package

Diagnostic tools as residual analysis, global, local and total-local influence
 for the multivariate model from the random intercept Poisson-GlG mode. Including
 also, the estimation process by maximum likelihood and generating multivariate
 negative binomial data.

Diagnostic tools as residual analysis, global,
local and total-local influence for the multivariate model
from the random intercept Poisson generalized log gamma model
are available in this package. Including also, the estimation
process by maximum likelihood method, for details see
Fabio, L. C; Villegas, C. L.; Carrasco, J.M.F and de Castro, M. (2023)
<doi:10.1080/03610926.2021.1939380> and Fábio, L. C.; Villegas, C.;
Mamun, A. S. M. A. and Carrasco, J. M. F. (2025) <doi:10.28951/bjb.v43i1.728>.

Jalmar Carrasco

Diagnostic Tools for a Multivariate Negative Binomial Regression
Model

Cristian Lobos

Lizandra Fabio

MNB function

<ul>
<li><code>rMNB</code></li>
<li><code>fit.MNB</code></li>
<li><code>qMNB</code></li>
<li><code>re.MNB</code></li>
<li><code>envelope.MNB</code></li>
<li><code>global.MNB</code></li>
<li><code>local.MNB</code></li>
</ul>

MNB package functions

Jalmar M F Carrasco &lt;carrascojalmar@gmail.com&gt;,
Cristian M Villegas Lobos &lt;master.villegas@gmail.com&gt; and Lizandra C Fabio &lt;lizandrafabio@gmail.com&gt;

Author

Diagnostic tools for a multivariate negative binomial model — MNB

<ul>
<li><code>rMNB</code></li>
<li><code>fit.MNB</code></li>
<li><code>qMNB</code></li>
<li><code>re.MNB</code></li>
<li><code>envelope.MNB</code></li>
<li><code>global.MNB</code></li>
<li><code>local.MNB</code></li>
</ul>

MNB: Diagnostic tools for a multivariate negative binomial model

Description

Arguments

MNB package functions

Author

References