Markov Random Fields with Additional Covariates [R package MRFcov version 1.0.39]

MRFcov: Markov Random Fields with Additional Covariates

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>.

Version: 1.0.39

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

Suggests: testthat, knitr, rmarkdown

Published: 2023年04月06日

DOI: 10.32614/CRAN.package.MRFcov

Author: Nicholas J Clark [aut, cre], Konstans Wells [aut], Oscar Lindberg [aut]

Maintainer: Nicholas J Clark <nicholas.j.clark1214 at gmail.com>

License: GPL-3

URL: https://github.com/nicholasjclark/MRFcov

NeedsCompilation: no

Citation: MRFcov citation info

Materials: NEWS

CRAN checks: MRFcov results

Documentation:

Reference manual: MRFcov.html , MRFcov.pdf

Vignettes: MRFs and CRFs for Bird.parasites data (source, R code)
Prepping datasets for CRF models (source, R code)
Gaussian and Poisson CRFs (source, R code)

Downloads:

Package source: MRFcov_1.0.39.tar.gz

Windows binaries: r-devel: MRFcov_1.0.39.zip, r-release: MRFcov_1.0.39.zip, r-oldrel: MRFcov_1.0.39.zip

macOS binaries: r-release (arm64): MRFcov_1.0.39.tgz, r-oldrel (arm64): MRFcov_1.0.39.tgz, r-release (x86_64): MRFcov_1.0.39.tgz, r-oldrel (x86_64): MRFcov_1.0.39.tgz

Old sources: MRFcov archive

Reverse dependencies:

Reverse suggests: mrIML

Linking:

Please use the canonical form https://CRAN.R-project.org/package=MRFcov to link to this page.