hruffieux/locus: Large-scale variational inference for combined selection of covariate and response variables in regression models
Version 0.6.3

Variational inference for sparse multivariate regression models that allow combined selection of covariates and associated responses in high-dimensional set-ups (Helene Ruffieux, Anthony C. Davison, Jorg Hager, Irina Irincheeva, 2017, Biostatistics). 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 hundreds 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 Aug. 9, 2017, 6:35 a.m.