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  • Book
  • © 2013

Stochastic Geometry, Spatial Statistics and Random Fields

Asymptotic Methods

Editors:

  • 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
  • Includes supplementary material: sn.pub/extras

Part of the book series: Lecture Notes in Mathematics (LNM, volume 2068)

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Table of contents (12 chapters)

  1. Front Matter

    Pages i-xxiv
  2. Spatial Point Patterns: Models and Statistics

    • Adrian Baddeley
    Pages 49-114
  3. Random Tessellations and Cox Processes

    • Florian Voss, Catherine Gloaguen, Volker Schmidt
    Pages 151-182
  4. Asymptotic Methods for Random Tessellations

    • Pierre Calka
    Pages 183-204
  5. Random Polytopes

    • Daniel Hug
    Pages 205-238
  6. Introduction to Random Fields

    • Alexander Bulinski, Evgeny Spodarev
    Pages 277-335
  7. Central Limit Theorems for Weakly Dependent Random Fields

    • Alexander Bulinski, Evgeny Spodarev
    Pages 337-383
  8. Strong Limit Theorems for Increments of Random Fields

    • Ulrich Stadtmüller
    Pages 385-398
  9. Back Matter

    Pages 421-448

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.

Editors and Affiliations

  • Ulm, Germany

    Evgeny Spodarev

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access