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DESCRIPTION
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Package: MRFcov
Type: Package
Title: Markov Random Fields with Additional Covariates
Version: 1.0.39
Date/Publication: 2023-04-05
URL: https://github.com/nicholasjclark/MRFcov
Authors@R: c(
person("Nicholas J", "Clark", email = "[email protected]", role = c("aut", "cre")),
person("Konstans", "Wells", email = "[email protected]", role = "aut"),
person("Oscar", "Lindberg", email = "[email protected]", role = "aut"))
Maintainer: Nicholas J Clark <[email protected]>
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