prioritylasso: Analyzing Multiple Omics Data with an Offset Approach

Fits successive Lasso models for several blocks of (omics) data with different priorities and takes the predicted values as an offset for the next block. Also offers options to deal with block-wise missingness in multi-omics data.

Package details

AuthorSimon Klau, Roman Hornung, Alina Bauer, Jonas Hagenberg
MaintainerRoman Hornung <hornung@ibe.med.uni-muenchen.de>
LicenseGPL-2
Version0.3.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("prioritylasso")

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prioritylasso documentation built on April 11, 2023, 6:02 p.m.