Package: higlasso
Title: Hierarchical Integrative Group LASSO
Version: 0.9.0
Authors@R: 
    c(
        person(given = "Alexander",
               family = "Rix",
               role = c("aut", "cre"),
               email = "alexrix@umich.edu"),
        person(given = "Jonathan",
               family = "Boss",
               role = c("aut"),
               email = "bossjona@umich.edu")
    )
Description: 
    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)
    <arXiv:2003.12844>, is a general framework to identify noteworthy nonlinear 
    main and interaction effects in the presence of group structures among a set
    of exposures.
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.1.0
Depends: R (>= 3.5.0)
Imports: gcdnet, gglasso, purrr, splines, Rcpp
LinkingTo: Rcpp, RcppArmadillo
Suggests: knitr, rmarkdown, testthat
VignetteBuilder: knitr
NeedsCompilation: yes
Packaged: 2020-05-15 03:12:43 UTC; alex
Author: Alexander Rix [aut, cre],
  Jonathan Boss [aut]
Maintainer: Alexander Rix <alexrix@umich.edu>
Repository: CRAN
Date/Publication: 2020-05-25 17:40:03 UTC
Built: R 4.2.0; x86_64-apple-darwin17.0; 2022-04-26 16:24:41 UTC; unix
Archs: higlasso.so.dSYM
