Other packages > Find by keyword >

stagedtrees  

Staged Event Trees
View on CRAN: Click here


Download and install stagedtrees package within the R console
Install from CRAN:
install.packages("stagedtrees")

Install from Github:
library("remotes")
install_github("cran/stagedtrees")

Install by package version:
library("remotes")
install_version("stagedtrees", "2.3.0")



Attach the package and use:
library("stagedtrees")
Maintained by
Gherardo Varando
[Scholar Profile | Author Map]
First Published: 2019-09-27
Latest Update: 2024-02-14
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) <doi:10.48550/arXiv.1705.09457>. Thwaites P. A., Smith, J. Q. (2017) <doi:10.48550/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>.
How to cite:
Gherardo Varando (2019). stagedtrees: Staged Event Trees. R package version 2.3.0, https://cran.r-project.org/web/packages/stagedtrees. Accessed 21 Apr. 2025.
Previous versions and publish date:
1.0.0 (2019-09-27 11:00), 1.0.1 (2020-01-12 16:40), 1.0.2 (2020-03-30 20:20), 2.0.0 (2020-10-29 08:40), 2.0.1 (2020-12-08 11:20), 2.1.0 (2021-04-22 16:50), 2.2.0 (2021-06-21 18:00), 2.2.1 (2022-04-29 01:10)
Other packages that cited stagedtrees R package
View stagedtrees citation profile
Other R packages that stagedtrees depends, imports, suggests or enhances
Complete documentation for stagedtrees
Functions, R codes and Examples using the stagedtrees R package
Some associated functions: Asym . PhDArticles . Pokemon . as_adj_matrix . as_bn . as_parentslist . as_sevt . barplot.sevt . ceg . ceg2adjmat . check_sevt . check_sevt_prob . cid . compare_stages . confint.sevt . distance_mat_stages . edge . expand_prob . find_stage . full_indep . generate_linear_dataset . generate_random_dataset . generate_xor_dataset . get_stage . has_ctables . has_prob . inclusions_stages . is_fitted_sevt . join_stages . join_unobserved . logLik.sevt . lr_test . make_ctables . new_label . node . noisy_xor . path_probability . plot.ceg . plot.sevt . predict.sevt . print.parentslist . print.sevt . prob . probdist . rename_stage . sample_from . search_best . search_greedy . set_stage . sevt . sevt_add . sevt_df . sevt_fit . sevt_nvar . sevt_varnames . simple_clustering . split_stage_random . stagedtrees . stages . stages_bhc . stages_bhcr . stages_bj . stages_fbhc . stages_hc . stages_hclust . stages_kmeans . stndnaming . subtree . summary.sevt . text.sevt . tree_idx . uni_idx . which_class . 
Some associated R codes: 0-util-functions.R . 1-base-model-function.R . 10-comparison-functions.R . 1b-base-model-function.R . 2-plot-functions.R . 3-inference-functions.R . 4-model-selection.R . 5-classifier-model-functions.R . 6-sampling-functions.R . 7-ceg-functions.R . 8-conversion-functions.R . 9-search-order.R . data-doc.R . stagedtrees.R .  Full stagedtrees package functions and examples
Downloads during the last 30 days
03/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/20Downloads for stagedtrees02468101214161820TrendBars

Today's Hot Picks in Authors and Packages

discretecdAlgorithm  
Coordinate-Descent Algorithm for Learning Sparse Discrete Bayesian Networks
Structure learning of Bayesian network using coordinate-descent algorithm. This algorithm is design ...
Download / Learn more Package Citations See dependency  
HellCor  
The Hellinger Correlation
Empirical value of the Hellinger correlation, a measure of dependence between two continuous random ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
bssn  
Birnbaum-Saunders Model
It provides the density, distribution function, quantile function, random number generator, reliabil ...
Download / Learn more Package Citations See dependency  
bigsparser  
Sparse Matrix Format with Data on Disk
Provide a sparse matrix format with data stored on disk, to be used in both R and C++. This is inte ...
Download / Learn more Package Citations See dependency  

24,098

R Packages

207,311

Dependencies

65,069

Author Associations

24,099

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA