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) . 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")

1.0.2 by Gherardo Varando, 7 months 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, methods

Suggests testthat, bnlearn, covr, clue


See at CRAN