Package: netReg
Type: Package
Title: Network-Regularized Regression Models
Version: 1.4.0
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
Packaged: 2018-05-01 01:25:19 UTC; biocbuild
Author: Simon Dirmeier [aut, cre]
Built: R 3.5.1; x86_64-pc-linux-gnu; 2018-10-29 20:41:21 UTC; unix
