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:
Carli F, Leonelli M, Riccomagno E, Varando G (2022).
<doi:10.18637/jss.v102.i06>.
Collazo R. A., Görgen C. and Smith J. Q.
(2018, ISBN:9781498729604).
Görgen C., Bigatti A., Riccomagno E. and Smith J. Q. (2018)
<doi:10.48550/arXiv.1705.09457>.
Thwaites P. A., Smith, J. Q. (2017) <doi:10.48550/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: |
2.3.0 |
| Depends: |
R (≥ 2.10) |
| Imports: |
stats, graphics, cli, rlang, matrixStats |
| Suggests: |
testthat (≥ 3.0.0), bnlearn, covr, clue, igraph |
| Published: |
2024-02-14 |
| DOI: |
10.32614/CRAN.package.stagedtrees |
| 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/stagedtrees/stagedtrees/issues |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/stagedtrees/stagedtrees |
| NeedsCompilation: |
no |
| Citation: |
stagedtrees citation info |
| Materials: |
README, NEWS |
| CRAN checks: |
stagedtrees results |
Documentation:
Downloads:
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