Package: MRFcov
Type: Package
Title: Markov Random Fields with Additional Covariates
Version: 1.0.39
URL: https://github.com/nicholasjclark/MRFcov
Authors@R: c(
    person("Nicholas J", "Clark", email = "nicholas.j.clark1214@gmail.com", role = c("aut", "cre")),
    person("Konstans", "Wells", email = "konswells@gmail.com", role = "aut"),
    person("Oscar", "Lindberg", email = "o.lindberg@gmail.com", role = "aut"))
Maintainer: Nicholas J Clark <nicholas.j.clark1214@gmail.com>
Description: Approximate node interaction parameters of Markov Random
        Fields graphical networks. Models can incorporate additional
        covariates, allowing users to estimate how interactions between
        nodes in the graph are predicted to change across covariate
        gradients. The general methods implemented in this package are
        described in Clark et al. (2018) <doi:10.1002/ecy.2221>.
Depends: R (>= 3.3.3), glmnet
Imports: purrr, parallel, plyr, ggplot2, dplyr, caret, gridExtra,
        magrittr, Matrix, stats, utils, reshape2, sfsmisc, igraph,
        grDevices, pbapply, mgcv, MASS
License: GPL-3
Encoding: UTF-8
RoxygenNote: 7.2.1
LazyData: true
Suggests: testthat, knitr, rmarkdown
VignetteBuilder: knitr
Config/pak/sysreqs: libglpk-dev libicu-dev libxml2-dev
Repository: https://nicholasjclark.r-universe.dev
Date/Publication: 2024-03-27 02:28:25 UTC
RemoteUrl: https://github.com/nicholasjclark/mrfcov
RemoteRef: HEAD
RemoteSha: 91d77124c07a7572c292d114a6ed2deca314596c
NeedsCompilation: no
Packaged: 2026-07-04 23:48:56 UTC; root
Author: Nicholas J Clark [aut, cre],
  Konstans Wells [aut],
  Oscar Lindberg [aut]