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) . Thwaites P. A., Smith, J. Q. (2017) . Barclay L. M., Hutton J. L. and Smith J. Q. (2013) . Smith J. Q. and Anderson P. E. (2008) .


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install.packages("stagedtrees")

2.0.1 by Gherardo Varando, a month ago


https://github.com/gherardovarando/stagedtrees


Report a bug at https://github.com/gherardovarando/stagedtrees/issues


Browse source code at https://github.com/cran/stagedtrees


Authors: Gherardo Varando [aut, cre] , Federico Carli [aut] , Manuele Leonelli [aut] , Eva Riccomagno [aut]


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports stats, graphics

Suggests testthat, bnlearn, covr, clue


See at CRAN