ovaskainen, DB Dunson The annals of applied statistics 16 (3), 1380, 2022 | | 2022 |
Bayesian inference on high-dimensional multivariate binary data A Chakraborty, R Ou, DB Dunson arXiv preprint arXiv:2106.02127, 2021 | | 2021 |
Nearest neighbor Dirichlet process S Chattopadhyay, A Chakraborty, DB Dunson arXiv preprint arXiv:2003.07953, 2020 | | 2020 |
Package ‘intsurvbin’ A Maity, A Chakraborty, A Bhattacharya, R Carroll, BK Mallick, MA Maity | | 2019 |
Bayesian Shrinkage: Computation, Methods and Theory A Chakraborty | | 2018 |
horseshoe SL van der Pas, J Scott, A Chakraborty, A Bhattacharya | | 2016 |