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Posterior graph selection and estimation consistency for high-dimensional Bayesian DAG models

Cao, Xuan, Khare, Kshitij, and Ghosh, Malay
The Annals of Statistics Volume 47, Number 1 (February 2019), 319-348.

Journal article

High-Dimensional Posterior Consistency for Hierarchical Non-Local Priors in Regression

Cao, Xuan, Khare, Kshitij, and Ghosh, Malay
Bayesian Analysis Volume , (2018).

Journal article

Approaches to Improving Survey-Weighted Estimates

Chen, Qixuan, Elliott, Michael R., Haziza, David, Yang, Ye, Ghosh, Malay, Little, Roderick J. A., Sedransk, Joseph, and Thompson, Mary
Statistical Science Volume 32, Number 2 (May 2017), 227-248.

Journal article

Asymptotic Properties of Bayes Risk of a General Class of Shrinkage Priors in Multiple Hypothesis Testing Under Sparsity

Ghosh, Prasenjit, Tang, Xueying, Ghosh, Malay, and Chakrabarti, Arijit
Bayesian Analysis Volume 11, Number 3 (September 2016), 753-796.

Journal article

Higher-order properties of Bayesian empirical likelihood

Zhong, Xiaolong and Ghosh, Malay
Electronic Journal of Statistics Volume 10, Number 2 (2016), 3011-3044.

Journal article

Bayesian Variable Selection and Estimation for Group Lasso

Xu, Xiaofan and Ghosh, Malay
Bayesian Analysis Volume 10, Number 4 (December 2015), 909-936.

Journal article

Necessary and Sufficient Conditions for High-Dimensional Posterior Consistency under g-Priors

Sparks, Douglas K., Khare, Kshitij, and Ghosh, Malay
Bayesian Analysis Volume 10, Number 3 (September 2015), 627-664.

Journal article

High dimensional posterior convergence rates for decomposable graphical models

Xiang, Ruoxuan, Khare, Kshitij, and Ghosh, Malay
Electronic Journal of Statistics Volume 9, Number 2 (2015), 2828-2854.

Journal article

On Divergence Measures Leading to Jeffreys and Other Reference Priors

Liu, Ruitao, Chakrabarti, Arijit, Samanta, Tapas, Ghosh, Jayanta K., and Ghosh, Malay
Bayesian Analysis Volume 9, Number 2 (June 2014), 331-370.

Journal article

Bayesian semiparametric analysis for two-phase studies of gene-environment interaction

Ahn, Jaeil, Mukherjee, Bhramar, Gruber, Stephen B., and Ghosh, Malay
The Annals of Applied Statistics Volume 7, Number 1 (March 2013), 543-569.

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