134 citations · 478 across the 27 of their papers we have counts for
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stat.ME2016★ 6 cited
Posterior Graph Selection and Estimation Consistency for High-dimensional Bayesian DAG Models
Xuan Cao, Kshitij Khare, Malay Ghosh
Covariance estimation and selection for high-dimensional multivariate datasets is a fundamental problem in modern statistics. Gaussian directed acyclic graph (DAG) models are a pop…
stat.ME2016★ 4 cited
Bayesian Variable Selection and Estimation Based on Global-Local Shrinkage Priors
Xueying Tang, Xiaofan Xu, Malay Ghosh +1
In this paper, we consider Bayesian variable selection problem of linear regression model with global-local shrinkage priors on the regression coefficients. We propose a variable s…