CRAN/E | prioritylasso

prioritylasso

Analyzing Multiple Omics Data with an Offset Approach

Installation

About

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.

Key Metrics

Version 0.3.1
R ≥ 3.5.0
Published 2023-04-10 381 days ago
Needs compilation? no
License GPL-2
CRAN checks prioritylasso results

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Maintainer

Maintainer

Roman Hornung

hornung@ibe.med.uni-muenchen.de

Authors

Simon Klau
Roman Hornung
Alina Bauer
Jonas Hagenberg

Material

README
NEWS
Reference manual
Package source

In Views

Omics

Vignettes

How prioritylasso handles blockwise missing data
prioritylasso Vignette

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

prioritylasso archive

Depends

R ≥ 3.5.0

Imports

survival
glmnet
utils
checkmate

Suggests

testthat
knitr
rmarkdown
pROC
bookdown
ipflasso