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: | 1.0.2 |
Imports: | stats, graphics, methods |
Suggests: | testthat, bnlearn, covr, clue |
Published: | 2020-03-30 |
Author: | Gherardo Varando [aut, cre], Federico Carli [aut], Manuele Leonelli [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 |
Reference manual: | stagedtrees.pdf |
Package source: | stagedtrees_1.0.2.tar.gz |
Windows binaries: | r-devel: stagedtrees_1.0.2.zip, r-release: stagedtrees_1.0.2.zip, r-oldrel: stagedtrees_1.0.2.zip |
macOS binaries: | r-release: stagedtrees_1.0.2.tgz, r-oldrel: stagedtrees_1.0.2.tgz |
Old sources: | stagedtrees archive |
Please use the canonical form https://CRAN.R-project.org/package=stagedtrees to link to this page.