print.SANvb

Print method for objects of class <code>SANvb</code>.

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

print.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>further arguments passed to or from other methods.</dd></dl>

Arguments

Print variational inference output — print.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>further arguments passed to or from other methods.</dd>

</dl>

print.SANvb: Print variational inference output

Description

Usage

Value

Arguments