CRAN/E | higlasso

higlasso

Hierarchical Integrative Group LASSO

Installation

About

Environmental health studies are increasingly measuring multiple pollutants to characterize the joint health effects attributable to exposure mixtures. However, the underlying dose-response relationship between toxicants and health outcomes of interest may be highly nonlinear, with possible nonlinear interaction effects. Hierarchical integrative group least absolute shrinkage and selection operator (HiGLASSO), developed by Boss et al (2020) , is a general framework to identify noteworthy nonlinear main and interaction effects in the presence of group structures among a set of exposures.

Key Metrics

Version 0.9.0
R ≥ 3.5.0
Published 2020-05-25 1404 days ago
Needs compilation? yes
License GPL-3
CRAN checks higlasso results

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Maintainer

Maintainer

Alexander Rix

alexrix@umich.edu

Authors

Alexander Rix

aut / cre

Jonathan Boss

aut

Material

README
NEWS
Reference manual
Package source

Vignettes

Hierarchical Integrative Group LASSO

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

Depends

R ≥ 3.5.0

Imports

gcdnet
gglasso
purrr
splines
Rcpp

Suggests

knitr
rmarkdown
testthat

LinkingTo

Rcpp
RcppArmadillo