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Statistical Inference and Simulation for Spatial Point Processes.
・ISBN 978-1-58488-265-7 hard GB£ 187.99
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| 著者・編者 | Moller, Jesper / Waagepetersen, Rasmus Plenge, |
|---|---|
| シリーズ | Chapman & Hall/CRC Monographs on Statistics and Applied Probability |
| 出版社 | (Chapman & Hall/CRC, US) |
| 出版年月 | 2003 |
| ページ数 | 318 pp. |
| 言語 | ENG |
| ニュース番号 | <M25-8861> |
解説
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.