meanbasis

Given a basis object as defined in the fda package (see <code>basisfd</code>),
this function simply computes the vector of means of the basis functions. Used internally.

Implements a basis function or functional data analysis framework
for several techniques of multivariate analysis in continuous-time
setting. Specifically, we introduced continuous-time analogues of
several classical techniques of multivariate analysis, such as
principal component analysis, canonical correlation analysis,
Fisher linear discriminant analysis, K-means clustering, and so
on. Details are in Biplab Paul, Philip T. Reiss, Erjia Cui and Noemi Foa (2025)
"Continuous-time multivariate analysis" <doi: 10.1080/10618600.2024.2374570>.

Biplab Paul

ctmva

Continuous-Time Multivariate Analysis

Philip Tzvi Reiss

Noemi Foa

Dror Arbiv

meanbasis function

<dl><dt>basis</dt>
<dd>a basis object of class <code>"basisfd"</code></dd>
<dt>rng</dt>
<dd>time range. By default, the entire interval spanned by the basis. Must be left NULL for Fourier bases.</dd></dl>

Arguments

Biplab Paul &lt;paul.biplab497@gmail.com&gt; and Philip Tzvi Reiss &lt;reiss@stat.haifa.ac.il&gt;

Author

Compute means of basis functions — meanbasis

<dl>

<dt>basis</dt>
<dd>a basis object of class <code>"basisfd"</code></dd>


<dt>rng</dt>
<dd>time range. By default, the entire interval spanned by the basis. Must be left NULL for Fourier bases.</dd>

</dl>

meanbasis: Compute means of basis functions

Description

Usage

Value

Arguments

Author

Examples