Statistical Inference and Simulation for Spatial Point Processes

Jesper M?ller Rasmus Plenge Waagepetersen Jesper Moller

ISBN 10: 1584882654 ISBN 13: 9781584882657

Editorial: Taylor & Francis Group, 2003

Idioma: Ingl�s

Condici�n: Nuevo Encuadernaci�n de tapa dura

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pp. xv + 300.

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Detalles bibliogr�ficos

T�tulo: Statistical Inference and Simulation for Spatial Point Processes
Editor: Taylor & Francis Group
Fecha de publicaci�n: 2003
Idioma: Ingl�s
ISBN 10: 1584882654
ISBN 13: 9781584882657
Encuadernaci�n: Encuadernaci�n de tapa dura
Estado: New

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Sinopsis

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.

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Jesper Moller

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