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>.

Getting started

Package details

AuthorGherardo Varando [aut, cre] (<>), Federico Carli [aut], Manuele Leonelli [aut] (<>), Eva Riccomagno [aut]
MaintainerGherardo Varando <[email protected]>
LicenseMIT + file LICENSE
Package repositoryView on CRAN
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stagedtrees documentation built on March 31, 2020, 5:17 p.m.