文章基本信息

标题：The R Package stagedtrees for Structural Learning of Stratified Staged Trees
本地全文：下载
作者：Federico Carli ; Manuele Leonelli ; Eva Riccomagno 等
期刊名称：Journal of Statistical Software
印刷版ISSN：1548-7660
电子版ISSN：1548-7660
出版年度：2022
卷号：102
页码：1-30
DOI：10.18637/jss.v102.i06
语种：English
出版社：University of California, Los Angeles
摘要：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.