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書名 Stochastic geometry, spatial statistics and random fields [electronic resource] : asymptotic methods / Evgeny Spodarev, editor
出版項 Berlin : Springer, c2013
國際標準書號 9783642333057 (electronic bk.)
3642333052 (electronic bk.)
book jacket
說明 1 online resource (xxiv, 446 p.) : ill. (some col.)
系列 Lecture notes in mathematics, 1617-9692 ; 2068
Lecture notes in mathematics (Springer-Verlag) ; 2068
附註 Foundations of Stochastic Geometry and Theory of Random Sets / Ilya Molchanov -- Introduction into Integral Geometry and Stereology / Markus Kiderlen -- Spatial Point Patterns: Models and Statistics / Adrian Baddeley -- Asymptotic Methods in Statistics of Random Point Processes / Lothar Heinrich -- Random Tessellations and Cox Processes / Florian Voss, Catherine Gloaguen -- Asymptotic Methods for Random Tessellations / Pierre Calka -- Random Polytopes / Daniel Hug -- Limit Theorems in Discrete Stochastic Geometry / Joseph Yukich -- Introduction to Random Fields / Alexander Bulinski, Evgeny Spodarev -- Central Limit Theorems for Weakly Dependent Random Fields / Alexander Bulinski, Evgeny Spodarev -- Strong Limit Theorems for Increments of Random Fields / Ulrich Stadtmüller -- Geometry of Large Random Trees: SPDE Approximation / Yuri Bakhtin
Includes bibliographical references and index
Description based on online resource; title from PDF title page (SpringerLink, viewed Feb. 19, 2013)
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
主題 Stochastic geometry
Spatial analysis (Statistics)
(DE-588)4133202-7 (DE-603)08548248X Stochastische Geometrie gnd
(DE-588)4191094-1 (DE-603)085949124 Zufälliges Feld gnd
(DE-588)4386767-4 (DE-603)088435628 Räumliche Statistik gnd
(DE-588)4287476-2 (DE-603)086556428 Asymptotische Methode gnd
Hirschegg local
Spatial analysis (Statistics) fast (OCoLC)fst01128784
Stochastic geometry. fast (OCoLC)fst01133509
Electronic books
Alt Author Spodarev, Evgeny, 1975-
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