stagedtrees: Staged Event Trees

Creates and fits staged event tree probability models. Staged event trees are probabilistic graphical models capable of representing asymmetric conditional independence statements among categorical variables. This package contains functions to create, plot and fit staged event trees from data, moreover different structure learning algorithms are available. References: Collazo R. A., Görgen C. and Smith J. Q. (2018, ISBN:9781498729604). Görgen C., Bigatti A., Riccomagno E. and Smith J. Q. (2018) <arXiv:1705.09457>. Thwaites P. A., Smith, J. Q. (2017) <arXiv:1510.00186>. Barclay L. M., Hutton J. L. and Smith J. Q. (2013) <doi:10.1016/j.ijar.2013.05.006>. Smith J. Q. and Anderson P. E. (2008) <doi:10.1016/j.artint.2007.05.004>.

Version: 1.0.0
Imports: stats, graphics, methods
Suggests: testthat, bnlearn, covr, clue
Published: 2019-09-27
Author: Gherardo Varando ORCID iD [aut, cre], Federico Carli [aut], Manuele Leonelli ORCID iD [aut], Eva Riccomagno [aut]
Maintainer: Gherardo Varando <gherardo.varando at gmail.com>
BugReports: https://github.com/gherardovarando/stagedtrees/issues
License: MIT + file LICENSE
URL: https://github.com/gherardovarando/stagedtrees
NeedsCompilation: no
Materials: README NEWS
CRAN checks: stagedtrees results

Downloads:

Reference manual: stagedtrees.pdf
Package source: stagedtrees_1.0.0.tar.gz
Windows binaries: r-devel: stagedtrees_1.0.0.zip, r-devel-gcc8: stagedtrees_1.0.0.zip, r-release: stagedtrees_1.0.0.zip, r-oldrel: stagedtrees_1.0.0.zip
OS X binaries: r-release: stagedtrees_1.0.0.tgz, r-oldrel: stagedtrees_1.0.0.tgz

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