gainFactors

Generate a series of gain factors.

Computes clustering by fitting Gaussian mixture models (GMM) via stochastic approximation following the methods of Nguyen and Jones (2018) <doi:10.1201/9780429446177>. It also provides some test data generation and plotting functionality to assist with this process.

Andrew Jones

SAGMM

Clustering via Stochastic Approximation and Gaussian Mixture
Models

gainFactors function

<dl><dt>Number</dt>
<dd>Number of values required.</dd>
<dt>Burnin</dt>
<dd>Number of 'Burnin' values at the beginning of sequence.</dd></dl>

Arguments

Return Gamma, a sequence of gain factors — gainFactors

<dl>

<dt>Number</dt>
<dd>Number of values required.</dd>


<dt>Burnin</dt>
<dd>Number of 'Burnin' values at the beginning of sequence.</dd>

</dl>

gainFactors: Return Gamma, a sequence of gain factors

Description

Usage

Value

Arguments

Examples