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The R Package stagedtrees for Structural Learning of Stratified Staged Trees

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The R Package stagedtrees for Structural Learning of Stratified Staged Trees.pdf (679.24 KB)
Date
2022-04
Authors
Leonelli, Manuele
Carli, Federico
Riccomagno, Eva
Varando, Gherardo
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Stratified Staged Trees
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https://hdl.handle.net/20.500.14417/3679
DOI
https://doi.org/10.18637/jss.v102.i06
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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Attribution 4.0 International
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IE School of Science & Technology
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Carli, F., Leonelli, M., Riccomagno, E., & Varando, G. (2022). The R Package stagedtrees for Structural Learning of Stratified Staged Trees. Journal of Statistical Software, 102(6), 1–30. https://doi.org/10.18637/jss.v102.i06
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