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Spatial Point Patterns
book

Spatial Point Patterns

by Adrian Baddeley, Ege Rubak, Rolf Turner
November 2015
Intermediate to advanced content levelIntermediate to advanced
828 pages
33h 11m
English
Chapman and Hall/CRC
Content preview from Spatial Point Patterns
566 Spatial Point Patterns: Methodology and Applications with R
joint distribution P(X,M):
regard the locations and types a s having been generated at the same
time.
A typical example is the joint analysis of a mixed woodland. Each individual tree belong s intrinsi-
cally to a specie s; the viability of each tree depends on its neighbours’ locations and their species;
hence the spatial pattern of locatio ns and species should be analysed jointly. The most general
model is a multitype po int process. We m ight assume that the proce ss is stationary, allowing us to
estimate a multitype version of the K-function, for example. The simplest null model is a homoge-
neous Poisson multitype p oint process (dubbed ‘complete spatial randomness and independence’ ...
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Publisher Resources

ISBN: 9781482210217