134 citations · 478 across the 27 of their papers we have counts for
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math.ST2015★ 134 cited
Bayesian Variable Selection and Estimation for Group Lasso
Xiaofan Xu, Malay Ghosh
The paper revisits the Bayesian group lasso and uses spike and slab priors for group variable selection. In the process, the connection of our model with penalized regression is de…
math.ST2015
Bayesian Multiple Testing Under Sparsity for Polynomial-Tailed Distributions
Xueying Tang, Ke Li, Malay Ghosh
This paper considers Bayesian multiple testing under sparsity for polynomial-tailed distributions satisfying a monotone likelihood ratio property. Included in this class of distrib…