85 citations · 158 across the 15 of their papers we have counts for
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stat.ME2021★ 11 cited
A synthetic data integration framework to leverage external summary-level information from heterogeneous populations
Tian Gu, Jeremy M. G. Taylor, Bhramar Mukherjee
There is a growing need for flexible general frameworks that integrate individual-level data with external summary information for improved statistical inference. External informat…
stat.ME2021★ 11 cited
Group Inverse-Gamma Gamma Shrinkage for Sparse Regression with Block-Correlated Predictors
Jonathan Boss, Jyotishka Datta, Xin Wang +3
Heavy-tailed continuous shrinkage priors, such as the horseshoe prior, are widely used for sparse estimation problems. However, there is limited work extending these priors to pred…