stpp : An R Package for Plotting, Simulating and Analyzing Spatio-Temporal Point Patterns

stpp : An R Package for Plotting, Simulating and Analyzing Spatio-Temporal Point Patterns

stpp is an R package for analyzing, simulating and displaying space-time point patterns. It covers many of the models encountered in applications of point process methods to the study of spatio-temporal phenomena. The package also includes estimators of the space-time inhomogeneous K-function and pa...

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Bibliographic Details
Main Authors: Edith Gabriel, Barry Rowlingson, Peter J. Diggle
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2013-04-01
Series:Journal of Statistical Software
Subjects:
epidemiology
inhomogeneous point patterns
spatial statistics
space-time point processes
Online Access:http://www.jstatsoft.org/v53/i02/paper
Description
Summary:stpp is an R package for analyzing, simulating and displaying space-time point patterns. It covers many of the models encountered in applications of point process methods to the study of spatio-temporal phenomena. The package also includes estimators of the space-time inhomogeneous K-function and pair correlation function. stpp is the first dedicated unified computational environment in the area of spatio-temporal point processes. In this paper we describe space-time point processes and introduce the package stpp to new users.
ISSN:1548-7660

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