bin_data

<code>bin_data</code> bins the data on the supplied point pattern according to
all possible combination of covariates.

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

bin_data function

<dl><dt>X</dt>
<dd>Point pattern on a geometric network (object of class <code>gnpp</code>)</dd>
<dt>bins</dt>
<dd>A list containing the bins of the geometric network.</dd>
<dt>vars</dt>
<dd>A character vector containing the name of all covariates in the
model.</dd>
<dt>vars_internal</dt>
<dd>A character vector containing the name of all interval
covariates in the model.</dd>
<dt>scale</dt>
<dd>A named list which specifies the rescaling of network related
covariates. Currently, internal covariates "x", "y", and "dist2V" can be
scaled.</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

Bin Point Pattern on a Geometric Network — bin_data

<dl>

<dt>X</dt>
<dd>Point pattern on a geometric network (object of class <code>gnpp</code>)</dd>


<dt>bins</dt>
<dd>A list containing the bins of the geometric network.</dd>


<dt>vars</dt>
<dd>A character vector containing the name of all covariates in the
model.</dd>


<dt>vars_internal</dt>
<dd>A character vector containing the name of all interval
covariates in the model.</dd>


<dt>scale</dt>
<dd>A named list which specifies the rescaling of network related
covariates. Currently, internal covariates "x", "y", and "dist2V" can be
scaled.</dd>

</dl>

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

bin_data: Bin Point Pattern on a Geometric Network

Description

Usage

Value

Arguments

Author