stagedtrees
swMATH32870CRANstagedtreesMaRDI QIDQ44581
Staged Event Trees
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Last update: 14 February 2024
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Software version identifier: 2.2.1, 1.0.0, 1.0.1, 1.0.2, 2.0.0, 2.0.1, 2.1.0, 2.2.0, 2.2.1, 2.3.0
Source code repository: https://github.com/cran/stagedtrees
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) <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>.
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