graper

Adaptive penalization in high-dimensional regression and classification with external covariates using variational Bayes

Bioconductor version: 3.24 · Package version: 1.29.0

This package enables regression and classification on high-dimensional data with different relative strengths of penalization for different feature groups, such as different assays or omic types. The optimal relative strengths are chosen adaptively. Optimisation is performed using a variational Bayes approach.

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("graper")