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Leonelli, Manuele

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Manuele
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Leonelli
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IE University
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IE School of Science & Technology
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Computer Science and AI
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Author: Carli, Federico × Start date: 2019 ×

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    The R Package stagedtrees for Structural Learning of Stratified Staged Trees
    (Stratified Staged Trees, 2022-04) Leonelli, Manuele; Carli, Federico; Riccomagno, Eva; Varando, Gherardo; https://ror.org/02jjdwm75
    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