expand_time_nodes

This method extends the names of the nodes to the given maximum and
maintains the order of the nodes in each slice, so as to plotting
the nodes in all slices relative to their homonyms in the first slice.

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

expand_time_nodes function

<dl><dt>name</dt>
<dd>the names of the nodes in the t_0 slice</dd>
<dt>acc</dt>
<dd>accumulator of the resulting names in the recursion</dd>
<dt>max</dt>
<dd>number of time slices in the net</dd>
<dt>i</dt>
<dd>current slice being processed</dd></dl>

Arguments

Extends the names of the nodes in t_0 to t_(max-1) — expand_time_nodes

<dl>

<dt>name</dt>
<dd>the names of the nodes in the t_0 slice</dd>


<dt>acc</dt>
<dd>accumulator of the resulting names in the recursion</dd>


<dt>max</dt>
<dd>number of time slices in the net</dd>


<dt>i</dt>
<dd>current slice being processed</dd>

</dl>

expand_time_nodes: Extends the names of the nodes in t_0 to t_(max-1)

Description

Usage

Value

Arguments