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.
Version: | 0.4.0 |
Depends: | R (≥ 3.5.0) |
Imports: | Rcpp (≥ 1.0.1), dplyr (≥ 0.8.1), reshape2, tidyr, methods, ggplot2, Rdpack |
LinkingTo: | Rcpp, RcppArmadillo |
Suggests: | testthat (≥ 2.1.0), covr, knitr, rmarkdown, glue |
Published: | 2020-06-30 |
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, https://arxiv.org/abs/2006.00383 |
NeedsCompilation: | yes |
Citation: | mrf2d citation info |
Materials: | README NEWS |
CRAN checks: | mrf2d results |
Reference manual: | mrf2d.pdf |
Vignettes: |
Parameter restriction families in mrf2d |
Package source: | mrf2d_0.4.0.tar.gz |
Windows binaries: | r-devel: mrf2d_0.4.0.zip, r-release: mrf2d_0.4.0.zip, r-oldrel: mrf2d_0.4.0.zip |
macOS binaries: | r-release: mrf2d_0.4.0.tgz, r-oldrel: mrf2d_0.4.0.tgz |
Old sources: | mrf2d archive |
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