10 citations · 16 across the 3 of their papers we have counts for
3 papers
stat.ME2019★ 5 cited
Joint Mean-Covariance Estimation via the Horseshoe with an Application in Genomic Data Analysis
Yunfan Li, Jyotishka Datta, Bruce A. Craig +1
Seemingly unrelated regression is a natural framework for regressing multiple correlated responses on multiple predictors. The model is very flexible, with multiple linear regressi…
stat.ME2018★ 1 cited
Bayesian monotonic errors-in-variables models with applications to pathogen susceptibility testing
Glen DePalma, Bruce A. Craig
Drug dilution (MIC) and disk diffusion (DIA) are the two most common antimicrobial susceptibility assays used by hospitals and clinics to determine an unknown pathogen's susceptibi…
stat.ME2017★ 10 cited
The Graphical Horseshoe Estimator for Inverse Covariance Matrices
Yunfan Li, Bruce A. Craig, Anindya Bhadra
We develop a new estimator of the inverse covariance matrix for high-dimensional multivariate normal data using the horseshoe prior. The proposed graphical horseshoe estimator has…