data_sim_mfd

Simulate random coefficients and create a multivariate functional data
object of class <code>mfd</code>.
It is mainly for internal use, to check that the package functions
work.

Provides functional control charts
for statistical process monitoring of functional data,
using the methods of Capezza et al. (2020) <doi:10.1002/asmb.2507>,
Centofanti et al. (2021) <doi:10.1080/00401706.2020.1753581>,
Capezza et al. (2024) <doi:10.1080/00401706.2024.2327346>,
Capezza et al. (2024) <doi:10.1080/00224065.2024.2383674>,
Centofanti et al. (2022) <doi:10.48550/arXiv.2205.06256>.
The package is thoroughly illustrated in the paper of
Capezza et al (2023) <doi:10.1080/00224065.2023.2219012>.

Christian Capezza

funcharts

Functional Control Charts

Fabio Centofanti

Antonio Lepore

Biagio Palumbo

Alessandra Menafoglio

Simone Vantini

data_sim_mfd function

<dl><dt>nobs</dt>
<dd>Number of functional observations to be simulated.</dd>
<dt>nbasis</dt>
<dd>Number of basis functions.</dd>
<dt>nvar</dt>
<dd>Number of functional covariates.</dd>
<dt>seed</dt>
<dd>Deprecated: use <code><a href="/link/set.seed()?package=funcharts&version=1.7.0" data-mini-rdoc="funcharts::set.seed()">set.seed()</a></code> before calling
the function for reproducibility.</dd></dl>

Arguments

Simulate multivariate functional data — data_sim_mfd

<dl>

<dt>nobs</dt>
<dd>Number of functional observations to be simulated.</dd>


<dt>nbasis</dt>
<dd>Number of basis functions.</dd>


<dt>nvar</dt>
<dd>Number of functional covariates.</dd>


<dt>seed</dt>
<dd>Deprecated: use <code><a href='https://rdrr.io/r/base/Random.html'>set.seed()</a></code> before calling
the function for reproducibility.</dd>

</dl>

data_sim_mfd: Simulate multivariate functional data

Description

Usage

Value

Arguments

Examples