transport

Bayesian networks: with examples in R.

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

transport function

A discrete Bayesian network modeling transport choices of a population. Probabilities were given within the referenced paper. The vertices are:<dl>
<dt>A</dt>
<dd>Age (young, adult, old);</dd><dt>S</dt>
<dd>Sex (M, F);</dd><dt>E</dt>
<dd>Education (high uni);</dd><dt>O</dt>
<dd>Occupation (emp, self);</dd><dt>R</dt>
<dd>Residence (small, big);</dd><dt>T</dt>
<dd>Transport (car, train, other);</dd>
</dl>

transport: transport Bayesian Network

Description

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Value

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References