The R Package stagedtrees for Structural Learning of Stratified Staged Trees

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 per-form inference. The capabilities of stagedtrees are illustrated using mainly two datasets both included in the package or bundled in R.