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Intensity Estimation on Geometric Networks with Penalized Splines

Installation

About

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.

Key Metrics

Version 0.7.3
R ≥ 4.0.0
Published 2022-07-11 656 days ago
Needs compilation? no
License MIT
License File
CRAN checks geonet results
Language en-US

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Maintainer

Maintainer

Marc Schneble

marc.schneble@stat.uni-muenchen.de

Authors

Marc Schneble

aut / cre

Material

README
NEWS
Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

geonet archive

Depends

R ≥ 4.0.0

Imports

spatstat.linnet
spatstat.geom
spatstat.core
mgcv
Matrix
splines
igraph
dplyr ≥ 1.0.2
ggplot2 ≥ 3.3.2

Suggests

testthat
spatstat
spatstat.data