Statistical Inference and Simulation for Spatial Point Processes

Jesper Moller, Rasmus Plenge Waagepetersen

ISBN 10: 1584882654 ISBN 13: 9781584882657

Published by Chapman & Hall, 2004

Language: English

Condition: Used - Very good Hardcover

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Ex library with typical labeling on cover, spine, inside front cover; near fine condition in main pages.

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Bibliographic Details

Title

Statistical Inference and Simulation for Spatial Point Processes

Publisher

Chapman & Hall

Publication Date

2004

Language

English

ISBN 10

1584882654

ISBN 13

9781584882657

Binding

Hard cover

Condition

Very good

Dust Jacket Condition

No jacket

Seller catalogs

Mathematics

About this title

Synopsis

Spatial point processes play a fundamental role in spatial statistics and today they are an active area of research with many new applications. Although other published works address different aspects of spatial point processes, most of the classical literature deals only with nonparametric methods, and a thorough treatment of the theory and applications of simulation-based inference is difficult to find. Written by researchers at the top of the field, this book collects and unifies recent theoretical advances and examples of applications. The authors examine Markov chain Monte Carlo algorithms and explore one of the most important recent developments in MCMC: perfect simulation procedures.

About the Author

Jesper Moller

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