pbox-class

"pbox" is a class representing the probabilistic space which combines data, copula and margins.

Advanced statistical library offering a method to encapsulate and query the probability space of a
dataset effortlessly using Probability Boxes (p-boxes). Its distinctive feature lies in the ease with
which users can navigate and analyze marginal, joint, and conditional probabilities while taking into account
the underlying correlation structure inherent in the data using copula theory and models. A comprehensive explanation is available in the paper
"pbox: Exploring Multivariate Spaces with Probability Boxes" to be published in the Journal of Statistical Software.

Ahmed T. Hammad

pbox

Exploring Multivariate Spaces with Probability Boxes

pbox-class function

<dl>
<dt><code>data</code></dt>
<dd>The original data coerced to a <code>data.table</code>.</dd></dl>
<dt><code>copula</code></dt>
<dd>The copula object of class <code>mvdc</code>.</dd>
<dt><code>fit</code></dt>
<dd>The results of the automated selection for both the marginal distribution and the copula.</dd>

Slots

Class "pbox": Main S4 class of the library pbox. — pbox-class

<dl>
<dt><code>data</code></dt>
<dd>The original data coerced to a <code>data.table</code>.</dd>


<dt><code>copula</code></dt>
<dd>The copula object of class <code>mvdc</code>.</dd>


<dt><code>fit</code></dt>
<dd>The results of the automated selection for both the marginal distribution and the copula.</dd>


</dl>

pbox-class: Class "pbox": Main S4 class of the library pbox.

Description

Arguments

Slots