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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2.2.0 by Gherardo Varando, 5 months ago

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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, igraph

See at CRAN