Package: stpp 2.0-8

Edith Gabriel

stpp:Space-Time Point Pattern Simulation, Visualisation and Analysis

Many of the models encountered in applications of point process methods to the study of spatio-temporal phenomena are covered in 'stpp'. This package provides statistical tools for analyzing the global and local second-order properties of spatio-temporal point processes, including estimators of the space-time inhomogeneous K-function and pair correlation function. It also includes tools to get static and dynamic display of spatio-temporal point patterns. See Gabriel et al (2013) <doi:10.18637/jss.v053.i02>.

Authors:Edith Gabriel [aut, cre], Peter J Diggle [aut], Barry Rowlingson [aut], Francisco J Rodriguez-Cortes [aut]

stpp_2.0-8.tar.gz
stpp_2.0-8.tar.gz(r-4.5-noble)stpp_2.0-8.tar.gz(r-4.4-noble)
stpp_2.0-8.tgz(r-4.4-emscripten)stpp_2.0-8.tgz(r-4.3-emscripten)
stpp.pdf |stpp.html✨
stpp/json (API)

# Installstpp in R:

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

Datasets:

fmd - 2001 food-and-mouth epidemic, north Cumbria
northcumbria - Polygon boundary of north Cumbria

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

25 exports 2 stars 0.71 score 70 dependencies 1 dependents 450 downloads

Last updated 7 days agofrom:a46128eba8

Exports:animation as.3dpoints ASTIKhat gsp gte is.3dpoints KLISTAhat kmmr kmmt kmr kmt LISTAhat PCFhat plotK plotPCF rinfec rinter rlgcp rpcp rpp sim.stpp stan stdcpp sthpcpp STIKhat

Dependencies:abind base64enc bslib cachem cli colorspace deldir digest evaluate fansi farver fastmap fontawesome fs ggplot2 glue goftest gridExtra gtable highr htmltools htmlwidgets isoband jquerylib jsonlite KernSmooth knitr labeling lattice lifecycle magrittr MASS Matrix memoise mgcv mime misc3d munsell nlme pillar pkgconfig plot3D polyclip R6 rappdirs RColorBrewer rgl rlang rmarkdown rpanel sass scales sp spatstat.data spatstat.explore spatstat.geom spatstat.random spatstat.sparse spatstat.univar spatstat.utils splancs tensor tibble tinytex utf8 vctrs viridisLite withr xfun yaml

stpp Documentation

Edith Gabriel, Peter J Diggle, Barry Rowlingson and Francisco J Rodriguez-Cortes

Rendered fromdocs.Rmdusingknitr::rmarkdownon Jun 29 2024.

Last update: 2024-06-29
Started: 2017-11-28

Help page	Topics
Space-time data animation	animation
Create data in spatio-temporal point format	as.3dpoints
Anisotropic Space-Time Inhomogeneous K-function	ASTIKhat
2001 food-and-mouth epidemic, north Cumbria (UK)	fmd
Spatial mark variogram function	gsp
Temporal mark variogram function	gte
Spatio-temporal point objects	is.3dpoints
Estimation of the Space-Time Inhomogeneous K LISTA functions	KLISTAhat
Spatial mark correlation function	kmmr
Temporal mark correlation function	kmmt
Spatial r-mark function	kmr
Temporal t-mark function	kmt
Estimation of the Space-Time Inhomogeneous Pair Correlation LISTA functions	LISTAhat
Polygon boundary of north Cumbria	northcumbria
Estimation of the Space-Time Inhomogeneous Pair Correlation function	PCFhat
Plot for spatio-temporal point objects	plot plot.stpp
Plot the estimation of the Space-Time Inhomogeneous K-function	plotK
Plot the estimation of the Space-Time Inhomogeneous Pair Correlation function	plotPCF
Generate infection point patterns	rinfec
Generate interaction point patterns	rinter
Generate log-Gaussian Cox point patterns	rlgcp
Generate Poisson cluster point patterns	rpcp
Generate Poisson point patterns	rpp
Generate spatio-temporal point patterns	sim.stpp
(3D) space-time data animation	stan
Generate double-cluster point pattern	stdcpp
Spatio-temporal hot-spots cluster point process model	sthpcpp
Estimation of the Space-Time Inhomogeneous K-function	STIKhat
Space-Time Point Pattern simulation, visualisation and analysis	stpp-package stpp

Package: stpp 2.0-8

stpp:Space-Time Point Pattern Simulation, Visualisation and Analysis

stpp Documentation

Citation

Readme and manuals

Help Manual

Usage by other packages (reverse dependencies)