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Model fitting, sampling and visualization for the (Hidden) Markov Random Field model with pairwise interactions and general interaction structure from Freguglia, Garcia & Bicas (2020) <doi:10.1002/env.2613>, which has many popular models used in 2-dimensional lattices as particular cases, like the Ising Model and Potts Model. A complete manuscript describing the package is available in Freguglia & Garcia (2022) <doi:10.18637/jss.v101.i08>.
Version: | 1.0 |
Depends: | R (≥ 3.5.0) |
Imports: | Rcpp (≥ 1.0.1), dplyr (≥ 0.8.1), tidyr, methods, ggplot2, Rdpack |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | testthat (≥ 2.1.0), covr, knitr, rmarkdown, glue |
Published: | 2022-01-25 |
DOI: | 10.32614/CRAN.package.mrf2d |
Author: | Victor Freguglia |
Maintainer: | Victor Freguglia <victorfreguglia at gmail.com> |
BugReports: | https://github.com/Freguglia/mrf2d/issues |
License: | GPL-3 |
URL: | https://github.com/Freguglia/mrf2d |
NeedsCompilation: | yes |
Citation: | mrf2d citation info |
Materials: | README NEWS |
CRAN checks: | mrf2d results |
Reference manual: | mrf2d.pdf |
Vignettes: |
Parameter restriction families in mrf2d Working with 3d lattices in mrf2d |
Package source: | mrf2d_1.0.tar.gz |
Windows binaries: | r-devel: mrf2d_1.0.zip, r-release: mrf2d_1.0.zip, r-oldrel: mrf2d_1.0.zip |
macOS binaries: | r-release (arm64): mrf2d_1.0.tgz, r-oldrel (arm64): mrf2d_1.0.tgz, r-release (x86_64): mrf2d_1.0.tgz, r-oldrel (x86_64): mrf2d_1.0.tgz |
Old sources: | mrf2d archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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