integralJointMoTBF

Integrate a <code>"jointmotbf"</code> object over an non defined domain. It is able to
get the integral of a joint function over a set of variables or over all
the variables in the function.
This function is deprecated; use <code>"integrate.motbf"</code> instead.

Learning, manipulation and evaluation of mixtures of truncated basis functions
(MoTBFs), which include mixtures of polynomials (MOPs) and mixtures of truncated
exponentials (MTEs). MoTBFs are a flexible framework for modelling hybrid Bayesian
networks (I. Pérez-Bernabé, A. Salmerón, H. Langseth (2015) <doi:10.1007/978-3-319-20807-7_36>; H. Langseth, T.D. Nielsen, I. Pérez-Bernabé, A. Salmerón (2014) <doi:10.1016/j.ijar.2013.09.012>; I. Pérez-Bernabé, A. Fernández, R. Rumí, A. Salmerón (2016) <doi:10.1007/s10618-015-0429-7>). The package provides functionality for learning univariate, multivariate and conditional densities, with the possibility of incorporating prior knowledge. Structural learning of hybrid Bayesian networks is also provided. A set of useful tools is provided, including plotting, printing and likelihood evaluation. This package makes use of S3 objects, with two new classes called 'motbf' and 'jointmotbf'.

Ana D. Maldonado

MoTBFs

Learning Hybrid Bayesian Networks using Mixtures of Truncated
Basis Functions

Inmaculada Pérez-Bernabé

Antonio Salmerón

Thomas D.  Nielsen

Ángel T.  Sáez-Ruiz

integralJointMoTBF function

<dl><dt>P</dt>
<dd>A <code>"jointmotbf"</code> object.</dd>
<dt>var</dt>
<dd>A <code>"character"</code> vector containing the name of the variables that will be integrated out.
Instead of the names, the position of the variables can be given.
By default it's <code>NULL</code> then all the variables are integrated out.</dd></dl>

Arguments

Integration with MoTBFs — integralJointMoTBF

<dl>

<dt>P</dt>
<dd>A <code>"jointmotbf"</code> object.</dd>


<dt>var</dt>
<dd>A <code>"character"</code> vector containing the name of the variables that will be integrated out.
Instead of the names, the position of the variables can be given.
By default it's <code>NULL</code> then all the variables are integrated out.</dd>

</dl>

integralJointMoTBF: Integration with MoTBFs

Description

Usage

Value

Arguments