STATISTICAL INFERENCE AND SIMULATION FOR SPATIAL POINT PROCESSES (MONOGRAPHS ON STATISTICS AND APPLIED PROBABILITY ; 100)

Møller, Jesper; Waagepetersen, Rasmus Plenge

ISBN 10: 1584882654 / ISBN 13: 9781584882657

Editore: Chapman & Hall/CRC, Boca Raton, 2004

Octavo, xv, 300 pages. In Good plus condition. Spine is green with white print. Boards in glossy green paper, white print. Light wear to spine caps and corners, light shelf wear. Illustrated: b&w graphs, charts, figures. NOTE: Shelved in Netdesk Column P. 1393214. FP New Rockville Stock. Codice articolo 1393214

Riassunto:

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.

Informazioni sull?autore: Jesper Moller

Dati bibliografici

Titolo: STATISTICAL INFERENCE AND SIMULATION FOR ...
Casa editrice: Chapman & Hall/CRC, Boca Raton
Data di pubblicazione: 2004
Legatura: Hardcover