Stochastic Geometry, Spatial Statistics and Random Fields : Asymptotic Methods / edited by Evgeny Spodarev
(Lecture Notes in Mathematics ; 2068)
| データ種別 | 電子ブック |
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| 出版情報 | Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer , 2013 |
| 本文言語 | 英語 |
| 大きさ | XXIV, 446 p. 105 illus., 27 illus. in color : online resource |
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| 内容注記 | 1 Foundations of stochastic geometry and theory of random sets 2 Introduction into integral geometry and stereology 3 Spatial point patterns – models and statistics 4 Asymptotic methods in statistics of random point processes 5 Random tessellations and Cox processes 6 Asymptotic methods for random tessellations 7 Random polytopes 8 Limit theorems in discrete stochastic geometry 9 Introduction to random fields 10 Central limit theorems for weakly dependent random fields 11 Strong limit theorems for increments of random fields 12 Geometry of large random trees: SPDE approximation |
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| 一般注記 | This volume provides a modern introduction to stochastic geometry, random fields 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 |
| 著者標目 | Spodarev, Evgeny editor SpringerLink (Online service) |
| 件 名 | LCSH:Mathematics LCSH:Convex geometry LCSH:Discrete geometry LCSH:Probabilities LCSH:Statistics FREE:Mathematics FREE:Convex and Discrete Geometry FREE:Probability Theory and Stochastic Processes FREE:Statistical Theory and Methods |
| 分 類 | DC23:516.1 |
| 巻冊次 | ISBN:9783642333057 
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| ISBN | 9783642333057 |
| URL | http://dx.doi.org/10.1007/978-3-642-33305-7 |
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