curve_to_q

This function computes the SRVF of a given curve. The function also outputs
the length of the original curve and the \(L^2\) norm of the SRVF.

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

curve_to_q function

<dl><dt>beta</dt>
<dd>A numeric matrix of shape \(L \times M\) specifying a curve on
an \(L\)-dimensional space observed on \(M\) points.</dd>
<dt>scale</dt>
<dd>A boolean value specifying whether the output SRVF function
should be scaled to the hypersphere of \(L^2\). When <code>scale</code> is <code>TRUE</code>,
the length of the original curve becomes irrelevant. Defaults to <code>TRUE</code>.</dd></dl>

Arguments

Curve to SRVF Space — curve_to_q

<dl>

<dt>beta</dt>
<dd>A numeric matrix of shape \(L \times M\) specifying a curve on
an \(L\)-dimensional space observed on \(M\) points.</dd>


<dt>scale</dt>
<dd>A boolean value specifying whether the output SRVF function
should be scaled to the hypersphere of \(L^2\). When <code>scale</code> is <code>TRUE</code>,
the length of the original curve becomes irrelevant. Defaults to <code>TRUE</code>.</dd>

</dl>

curve_to_q: Curve to SRVF Space

Description

Usage

Value

Arguments

References

Examples