bspline_design

<code>bspline_design</code> constructs the design matrix which represents
the (log-)baseline intensity on the geometric network.

Fitting the intensity function of point
processes on geometric networks. The method makes use of generalized
additive models (GAM). The method is described in Marc Schneble, Göran Kauermann.
"Intensity estimation on geometric networks with penalized splines." The
Annals of Applied Statistics, 16(2) 843-865 June 2022.
<doi:10.1214/21-AOAS1522>.
A new class for representing linear networks as
geometric networks is the core of the package.

Marc Schneble

geonet

Intensity Estimation on Geometric Networks with Penalized
Splines

bspline_design function

<dl><dt>G</dt>
<dd>An object of class <code>gn</code>.</dd>
<dt>knots</dt>
<dd>A list which contains the knots on which the
B-splines are defined</dd>
<dt>bins</dt>
<dd>list of which contains the mid points of the bins.</dd></dl>

Arguments

Marc Schneble <a href="/link/marc.schneble%40stat.uni-muenchen.de?package=geonet&version=0.7.3" data-mini-rdoc="geonet::marc.schneble@stat.uni-muenchen.de">marc.schneble@stat.uni-muenchen.de</a>

Author

Design Matrix for Linear B-Splines on a Geometric Network — bspline_design

<dl>

<dt>G</dt>
<dd>An object of class <code>gn</code>.</dd>


<dt>knots</dt>
<dd>A list which contains the knots on which the
B-splines are defined</dd>


<dt>bins</dt>
<dd>list of which contains the mid points of the bins.</dd>

</dl>

Marc Schneble <a href='mailto:marc.schneble@stat.uni-muenchen.de'>marc.schneble@stat.uni-muenchen.de</a>

bspline_design: Design Matrix for Linear B-Splines on a Geometric Network

Description

Usage

Value

Arguments

Author