plot.SANvb

Plot method for objects of class <code>SANvb</code>. 
The function displays two graphs, meant to analyze the estimated distributional and observational clusters.

An efficient tool for fitting the nested common and shared atoms models using variational Bayes approximate inference for fast computation. Specifically, the package implements the common atoms model (Denti et al., 2023), its finite version (D'Angelo et al., 2023), and a hybrid finite-infinite model.
All models use Gaussian mixtures with a normal-inverse-gamma prior distribution on the parameters. Additional functions are provided to help analyze the results of the fitting procedure.
References:
Denti, Camerlenghi, Guindani, Mira (2023) <doi:10.1080/01621459.2021.1933499>,
D’Angelo, Canale, Yu, Guindani (2023) <doi:10.1111/biom.13626>.

Francesco Denti

SANvi

Fitting Shared Atoms Nested Models via Variational Bayes

Laura D'Angelo

plot.SANvb function

<dl><dt>x</dt>
<dd>object of class <code>SANvb</code> (the result of a call to <code>variational_CAM</code>, 
<code>variational_fiSAN</code>, <code>variational_fSAN</code>.</dd>
<dt>...</dt>
<dd>additional graphical parameters to be passed.</dd></dl>

Arguments

Plotting the variational inference output — plot.SANvb

<dl>

<dt>x</dt>
<dd>object of class <code>SANvb</code> (the result of a call to <code>variational_CAM</code>, 
<code>variational_fiSAN</code>, <code>variational_fSAN</code>.</dd>


<dt>...</dt>
<dd>additional graphical parameters to be passed.</dd>

</dl>

plot.SANvb: Plotting the variational inference output

Description

Usage

Value

Arguments

See Also