The R Package stagedtrees for Structural Learning of Stratified Staged Trees
Methodology
2020-11-03 v2 Computation
Machine Learning
Abstract
stagedtrees is an R package which includes several algorithms for learning the structure of staged trees and chain event graphs from data. Score-based and clustering-based algorithms are implemented, as well as various functionalities to plot the models and perform inference. The capabilities of stagedtrees are illustrated using mainly two datasets both included in the package or bundled in R.
Keywords
Cite
@article{arxiv.2004.06459,
title = {The R Package stagedtrees for Structural Learning of Stratified Staged Trees},
author = {Federico Carli and Manuele Leonelli and Eva Riccomagno and Gherardo Varando},
journal= {arXiv preprint arXiv:2004.06459},
year = {2020}
}
Comments
27 pages, 13 figures