stagedtrees: Staged Event Trees
Creates and fits staged event tree probability models, which are probabilistic graphical models capable of representing asymmetric conditional independence statements for categorical variables. Includes functions to create, plot and fit staged event trees from data, as well as many efficient structure learning algorithms. 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: | 2.2.1 |
| Imports: | stats, graphics |
| Suggests: | testthat, bnlearn, covr, clue, igraph |
| Published: | 2022-04-28 |
| 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 |
| Citation: | stagedtrees citation info |
| Materials: | README NEWS |
| CRAN checks: | stagedtrees results |
Documentation:
| Reference manual: | stagedtrees.pdf |
Downloads:
| Package source: | stagedtrees_2.2.1.tar.gz |
| Windows binaries: | r-devel: stagedtrees_2.2.1.zip, r-release: stagedtrees_2.2.1.zip, r-oldrel: stagedtrees_2.2.1.zip |
| macOS binaries: | r-release (arm64): stagedtrees_2.2.1.tgz, r-oldrel (arm64): stagedtrees_2.2.1.tgz, r-release (x86_64): stagedtrees_2.2.1.tgz, r-oldrel (x86_64): stagedtrees_2.2.1.tgz |
| Old sources: | stagedtrees archive |
Linking:
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