bgsmtr: Bayesian Group Sparse Multi-Task Regression
Version 0.1

Fits a Bayesian group-sparse multi-task regression model using Gibbs sampling. The hierarchical prior encourages shrinkage of the estimated regression coefficients at both the gene and SNP level. The model has been applied successfully to imaging phenotypes of dimension up to 100; it can be used more generally for multivariate (non-imaging) phenotypes.

Getting started

Package details

AuthorFarouk S. Nathoo, Keelin Greenlaw, Mary Lesperance
Date of publication2016-10-04 17:49:35
MaintainerFarouk S. Nathoo <[email protected]>
Package repositoryView on CRAN
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bgsmtr documentation built on May 30, 2017, 2:50 a.m.