basis2fdata_2d

Reconstructs 2D surfaces from tensor product basis coefficients.

Functional data analysis tools with a high-performance 'Rust' backend.
Provides methods for functional data manipulation, depth computation,
distance metrics, regression, and statistical testing. Supports both
1D functional data (curves) and 2D functional data (surfaces).
Methods are described in Ramsay and Silverman (2005,
ISBN:978-0-387-40080-8) "Functional Data Analysis" and Ferraty and
Vieu (2006, ISBN:978-0-387-30369-7) "Nonparametric Functional Data
Analysis".

Dr. Mueller

fdars

Functional Data Analysis in 'Rust'

Simon Müller

basis2fdata_2d function

<dl><dt>coefs</dt>
<dd>Coefficient matrix <code>[n x (nbasis.s * nbasis.t)]</code>.</dd>
<dt>argvals</dt>
<dd>List with two numeric vectors for s and t coordinates.</dd>
<dt>nbasis.s</dt>
<dd>Number of basis functions in s direction.</dd>
<dt>nbasis.t</dt>
<dd>Number of basis functions in t direction.</dd>
<dt>type</dt>
<dd>Basis type: "bspline" (default) or "fourier".</dd></dl>

Arguments

Reconstruct 2D Functional Data from Tensor Product Basis Coefficients — basis2fdata_2d

<dl>

<dt>coefs</dt>
<dd>Coefficient matrix <code>[n x (nbasis.s * nbasis.t)]</code>.</dd>


<dt>argvals</dt>
<dd>List with two numeric vectors for s and t coordinates.</dd>


<dt>nbasis.s</dt>
<dd>Number of basis functions in s direction.</dd>


<dt>nbasis.t</dt>
<dd>Number of basis functions in t direction.</dd>


<dt>type</dt>
<dd>Basis type: "bspline" (default) or "fourier".</dd>

</dl>

basis2fdata_2d: Reconstruct 2D Functional Data from Tensor Product Basis Coefficients

Description

Usage

Value

Arguments