Statistical Inference and Simulation for Spatial Point Processes (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Moller, Jesper

ISBN 10: 1584882654 / ISBN 13: 9781584882657

Verlag: Chapman and Hall/CRC, 2003

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Inhaltsangabe:

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.

Über die Autorin bzw. den Autor: Rasmus Waagepetersen is a professor in the Department of Mathematical Sciences, Aalborg University, Denmark.

Bibliografische Details

Titel: Statistical Inference and Simulation for ...
Verlag: Chapman and Hall/CRC
Erscheinungsdatum: 2003
Einband: Hardcover
Zustand: Good