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Bayesian linear regression for multivariate responses under group sparsity

Ning, Bo, Jeong, Seonghyun, and Ghosal, Subhashis
Bernoulli Volume 26, Number 3 (August 2020), 2353-2382.

Journal article

Bayesian Inference in Nonparanormal Graphical Models

Mulgrave, Jami J. and Ghosal, Subhashis
Bayesian Analysis Volume 15, Number 2 (June 2020), 449-475.

Journal article

High Dimensional Single-Index Bayesian Modeling of Brain Atrophy

Roy, Arkaprava, Ghosal, Subhashis, and Choudhury, Kingshuk Roy
Bayesian Analysis Volume , (2020).

Journal article

Posterior contraction and credible sets for filaments of regression functions

Li, Wei and Ghosal, Subhashis
Electronic Journal of Statistics Volume 14, Number 1 (2020), 1707-1743.

Journal article

Bayesian modeling of the structural connectome for studying Alzheimer’s disease

Roy, Arkaprava, Ghosal, Subhashis, Prescott, Jeffrey, and Roy Choudhury, Kingshuk
Annals of Applied Statistics Volume 13, Number 3 (September 2019), 1791-1816.

Journal article

Bayesian mode and maximum estimation and accelerated rates of contraction

Yoo, William Weimin and Ghosal, Subhashis
Bernoulli Volume 25, Number 3 (August 2019), 2330-2358.

Journal article

Bayesian Method for Causal Inference in Spatially-Correlated Multivariate Time Series

Ning, Bo, Ghosal, Subhashis, and Thomas, Jewell
Bayesian Analysis Volume 14, Number 1 (March 2019), 1-28.

Journal article

Bayesian classification of multiclass functional data

Li, Xiuqi and Ghosal, Subhashis
Electronic Journal of Statistics Volume 12, Number 2 (2018), 4669-4696.

Journal article

Efficient Bayesian estimation and uncertainty quantification in ordinary differential equation models

Bhaumik, Prithwish and Ghosal, Subhashis
Bernoulli Volume 23, Number 4B (November 2017), 3537-3570.

Journal article

Bayesian detection of image boundaries

Li, Meng and Ghosal, Subhashis
Annals of Statistics Volume 45, Number 5 (October 2017), 2190-2217.

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