beatles

Measuring coherence with Bayesian networks.

ReverseNaiveBayes

A collection of Bayesian networks (discrete, Gaussian, and conditional linear Gaussian) collated from recent academic literature. The 'bnRep_summary' object provides an overview of the Bayesian networks in the repository and the package documentation includes details about the variables in each network. A Shiny app to explore the repository can be launched with 'bnRep_app()' and is available online at <https://manueleleonelli.shinyapps.io/bnRep>. Reference: 'M. Leonelli' (2025) <doi:10.1016/j.neucom.2025.129502>.

Manuele Leonelli

bnRep

A Repository of Bayesian Networks from the Academic Literature

beatles function

A discrete Bayesian modelling a situation where a member of the Beatles band might be dead. Probabilities were given within the referenced paper. The vertices are:<dl>
<dt>ExactlyOneBeatlesIsDead</dt>
<dd>(TRUE, FALSE);</dd><dt>GeorgeIsAlive</dt>
<dd>(TRUE, FALSE);</dd><dt>JohnIsAlive</dt>
<dd>(TRUE, FALSE);</dd><dt>PaulIsAlive</dt>
<dd>(TRUE, FALSE);</dd><dt>RingoIsAlive</dt>
<dd>(TRUE, FALSE);</dd>
</dl>

beatles: beatles Bayesian Network

Description

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References