hruffieux/locus: Large-Scale Variational Inference for Combined Selection of Covariate and Response Variables in Regression Models

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.

install.packages("remotes")
remotes::install_github("hruffieux/locus")