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The R Package stagedtrees for Structural Learning of Stratified Staged Trees

2020-04-14Code Available0· sign in to hype

Federico Carli, Manuele Leonelli, Eva Riccomagno, Gherardo Varando

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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.

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