DESCRIPTION

Package: biglasso
Version: 1.6.0
Date: 2024-04-21
Title: Extending Lasso Model Fitting to Big Data
Authors@R: c(
    person("Yaohui", "Zeng", role = c("aut")),
    person("Chuyi", "Wang", role = c("aut")),
    person("Tabitha", "Peter", role = c("aut")),
    person("Patrick", "Breheny", role=c("aut","cre"),
      email="patrick-breheny@uiowa.edu", comment=c(ORCID="0000-0002-0650-1119")))
Maintainer: Patrick Breheny <patrick-breheny@uiowa.edu>
Description: Extend lasso and elastic-net model fitting for ultra
    high-dimensional, multi-gigabyte data sets that cannot be loaded into
    memory. Designed to be more memory- and computation-efficient than existing
    lasso-fitting packages like 'glmnet' and 'ncvreg', thus allowing
    the user to analyze big data analysis even on an ordinary laptop.
License: GPL-3
URL: https://pbreheny.github.io/biglasso/index.html, https://github.com/pbreheny/biglasso, https://arxiv.org/abs/1701.05936
BugReports: https://github.com/pbreheny/biglasso/issues
Depends: R (>= 3.2.0), bigmemory (>= 4.5.0), Matrix, ncvreg
Imports: Rcpp (>= 0.12.1), methods
LinkingTo: Rcpp, RcppArmadillo (>= 0.8.600), bigmemory, BH
VignetteBuilder: knitr
Suggests: 
    parallel,
    testthat,
    glmnet,
    survival,
    knitr,
    rmarkdown
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.1
Encoding: UTF-8