GaudermanLDO-class

GaudermanLDO

An S4 class to represent a 'Gouderman' LDO object, that was generated by the generalized gauderman algorithm.

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

GaudermanLDO-class function

<dl class="dl-horizontal">
<dt><code>name</code></dt><dd>character Name of the new 'generalized-Gauderman' adjusted longitudinal data</dd></dl><dt><code>dataFrames</code></dt><dd>list List of 'generalized-Gauderman' modified data. One <code>data.frame</code> for each component.</dd><dt><code>peaknames</code></dt><dd>character Vector of component names contained in this object.</dd><dt><code>k</code></dt><dd>numeric Updated times for the breaks of the spline model.</dd><dt><code>times</code></dt><dd>matrix Vector of updated time values.</dd><dt><code>newTimeVars</code></dt><dd>character The names of the newly defined time variables of the generalized 'Gauderman' model.</dd><dt><code>ids</code></dt><dd>character Vector of identifiers for the experiments</dd><dt><code>labels</code></dt><dd>factor Vector of class labels for each experiment</dd>

GaudermanLDO-class: An S4 class to represent a 'Gouderman' LDO object, that was generated by the generalized gauderman algorithm.

Description

Arguments

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