initialize,Optimization-method

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

initialize,Optimization-method function

<dl><dt>.Object</dt>
<dd>.Object</dd>
<dt>name</dt>
<dd>name</dd>
<dt>model</dt>
<dd>model</dd>
<dt>modelEquations</dt>
<dd>modelEquations</dd>
<dt>modelParameters</dt>
<dd>modelParameters</dd>
<dt>modelError</dt>
<dd>modelError</dd>
<dt>optimizer</dt>
<dd>optimizer</dd>
<dt>optimizerParameters</dt>
<dd>optimizerParameters</dd>
<dt>outcomes</dt>
<dd>outcomes</dd>
<dt>designs</dt>
<dd>designs</dd>
<dt>fim</dt>
<dd>fim</dd>
<dt>odeSolverParameters</dt>
<dd>odeSolverParameters</dd>
<dt>optimizationResults</dt>
<dd>optimizationResults</dd>
<dt>evaluationFIMResults</dt>
<dd>evaluationFIMResults</dd>
<dt>evaluationInitialDesignResults</dt>
<dd>evaluationInitialDesignResults</dd></dl>

Arguments

initialize — initialize,Optimization-method

<dl>

<dt>.Object</dt>
<dd>.Object</dd>


<dt>name</dt>
<dd>name</dd>


<dt>model</dt>
<dd>model</dd>


<dt>modelEquations</dt>
<dd>modelEquations</dd>


<dt>modelParameters</dt>
<dd>modelParameters</dd>


<dt>modelError</dt>
<dd>modelError</dd>


<dt>optimizer</dt>
<dd>optimizer</dd>


<dt>optimizerParameters</dt>
<dd>optimizerParameters</dd>


<dt>outcomes</dt>
<dd>outcomes</dd>


<dt>designs</dt>
<dd>designs</dd>


<dt>fim</dt>
<dd>fim</dd>


<dt>odeSolverParameters</dt>
<dd>odeSolverParameters</dd>


<dt>optimizationResults</dt>
<dd>optimizationResults</dd>


<dt>evaluationFIMResults</dt>
<dd>evaluationFIMResults</dd>


<dt>evaluationInitialDesignResults</dt>
<dd>evaluationInitialDesignResults</dd>

</dl>

initialize,Optimization-method: initialize

Description

Usage

Value

Arguments