smooth.construct.pcre.smooth.spec

Sets up design matrix for functional random effects based on the PC scores
of the covariance operator of the random effect process.
See <code><a href="/link/smooth.construct.re.smooth.spec?package=refund&version=0.1-38" data-mini-rdoc="refund::smooth.construct.re.smooth.spec">smooth.construct.re.smooth.spec</a></code> for more details on <code>mgcv</code>-style smoother specification
and <code>pcre</code> for the corresponding <code>pffr()</code>-formula wrapper.

Methods for regression for functional
data, including function-on-scalar, scalar-on-function, and
function-on-function regression. Some of the functions are applicable to
image data.

Julia Wrobel

refund

Regression with Functional Data

Jeff Goldsmith

Fabian Scheipl

Lei Huang

Chongzhi Di

Jonathan Gellar

Jaroslaw Harezlak

Bruce Swihart

Luo Xiao

Ciprian Crainiceanu

Yakuan Chen

Sonja Greven

Lan Huo

So Young Park

Ana-Maria Staicu

Erjia Cui

Ruonan Li

Zheyuan Li

smooth.construct.pcre.smooth.spec function

<dl><dt>object</dt>
<dd>a smooth specification object, see <code><a href="/link/smooth.construct?package=refund&version=0.1-38" data-mini-rdoc="refund::smooth.construct">smooth.construct</a></code></dd>
<dt>data</dt>
<dd>see <code><a href="/link/smooth.construct?package=refund&version=0.1-38" data-mini-rdoc="refund::smooth.construct">smooth.construct</a></code></dd>
<dt>knots</dt>
<dd>see <code><a href="/link/smooth.construct?package=refund&version=0.1-38" data-mini-rdoc="refund::smooth.construct">smooth.construct</a></code></dd></dl>

Arguments

Fabian Scheipl; adapted from 're' constructor by S.N. Wood.

Author

Sets up design matrix for functional random effects based on the PC scores
of the covariance operator of the random effect process.
See <code><a href='https://rdrr.io/pkg/mgcv/man/smooth.construct.re.smooth.spec.html'>smooth.construct.re.smooth.spec</a></code> for more details on <code>mgcv</code>-style smoother specification
and <code>pcre</code> for the corresponding <code>pffr()</code>-formula wrapper.

mgcv-style constructor for PC-basis functional random effects — smooth.construct.pcre.smooth.spec

<dl>

<dt>object</dt>
<dd>a smooth specification object, see <code><a href='https://rdrr.io/pkg/mgcv/man/smooth.construct.html'>smooth.construct</a></code></dd>


<dt>data</dt>
<dd>see <code><a href='https://rdrr.io/pkg/mgcv/man/smooth.construct.html'>smooth.construct</a></code></dd>


<dt>knots</dt>
<dd>see <code><a href='https://rdrr.io/pkg/mgcv/man/smooth.construct.html'>smooth.construct</a></code></dd>

</dl>

mgcv-style constructor for PC-basis functional random effects

smooth.construct.pcre.smooth.spec: mgcv-style constructor for PC-basis functional random effects

Description

Usage

Value

Arguments

Author