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.

Version: 0.3.1
Depends: R (≥ 3.5.0)
Imports: survival, glmnet, utils, checkmate
Suggests: testthat, knitr, rmarkdown, pROC, bookdown, ipflasso
Published: 2023-04-10
DOI: 10.32614/CRAN.package.prioritylasso
Author: Simon Klau, Roman Hornung, Alina Bauer, Jonas Hagenberg
Maintainer: Roman Hornung <hornung at>
License: GPL-2
NeedsCompilation: no
Materials: README NEWS
In views: Omics
CRAN checks: prioritylasso results


Reference manual: prioritylasso.pdf
Vignettes: How prioritylasso handles blockwise missing data
prioritylasso Vignette


Package source: prioritylasso_0.3.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): prioritylasso_0.3.1.tgz, r-oldrel (arm64): prioritylasso_0.3.1.tgz, r-release (x86_64): prioritylasso_0.3.1.tgz, r-oldrel (x86_64): prioritylasso_0.3.1.tgz
Old sources: prioritylasso archive


Please use the canonical form to link to this page.