Package: pphotspot 0.1-3

pphotspot: Hotspot Detection of Point Events on a Linear Network

Detection of hotspots of point events on a linear network as proposed by Mrkvička et al. (2025) <doi:10.2139/ssrn.5337003> using the R package 'GET', see Myllymäki and Mrkvička (2024) <doi:10.18637/jss.v111.i03>.

Authors:Mari Myllymäki [aut, cre], Michal Konopa [aut], Tomáš Mrkvička [aut], Mikko Kuronen [ctb]

pphotspot_0.1-3.tar.gz
pphotspot_0.1-3.zip(r-4.7-any)pphotspot_0.1-3.zip(r-4.6-any)pphotspot_0.1-3.zip(r-4.5-any)
pphotspot_0.1-3.tgz(r-4.6-any)pphotspot_0.1-3.tgz(r-4.5-any)
pphotspot_0.1-3.tar.gz(r-4.7-any)pphotspot_0.1-3.tar.gz(r-4.6-any)
pphotspot_0.1-3.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
pphotspot/json (API)

# Install 'pphotspot' in R:

install.packages('pphotspot', repos = c('https://myllym.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/myllym/pphotspot/issues

Datasets:

roadcrash - Road crashes

On CRAN:

4.18 score 266 downloads 5 exports 52 dependencies

Last updated from:ca95665fdc. Checks:7 WARNING, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel	WARNING	194
source / vignettes	OK	227
linux-release	WARNING	177
macos-release	WARNING	137
macos-oldrel	WARNING	103
windows-devel	WARNING	113
windows-release	WARNING	130
windows-oldrel	WARNING	105
wasm-release	OK	170

Exports:hotspots.MatClustlpp hotspots.poislpp MatClust.lppm pois.lppm rMatClustlpp

Dependencies:abind class classInt cli cluster cpp11 DBI deldir e1071 farver GET ggplot2 glue goftest gridExtra gtable isoband KernSmooth labeling lattice lifecycle Matrix mgcv nlme polyclip proxy R6 RColorBrewer Rcpp rlang rpart s2 S7 scales sf spatstat spatstat.data spatstat.explore spatstat.geom spatstat.Knet spatstat.linnet spatstat.model spatstat.random spatstat.sparse spatstat.univar spatstat.utils tensor units vctrs viridisLite withr wk

GET: Hotspot detection on a linear network

Rendered fromHotSpots.tex.rspusingR.rsp::rsp

Last update: 2026-07-02
Started: 2026-07-02

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Hotspot detection	pphotspot-package pphotspot
Hotspot detection for Matern point process - parallel version	hotspots.MatClustlpp
Hotspot detection for Poisson point process - parallel version	hotspots.poislpp
Fit a Matern cluster point process to a point pattern dataset on a linear network	MatClust.lppm
Fit a Poisson point process model to a point pattern dataset on a linear network	pois.lppm
Simulating the Matern cluster process on a linear network	rMatClustlpp
Road crashes	roadcrash