flexCountReg-class

A class to represent various objects created by the flexCountReg package.

An implementation of multiple regression models for
count data. These include various forms of the negative binomial (NB-1,
NB-2, NB-P, generalized negative binomial, etc.), Poisson-Lognormal, other
compound Poisson distributions, the Generalized Waring model, etc.
Information on the different forms of the negative binomial are
described by Greene (2008) <doi:10.1016/j.econlet.2007.10.015>. For
treatises on count models, see Cameron and Trivedi (2013)
<doi:10.1017/CBO9781139013567> and Hilbe (2012)
<doi:10.1017/CBO9780511973420>. For the implementation of
under-reporting in count models, see Wood et al. (2016)
<doi:10.1016/j.aap.2016.06.013>. For prediction methods in random
parameter models, see Wood and Gayah (2025)
<doi:10.1016/j.aap.2025.108147>. For estimating random parameters using
maximum simulated likelihood, see Greene and Hill (2010)
<doi:10.1108/S0731-9053(2010)26>; Gourieroux and Monfort (1996)
<doi:10.1093/0198774753.001.0001>; or Hensher et al. (2015)
<doi:10.1017/CBO9781316136232>.

Jonathan Wood

flexCountReg

Estimation of a Variety of Count Regression Models

Guillermo Basulto-Elias

flexCountReg-class function

<dl>
<dt><code>model</code></dt>
<dd>The fitted model object (can be any type).</dd></dl>
<dt><code>data</code></dt>
<dd>The data used for fitting the model (data frame).</dd>
<dt><code>formula</code></dt>
<dd>The R formula used in the regression model (main formula, not
including random parameters, etc.)</dd>
<dt><code>call</code></dt>
<dd>The matched call (language).</dd>
<dt><code>additional</code></dt>
<dd>Any additional information (list).</dd>

Slots

flexCountReg Class — flexCountReg-class

<dl>
<dt><code>model</code></dt>
<dd>The fitted model object (can be any type).</dd>


<dt><code>data</code></dt>
<dd>The data used for fitting the model (data frame).</dd>


<dt><code>formula</code></dt>
<dd>The R formula used in the regression model (main formula, not
including random parameters, etc.)</dd>


<dt><code>call</code></dt>
<dd>The matched call (language).</dd>


<dt><code>additional</code></dt>
<dd>Any additional information (list).</dd>


</dl>

flexCountReg-class: flexCountReg Class

Description

Arguments

Slots