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Package: biglasso
Title: Extending Lasso Model Fitting to Big Data
Version: 1.6.1.4
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"))
)
Description: Extend lasso and elastic-net model fitting for large 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 with limited RAM
<doi:10.32614/RJ-2021-001>.
License: GPL-3
URL: https://pbreheny.github.io/biglasso/, https://github.com/pbreheny/biglasso
BugReports: https://github.com/pbreheny/biglasso/issues
Depends: R (>= 3.2.0), bigmemory (>= 4.5.0), Matrix, ncvreg
Imports: Rcpp (>= 0.12.1), methods
Suggests:
glmnet,
knitr,
parallel,
rmarkdown,
survival,
tinytest
LinkingTo: Rcpp, RcppArmadillo (>= 0.8.600), bigmemory, BH
VignetteBuilder: knitr
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
Config/roxygen2/version: 8.0.0