54 citations · 170 across the 45 of their papers we have counts for
Showing 2016 · stat.MEShow all
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stat.ME2016
Bayesian sparse multiple regression for simultaneous rank reduction and variable selection
Antik Chakraborty, Anirban Bhattacharya, Bani K. Mallick
We develop a Bayesian methodology aimed at simultaneously estimating low-rank and row-sparse matrices in a high-dimensional multiple-response linear regression model. We consider a…
stat.ME2016★ 2 cited
Quantile Graphical Models: Bayesian Approaches
Nilabja Guha, Veera Baladandayuthapani, Bani K. Mallick
Graphical models are ubiquitous tools to describe the interdependence between variables measured simultaneously such as large-scale gene or protein expression data. Gaussian graphi…