score.dbn

Generic method for computing the score of a "dbn" S3 object.
Calls bnlearn's <code>score</code> underneath.
The nodes function is specifically coded to look for either the "bn"
or the "bn.fit" method inside bnlearn, so I have to cast the "dbn" class
into "bn" for it to work.

internal

Learning and inference over dynamic Bayesian networks of arbitrary
Markovian order. Extends some of the functionality offered by the 'bnlearn'
package to learn the networks from data and perform exact inference.
It offers three structure learning algorithms for dynamic Bayesian networks:
Trabelsi G. (2013) <doi:10.1007/978-3-642-41398-8_34>, Santos F.P. and Maciel C.D. (2014)
<doi:10.1109/BRC.2014.6880957>, Quesada D., Bielza C. and Larrañaga P. (2021)
<doi:10.1007/978-3-030-86271-8_14>. It also offers the possibility to perform
forecasts of arbitrary length. A tool for visualizing the structure of the
net is also provided via the 'visNetwork' package.

David Quesada

dbnR

Dynamic Bayesian Network Learning and Inference

Gabriel Valverde

score.dbn function

<dl><dt>object</dt>
<dd>a "dbn" object</dd>
<dt>...</dt>
<dd>additional parameters</dd></dl>

Arguments

Computes the score of a BN or a DBN — score.dbn

<dl>

<dt>object</dt>
<dd>a "dbn" object</dd>


<dt>...</dt>
<dd>additional parameters</dd>

</dl>

score.dbn: Computes the score of a BN or a DBN

Description

Usage

Value

Arguments