GLMM_MCMCdata

This is a help function for <code>GLMM_MCMC</code> function.
THIS FUNCTION IS NOT TO BE CALLED BY ORDINARY USERS.

internal

Contains a mixture of statistical methods including the MCMC methods to analyze normal mixtures. Additionally, model based clustering methods are implemented to perform classification based on (multivariate) longitudinal (or otherwise correlated) data. The basis for such clustering is a mixture of multivariate generalized linear mixed models. The package is primarily related to the publications Komárek (2009, Comp. Stat. and Data Anal.) <doi:10.1016/j.csda.2009.05.006> and Komárek and Komárková (2014, J. of Stat. Soft.) <doi:10.18637/jss.v059.i12>. It also implements methods published in Komárek and Komárková (2013, Ann. of Appl. Stat.) <doi:10.1214/12-AOAS580>, Hughes, Komárek, Bonnett, Czanner, García-Fiñana (2017, Stat. in Med.) <doi:10.1002/sim.7397>, Jaspers, Komárek, Aerts (2018, Biom. J.) <doi:10.1002/bimj.201600253> and Hughes, Komárek, Czanner, García-Fiñana (2018, Stat. Meth. in Med. Res) <doi:10.1177/0962280216674496>.

Arnošt Komárek

mixAK

Multivariate Normal Mixture Models and Mixtures of Generalized
Linear Mixed Models Including Model Based Clustering

GLMM_MCMCdata function

<dl> <dt>y</dt>
<dd>see <code>GLMM_MCMC</code> function.</dd> <dt>dist</dt>
<dd>see <code>GLMM_MCMC</code> function.</dd> <dt>id</dt>
<dd>see <code>GLMM_MCMC</code> function.</dd> <dt>time</dt>
<dd>see <code>GLMM_longitDA</code> function.</dd>
 
 <dt>x</dt>
<dd>see <code>GLMM_MCMC</code> function.</dd> <dt>z</dt>
<dd>see <code>GLMM_MCMC</code> function.</dd> <dt>random.intercept</dt>
<dd>see <code>GLMM_MCMC</code> function.</dd>
 
</dl>

Arguments

Arnošt Komárek <a href="/link/arnost.komarek%40mff.cuni.cz?package=mixAK&version=5.8" data-mini-rdoc="mixAK::arnost.komarek@mff.cuni.cz">arnost.komarek@mff.cuni.cz</a>

Author

Data manipulation for the GLMM_MCMC function — GLMM_MCMCdata

<dl>

 <dt>y</dt>
<dd>see <code>GLMM_MCMC</code> function.</dd>

 <dt>dist</dt>
<dd>see <code>GLMM_MCMC</code> function.</dd>

 <dt>id</dt>
<dd>see <code>GLMM_MCMC</code> function.</dd>

 <dt>time</dt>
<dd>see <code>GLMM_longitDA</code> function.</dd>
 
 <dt>x</dt>
<dd>see <code>GLMM_MCMC</code> function.</dd>

 <dt>z</dt>
<dd>see <code>GLMM_MCMC</code> function.</dd>

 <dt>random.intercept</dt>
<dd>see <code>GLMM_MCMC</code> function.</dd>
 
</dl>

Arnošt Komárek <a href='mailto:arnost.komarek@mff.cuni.cz'>arnost.komarek@mff.cuni.cz</a>

GLMM_MCMCdata: Data manipulation for the GLMM_MCMC function

Description

Usage

Value

Arguments

Author

See Also