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Titlebook: Stochastic Geometry, Spatial Statistics and Random Fields; Asymptotic Methods Evgeny Spodarev Book 2013 Springer-Verlag Berlin Heidelberg 2

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书目名称Stochastic Geometry, Spatial Statistics and Random Fields
副标题Asymptotic Methods
编辑Evgeny Spodarev
视频video
概述Comprises introductory material as well as advances topics with a significant number of proofs.Numerous images ease the understanding of complex mathematical notions.Includes a large number of excerci
丛书名称Lecture Notes in Mathematics
图书封面Titlebook: Stochastic Geometry, Spatial Statistics and Random Fields; Asymptotic Methods Evgeny Spodarev Book 2013 Springer-Verlag Berlin Heidelberg 2
描述This volume provides a modern introduction to stochastic geometry, randomfields and spatial statistics at a (post)graduate level. It is focused on asymptotic methods in geometric probability including weak and strong limit theorems for random spatial structures (point processes, sets, graphs, fields) with applications to statistics. Written as a contributed volume of lecture notes, it will be useful not only for students but also for lecturers and researchers interested in geometric probability and related subjects.
出版日期Book 2013
关键词60D05, 52A22, 60G55, 60G60, 60G57, 60F05, 60F15, 60J25; geometric probability; random fields; random gr
版次1
doihttps://doi.org/10.1007/978-3-642-33305-7
isbn_softcover978-3-642-33304-0
isbn_ebook978-3-642-33305-7Series ISSN 0075-8434 Series E-ISSN 1617-9692
issn_series 0075-8434
copyrightSpringer-Verlag Berlin Heidelberg 2013
The information of publication is updating

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Book 2013mptotic methods in geometric probability including weak and strong limit theorems for random spatial structures (point processes, sets, graphs, fields) with applications to statistics. Written as a contributed volume of lecture notes, it will be useful not only for students but also for lecturers an
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0075-8434 plex mathematical notions.Includes a large number of excerciThis volume provides a modern introduction to stochastic geometry, randomfields and spatial statistics at a (post)graduate level. It is focused on asymptotic methods in geometric probability including weak and strong limit theorems for rand
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Limit Theorems in Discrete Stochastic Geometry,ormalized and re-scaled versions of ., where η., . ≥ 1, are i.i.d. random variables. The general theory is applied to deduce the limit theory for functionals arising in Euclidean combinatorial optimization, convex hulls of i.i.d. samples, random sequential packing, and dimension estimation.
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Spatial Point Patterns: Models and Statistics, process models, the simulation of point processes, and statistical inference. For further background, we recommend [Daley et al., Probability and its applications (New York). Springer, New York, 2003/2008; Diggle, Statistical analysis of spatial point patterns, 2nd edn. Hodder Arnold, London, 2003;
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Asymptotic Methods in Statistics of Random Point Processes, We introduce the notion . together with the concept of Palm distributions in a rigorous way followed by the definitions of factorial moment and cumulant measures and characteristics related with them. In the second part we define a variety of estimators of second-order characteristics and other so-
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