hruffieux/locus: Large-scale variational inference for Bayesian variable selection in multiple-response regression

Variational inference for sparse multivariate regression models that allow combined selection of responses and associated predictos in high-dimensional set-ups (H. Ruffieux, A. C. Davison, J. Hager and I. Irincheeva, Efficient inference for genetic association studies with multiple outcomes, *Biostatistics*, 18:618:636, 2017, doi: 10.1093/biostatistics/kxx007). This software has been used with genetic data from molecular quantitative trait locus (QTL) problems with over 500K single nucleotide polymorphisms (SNPs), thousands of molecular expression levels and thousands of individuals.

Getting started

Package details

Maintainer
LicenseGPL (>= 2) | file LICENSE
Version0.6.3
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("hruffieux/locus")
hruffieux/locus documentation built on Oct. 22, 2018, 6:54 a.m.