select.knots

Construct knots from either quantiles of observed time points or
equally-spaced time points.

~Pspline

We implement the Fast Covariance Estimation for
Sparse Functional Data paper published in Statistics and Computing <doi: 10.1007/s11222-017-9744-8>.

Cai Li

face

Fast Covariance Estimation for Sparse Functional Data

select.knots function

<dl> <dt>t</dt>
<dd>Observed time points.</dd><dt>knots</dt>
<dd>Number of interior knots.</dd><dt>p</dt>
<dd>Degrees of B-splines to be used.</dd><dt>option</dt>
<dd>Default "equally-spaced": equally-spaced time points in the range of <code>t</code>; if "quantile", 
then quantiles of <code>t</code>.</dd></dl>

Arguments

Author

Knots selection for P-spline smoothing — select.knots

<dl>

 <dt>t</dt>
<dd>Observed time points.</dd>

<dt>knots</dt>
<dd>Number of interior knots.</dd>

<dt>p</dt>
<dd>Degrees of B-splines to be used.</dd>

<dt>option</dt>
<dd>Default "equally-spaced": equally-spaced time points in the range of <code>t</code>; if "quantile", 
then quantiles of <code>t</code>.</dd>

</dl>

select.knots: Knots selection for P-spline smoothing

Description

Usage

Value

Arguments

Author

Details

Examples