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…
stat.ME2018★ 1 cited
Bayesian method for causal inference in spatially-correlated multivariate time series
Bo Ning, Subhashis Ghosal, Jewell Thomas
Measuring the causal impact of an advertising campaign on sales is an essential task for advertising companies. Challenges arise when companies run advertising campaigns in multipl…