11 citations · 17 across the 6 of their papers we have counts for
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math.ST2018★ 11 cited
Empirical priors and coverage of posterior credible sets in a sparse normal mean model
Ryan Martin, Bo Ning
Bayesian methods provide a natural means for uncertainty quantification, that is, credible sets can be easily obtained from the posterior distribution. But is this uncertainty quan…
math.ST2018★ 4 cited
Bayesian Linear Regression for Multivariate Responses Under Group Sparsity
Bo Ning, Seonghyun Jeong, Subhashis Ghosal
We study frequentist properties of a Bayesian high-dimensional multivariate linear regression model with correlated responses. The predictors are separated into many groups and the…