دانلود کتاب Statistical inference and simulation for spatial point processes

Name: Statistical inference and simulation for spatial point processes
Availability: InStock
Author: Jesper Møller
ISBN: 1584882654, 9781584882657

by Jesper Møller, Rasmus Plenge Waagepetersen

عنوان فارسی: استنباط آماری و شبیه سازی برای فرآیندهای نقطه فضایی
ناشر: Chapman & Hall/CRC
سال: 2004
ویرایش: 1
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 295-295
شابک: 1584882654, 9781584882657
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 4.00 مگابایت

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جزییات کتاب

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.