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Second-Order Analysis of the Spatio-temporal Distribution of Human Campylobacteriosis in Preston, Lancashire

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSNConference contribution/Paperpeer-review

Published
Publication date2010
Host publicationGEOENV VII - Geostatistics for Environmental Applications
EditorsPM Atkinson, CD Lloyd
Place of PublicationDordrecht
PublisherSpringer
Pages99-106
Number of pages8
ISBN (Print)978-90-481-2321-6
<mark>Original language</mark>English

Abstract

We propose a method for analysing inhomogeneous spatio-temporal point process data by extending Baddeley's et al. (2000) inhomogeneous K-function to the spatio-temporal setting. We develop a non-parametric estimator of the space time inhomogeneous K-function. We then apply the estimator to data on the spatio-temporal distribution of human campylobacteriosis cases in an area of north-west England and investigate evidence for spatio-temporal clustering and spatio-temporal interaction using tests based on this estimator.