Package: MADMMplasso
Title: Multi Variate Multi Response ADMM with Interaction Effects
Version: 1.0.1
Authors@R: 
    c(
        person(
            given = "Theophilus Quachie", family = "Asenso",
            email = "t.q.asenso@medisin.uio.no",
            role = "aut"
        ),
        person(
            given = "Manuela", family = "Zucknick",
            email = "Manuela.zucknick@medisin.uio.no",
            role = "aut"
        ),
        person(
            given = "Waldir", family = "Leoncio",
            email = "w.l.netto@medisin.uio.no",
            role = c("aut", "cre"),
            comment = c(ORCID = "0000-0002-6719-6162")
        ),
        person(
            given = "Chi", family = "Zhang",
            email = "andreachizhang@yahoo.com",
            role = "aut"
        )
    )
Description: This system allows one to model a multi-variate,
        multi-response problem with interaction effects. It combines
        the usual squared error loss for the multi-response problem
        with some penalty terms to encourage responses that correlate
        to form groups and also allow for modeling main and interaction
        effects that exit within the covariates. The optimization
        method employed is the Alternating Direction Method of
        Multipliers (ADMM). The implementation is based on the
        methodology presented on Quachie Asenso, T., & Zucknick, M.
        (2023) <doi:10.48550/arXiv.2303.11155>.
Imports: Matrix, MASS, Rcpp, RcppArmadillo, foreach, doParallel, class,
        graphics, parallel, stats, spatstat.sparse, methods
LinkingTo: Rcpp, RcppArmadillo
Suggests: testthat (>= 3.0.0), lintr
License: GPL-3
Encoding: UTF-8
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.3.2
Config/testthat/edition: 3
Date: 2025-10-27
Language: en-GB
Repository: https://ocbe-uio.r-universe.dev
Date/Publication: 2025-10-27 13:54:33 UTC
RemoteUrl: https://github.com/ocbe-uio/MADMMplasso
RemoteRef: HEAD
RemoteSha: 1ccee8778ae7266896372ba2c080d0cadd8ed616
NeedsCompilation: yes
Packaged: 2026-05-25 08:02:21 UTC; root
Author: Theophilus Quachie Asenso [aut],
  Manuela Zucknick [aut],
  Waldir Leoncio [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-6719-6162>),
  Chi Zhang [aut]
Maintainer: Waldir Leoncio <w.l.netto@medisin.uio.no>