Package: netReg
Type: Package
Title: Network-Regularized Regression Models
Version: 1.8.0
Date: 2018-04-28
Authors@R: person("Simon", "Dirmeier",
                    email = "simon.dirmeier@web.de", role = c("aut", "cre"))
Maintainer: Simon Dirmeier <simon.dirmeier@web.de>
Description: netReg fits linear regression models using network-penalization.
    Graph prior knowledge, in the form of biological networks, is being
    incorporated into the loss function of the linear model. 
    The networks describe
    biological relationships such as co-regulation or dependency of the same
    transcription factors/metabolites/etc. yielding a part sparse and part
    smooth solution for coefficient profiles.
URL: https://github.com/dirmeier/netReg
BugReports: https://github.com/dirmeier/netReg/issues
Depends: R(>= 3.4)
biocViews: Software, StatisticalMethod, Regression, FeatureExtraction,
        Network, GraphAndNetwork
License: GPL-3 | BSL-1.0 + file LICENSE
Encoding: UTF-8
Suggests: testthat, knitr, rmarkdown, BiocStyle, lintr, lassoshooting
VignetteBuilder: knitr
RoxygenNote: 6.0.1
SystemRequirements: C++11
LinkingTo: Rcpp, RcppArmadillo
Imports: Rcpp, stats
NeedsCompilation: yes
git_url: https://git.bioconductor.org/packages/netReg
git_branch: RELEASE_3_9
git_last_commit: 03e580f
git_last_commit_date: 2019-05-02
Date/Publication: 2019-05-02
Packaged: 2019-05-03 02:31:15 UTC; biocbuild
Author: Simon Dirmeier [aut, cre]
Built: R 3.6.1; x86_64-conda_cos6-linux-gnu; 2019-07-15 22:56:07 UTC; unix
