Stochastic Geometry, Spatial Statistics and Random Fields

Asymptotic Methods

Nonfiction, Science & Nature, Mathematics, Geometry, Statistics
Cover of the book Stochastic Geometry, Spatial Statistics and Random Fields by , Springer Berlin Heidelberg
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Author: ISBN: 9783642333057
Publisher: Springer Berlin Heidelberg Publication: February 11, 2013
Imprint: Springer Language: English
Author:
ISBN: 9783642333057
Publisher: Springer Berlin Heidelberg
Publication: February 11, 2013
Imprint: Springer
Language: English

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.

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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.

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