GaudermanModelEvaluation-class

GaudermanModelEvaluation

An S4 class to represent the result of the linear mixed effect modeling on a gauderman LDO.

Automated analysis and modeling of longitudinal 'omics' data (e.g. breath 'metabolomics') using generalized spline mixed effect models. Including automated filtering of noise parameters and determination of breakpoints.

Anne-Christin Hauschild

LoBrA

Generalized Spline Mixed Effect Models for Longitudinal Breath
Data

Sandy P. Eckel

Jan Baumbach

GaudermanModelEvaluation-class function

<dl class="dl-horizontal">
<dt><code>name</code></dt><dd>character Name of the new 'generalized-Gauderman' adjusted longitudinal model.</dd></dl><dt><code>gaudermanLDO</code></dt><dd>GaudermanLDO 'Generalized-Gauderman' adjusted longitudinal data object.</dd><dt><code>models</code></dt><dd>list List of models generated for each component.</dd><dt><code>labels</code></dt><dd>factor Vector of class labels for each experiment</dd><dt><code>pvalues</code></dt><dd>matrix Matrix of p-values for the intercept as well as all slops of the spline model for each component.</dd><dt><code>correctedpvalues</code></dt><dd>matrix Matrix of corrected p-values for the intercept as well as all slops of the spline model for each component.</dd><dt><code>modelparameter</code></dt><dd>matrix Model parameter for each component.</dd>

GaudermanModelEvaluation-class: An S4 class to represent the result of the linear mixed effect modeling on a gauderman LDO.

Description

Arguments

Slots