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stpp (version 2.0-8)

Space-Time Point Pattern Simulation, Visualisation and Analysis

Description

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) .

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Version

Install

install.packages('stpp')

Monthly Downloads

374

Version

2.0-8

License

GPL-3

Maintainer

Last Published

June 28th, 2024

Functions in stpp (2.0-8)

STIKhat

Estimation of the Space-Time Inhomogeneous K-function
KLISTAhat

Estimation of the Space-Time Inhomogeneous K LISTA functions
gsp

Spatial mark variogram function
gte

Temporal mark variogram function
PCFhat

Estimation of the Space-Time Inhomogeneous Pair Correlation function
plot.stpp

Plot for spatio-temporal point objects
kmt

Temporal \(t\)-mark function
is.3dpoints

Spatio-temporal point objects
kmmt

Temporal mark correlation function
animation

Space-time data animation
kmr

Spatial \(r\)-mark function
northcumbria

Polygon boundary of north Cumbria
sim.stpp

Generate spatio-temporal point patterns
plotK

Plot the estimation of the Space-Time Inhomogeneous K-function
kmmr

Spatial mark correlation function
rinter

Generate interaction point patterns
rlgcp

Generate log-Gaussian Cox point patterns
rpcp

Generate Poisson cluster point patterns
plotPCF

Plot the estimation of the Space-Time Inhomogeneous Pair Correlation function
stpp

Space-Time Point Pattern simulation, visualisation and analysis
stdcpp

Generate double-cluster point pattern
sthpcpp

Spatio-temporal hot-spots cluster point process model
rinfec

Generate infection point patterns
rpp

Generate Poisson point patterns
stan

(3D) space-time data animation
LISTAhat

Estimation of the Space-Time Inhomogeneous Pair Correlation LISTA functions
as.3dpoints

Create data in spatio-temporal point format
fmd

2001 food-and-mouth epidemic, north Cumbria (UK)
ASTIKhat

Anisotropic Space-Time Inhomogeneous \(K\)-function