Lecture Notes in Mathematics

Stochastic Geometry, Spatial Statistics and Random Fields

Asymptotic Methods

Editors: Spodarev, Evgeny (Ed.)

  • 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 excercises for active reading Provides vast research bibliography
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eBook $69.99
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  • ISBN 978-3-642-33305-7
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  • ISBN 978-3-642-33304-0
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About this book

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.

Table of contents (12 chapters)

  • Foundations of Stochastic Geometry and Theory of Random Sets

    Molchanov, Ilya

    Pages 1-20

  • Introduction into Integral Geometry and Stereology

    Kiderlen, Markus

    Pages 21-48

  • Spatial Point Patterns: Models and Statistics

    Baddeley, Adrian

    Pages 49-114

  • Asymptotic Methods in Statistics of Random Point Processes

    Heinrich, Lothar

    Pages 115-150

  • Random Tessellations and Cox Processes

    Voss, Florian (et al.)

    Pages 151-182

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-3-642-33305-7
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $89.95
price for USA
  • ISBN 978-3-642-33304-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Stochastic Geometry, Spatial Statistics and Random Fields
Book Subtitle
Asymptotic Methods
Editors
  • Evgeny Spodarev
Series Title
Lecture Notes in Mathematics
Series Volume
2068
Copyright
2013
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-33305-7
DOI
10.1007/978-3-642-33305-7
Softcover ISBN
978-3-642-33304-0
Series ISSN
0075-8434
Edition Number
1
Number of Pages
XXIV, 446
Number of Illustrations and Tables
78 b/w illustrations, 27 illustrations in colour
Topics