smooth.data

This function smooths functions using standard box filter

alignment

srvf

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

smooth.data function

<dl><dt>f</dt>
<dd>matrix (\(N\) x \(M\)) of \(M\) functions with \(N\) samples</dd>
<dt>sparam</dt>
<dd>number of times to run box filter</dd></dl>

Arguments

Smooth Functions — smooth.data

<dl>

<dt>f</dt>
<dd>matrix (\(N\) x \(M\)) of \(M\) functions with \(N\) samples</dd>


<dt>sparam</dt>
<dd>number of times to run box filter</dd>

</dl>

smooth.data: Smooth Functions

Description

Usage

Value

Arguments

References

Examples