Statistical Inference and Simulation for Spatial Point Processes

M?ller Jesper Waagepetersen Rasmus Plenge Moller Jesper

ISBN 10: 1584882654 / ISBN 13: 9781584882657

Edité par Taylor & Francis Group, 2003

A propos de cet article

pp. xv + 300.

N° de réf. du vendeur 18623850

Détails bibliographiques

• Titre: Statistical Inference and Simulation for Spatial Point Processes
• Éditeur: Taylor & Francis Group
• Date de parution: 2003
• Langue: anglais
• ISBN à 10 chiffres: 1584882654
• ISBN à 13 chiffres: 9781584882657
• Reliure: Couverture rigide
• État de l'article: New

A propos de ce titre

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.

À propos de l?auteur

Jesper Moller