MultiplicativeAlgorithm-class

MultiplicativeAlgorithm

The class <code>MultiplicativeAlgorithm</code> implements the multiplicative algorithm.

Evaluate or optimize designs for nonlinear mixed effects models using the Fisher Information matrix. Methods used in the package refer to
Mentré F, Mallet A, Baccar D (1997) <doi:10.1093/biomet/84.2.429>,
Retout S, Comets E, Samson A, Mentré F (2007) <doi:10.1002/sim.2910>,
Bazzoli C, Retout S, Mentré F (2009) <doi:10.1002/sim.3573>,
Le Nagard H, Chao L, Tenaillon O (2011) <doi:10.1186/1471-2148-11-326>,
Combes FP, Retout S, Frey N, Mentré F (2013) <doi:10.1007/s11095-013-1079-3> and
Seurat J, Tang Y, Mentré F, Nguyen TT (2021) <doi:10.1016/j.cmpb.2021.106126>.

Romain Leroux

PFIM

Population Fisher Information Matrix

France Mentré

Jérémy Seurat

Lucie Fayette

MultiplicativeAlgorithm-class function

Objects form the class <code>MultiplicativeAlgorithm</code> can be created by calls of the form <code>MultiplicativeAlgorithm(...)</code> where
(...) are the parameters for the <code>MultiplicativeAlgorithm</code> objects.

Objects from the class

<dl>
<dt><code>arms</code>:</dt>
<dd>A list giving the arms.</dd></dl><dt><code>lambda</code>:</dt>
<dd>A numeric giving the lambda parameter of the multiplicative algorithm.</dd><dt><code>delta</code>:</dt>
<dd>A numeric giving the delta parameter of the multiplicative algorithm.</dd><dt><code>numberOfIterations</code>:</dt>
<dd>A numeric giving the maximal number iteration of the optimization process.</dd><dt><code>weightThreshold</code>:</dt>
<dd>A numeric giving the threshold of the weights.</dd><dt><code>optimalWeights</code>:</dt>
<dd>A vector giving the optimal weights.</dd><dt><code>optimalDesign</code>:</dt>
<dd>An object of the class <code>Design</code> giving the optimal design.</dd><dt><code>showProcess</code>:</dt>
<dd>A boolean for showing or not the process of optimization.</dd>

Slots for <code>MultiplicativeAlgorithm</code> objects

Class "MultiplicativeAlgorithm" — MultiplicativeAlgorithm-class

Objects form the class <code>MultiplicativeAlgorithm</code> can be created by calls of the form <code>MultiplicativeAlgorithm(...)</code> where
(...) are the parameters for the <code>MultiplicativeAlgorithm</code> objects.

<dl>
<dt><code>arms</code>:</dt>
<dd>A list giving the arms.</dd>

<dt><code>lambda</code>:</dt>
<dd>A numeric giving the lambda parameter of the multiplicative algorithm.</dd>

<dt><code>delta</code>:</dt>
<dd>A numeric giving the delta parameter of the multiplicative algorithm.</dd>

<dt><code>numberOfIterations</code>:</dt>
<dd>A numeric giving the maximal number iteration of the optimization process.</dd>

<dt><code>weightThreshold</code>:</dt>
<dd>A numeric giving the threshold of the weights.</dd>

<dt><code>optimalWeights</code>:</dt>
<dd>A vector giving the optimal weights.</dd>

<dt><code>optimalDesign</code>:</dt>
<dd>An object of the class <code>Design</code> giving the optimal design.</dd>

<dt><code>showProcess</code>:</dt>
<dd>A boolean for showing or not the process of optimization.</dd>


</dl>

MultiplicativeAlgorithm-class: Class "MultiplicativeAlgorithm"

Description

Arguments

Objects from the class

Slots for <code>MultiplicativeAlgorithm</code> objects