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

Keywords: epidemiology , inhomogeneous point patterns , spatial statistics , space-time point processes

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Abstract:

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.

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