Package: NetGreg
Type: Package
Title: Network-Guided Penalized Regression (NetGreg)
Version: 0.0.4
Authors@R: 
    c(person("Seungjun", "Ahn", email = "seungjun.ahn@mountsinai.org",
		 role = c("cre", "aut"),
	    comment = c(ORCID = "0000-0002-4816-8924")),
    person("Eun Jeong", "Oh", email = "eoh2@northwell.edu",
		 role = c("aut"),
	    comment = c(ORCID = "0000-0001-8949-6564")))
Description: A network-guided penalized regression framework that
        integrates network characteristics from Gaussian graphical
        models with partial penalization, accounting for both network
        structure (hubs and non-hubs) and clinical covariates in
        high-dimensional omics data, including transcriptomics and
        proteomics. The full methodological details can be found in our
        publication by Ahn S and Oh EJ (2026)
        <doi:10.1093/bioadv/vbag038>.
License: GPL-3
Encoding: UTF-8
RoxygenNote: 7.3.2
Depends: R (>= 3.5.0)
Imports: huge, glmnet, dplyr, stats, plsgenomics
Suggests: knitr, rmarkdown, testthat (>= 3.0.0)
NeedsCompilation: no
Packaged: 2026-07-05 01:43:55 UTC; root
Author: Seungjun Ahn [cre, aut] (ORCID:
        <https://orcid.org/0000-0002-4816-8924>), Eun Jeong Oh [aut]
        (ORCID: <https://orcid.org/0000-0001-8949-6564>)
Maintainer: Seungjun Ahn <seungjun.ahn@mountsinai.org>
Repository: https://cran.r-universe.dev
Date/Publication: 2026-02-27 08:30:29 UTC
RemoteUrl: https://github.com/cran/NetGreg
RemoteRef: HEAD
RemoteSha: 000a9b00443d551cbe98646f668f0028584dc274