CRAN/E | MRFcov

MRFcov

Markov Random Fields with Additional Covariates

Installation

About

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.

Citation MRFcov citation info
github.com/nicholasjclark/MRFcov

Key Metrics

Version 1.0.39
R ≥ 3.3.3
Published 2023-04-06 380 days ago
Needs compilation? no
License GPL-3
CRAN checks MRFcov results

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Maintainer

Maintainer

Nicholas J Clark

nicholas.j.clark1214@gmail.com

Authors

Nicholas J Clark

aut / cre

Konstans Wells

aut

Oscar Lindberg

aut

Material

NEWS
Reference manual
Package source

Vignettes

MRFs and CRFs for Bird.parasites data
Prepping datasets for CRF models
Gaussian and Poisson CRFs

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

MRFcov archive

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