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stagedtrees

Staged Event Trees

v2.3.0 · Feb 14, 2024 · MIT + file LICENSE

Description

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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Maintainer: ‘Gherardo Varando <gherardo.varando@gmail.com>’

The Description field contains
  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.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Gherardo Varando <gherardo.varando@gmail.com>’

The Description field contains
  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.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Gherardo Varando <gherardo.varando@gmail.com>’

The Description field contains
  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.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Gherardo Varando <gherardo.varando@gmail.com>’

The Description field contains
  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.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies cli rlang matrixStats stagedtrees

Version History

new 2.3.0 Mar 9, 2026