Space-Time Point Pattern Simulation, Visualisation and Analysis
Plot the estimation of the Space-Time Inhomogeneous Pair Correlation f...
Generate infection point patterns
Generate interaction point patterns
Generate log-Gaussian Cox point patterns
Generate Poisson cluster point patterns
Generate Poisson point patterns
Plot the estimation of the Space-Time Inhomogeneous K-function
Space-time data animation
Create data in spatio-temporal point format
Anisotropic Space-Time Inhomogeneous -function
Spatial mark variogram function
Temporal mark variogram function
Spatio-temporal point objects
Estimation of the Space-Time Inhomogeneous K LISTA functions
Spatial mark correlation function
Temporal mark correlation function
Spatial -mark function
Temporal -mark function
Estimation of the Space-Time Inhomogeneous Pair Correlation LISTA func...
Estimation of the Space-Time Inhomogeneous Pair Correlation function
Plot for spatio-temporal point objects
Generate spatio-temporal point patterns
(3D) space-time data animation
Generate double-cluster point pattern
Spatio-temporal hot-spots cluster point process model
Estimation of the Space-Time Inhomogeneous K-function
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>.