Version 1.3-BANSHEE—A MATLAB toolbox for Non-Parametric Bayesian Networks

This update (version 1.3) of our contribution BANSHEE—A MATLAB toolbox for Non-Parametric Bayesian Networks provides functional updates. Additions to the software package include quantifying fully parametric Bayesian Networks, drawing a user-defined sample size number of (un)conditional samples, sam...

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Veröffentlicht in:SoftwareX 2023-07, Vol.23, p.101479, Article 101479
Hauptverfasser: Mendoza-Lugo, Miguel Angel, Morales-Nápoles, Oswaldo
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Sprache:eng
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Zusammenfassung:This update (version 1.3) of our contribution BANSHEE—A MATLAB toolbox for Non-Parametric Bayesian Networks provides functional updates. Additions to the software package include quantifying fully parametric Bayesian Networks, drawing a user-defined sample size number of (un)conditional samples, sample-based conditioning sampling, and choosing different sample sizes for the model-validation tests based on the Hellinger distance. The use of the t copula in the Cramér–Von Mises test is also added. New detailed examples demonstrating the new features available are also provided.
ISSN:2352-7110
2352-7110
DOI:10.1016/j.softx.2023.101479