gauss_model

This function models the functional data using a Gaussian model extracted from
the principal components of the srvfs

Performs alignment, PCA, and modeling of multidimensional and
unidimensional functions using the square-root velocity framework
(Srivastava et al., 2011 <doi:10.48550/arXiv.1103.3817> and Tucker et al., 2014
<DOI:10.1016/j.csda.2012.12.001>). This framework allows for elastic
analysis of functional data through phase and amplitude separation.

J Derek Tucker

fdasrvf

Elastic Functional Data Analysis

J. Derek Tucker

Aymeric Stamm

gauss_model function

<dl><dt>warp_data</dt>
<dd><code>fdawarp</code> object from time_warping of aligned data</dd>
<dt>n</dt>
<dd>number of random samples (n = 1)</dd>
<dt>sort_samples</dt>
<dd>sort samples (default = F)</dd></dl>

Arguments

Gaussian model of functional data — gauss_model

<dl>

<dt>warp_data</dt>
<dd><code>fdawarp</code> object from time_warping of aligned data</dd>


<dt>n</dt>
<dd>number of random samples (n = 1)</dd>


<dt>sort_samples</dt>
<dd>sort samples (default = F)</dd>

</dl>

gauss_model: Gaussian model of functional data

Description

Usage

Value

Arguments

References

Examples