Package: prioritylasso
Type: Package
Title: Analyzing Multiple Omics Data with an Offset Approach
Version: 0.3.2
Author: Simon Klau, Roman Hornung, Alina Bauer, Jonas Hagenberg
Maintainer: Roman Hornung <hornung@ibe.med.uni-muenchen.de>
Description: Priority-LASSO (Klau et al., 2018) 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. Reference: Klau, S.,
        Jurinovic, V., Hornung, R., Herold, T., Boulesteix, A.-L.
        (2018) Priority-Lasso: a simple hierarchical approach to the
        prediction of clinical outcome using multi-omics data. BMC
        Bioinformatics 19:322, <doi:10.1186/s12859-018-2344-6>.
Depends: R (>= 3.5.0)
License: GPL-2
LazyData: TRUE
Imports: survival, glmnet, utils, checkmate
RoxygenNote: 7.2.3
Encoding: UTF-8
Suggests: testthat, knitr, rmarkdown, pROC, bookdown, ipflasso, rlang
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2026-07-03 21:37:35 UTC; root
Repository: https://romanhornung.r-universe.dev
Date/Publication: 2023-04-12 06:29:34 UTC
RemoteUrl: https://github.com/romanhornung/prioritylasso
RemoteRef: HEAD
RemoteSha: d76312e6cb1c8156c61ffdc0b049762fa800c002