Lecture Notes in Mathematics

Stochastic Geometry, Spatial Statistics and Random Fields

Models and Algorithms

Editors: Schmidt, Volker (Ed.)

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  • Frontier theoretical work on point processes, random fields and integral geometry
  • Extensive applications in materials science, biology and genetics
  • Extensive codes in Matlab and R that help the reader with applications
  • Many examples help the reader to deepen their understanding
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eBook $64.99
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  • ISBN 978-3-319-10064-7
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Softcover $84.99
price for USA in USD
  • ISBN 978-3-319-10063-0
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About this book

This volume is an attempt to provide a graduate level introduction to various aspects of stochastic geometry, spatial statistics and random fields, with special emphasis placed on fundamental classes of models and algorithms as well as on their applications, e.g. in materials science, biology and genetics. This book has a strong focus on simulations and includes extensive codes in Matlab and R which are widely used in the mathematical community. It can be seen as a continuation of the recent volume 2068 of Lecture Notes in Mathematics, where other issues of stochastic geometry, spatial statistics and random fields were considered with a focus on asymptotic methods.

Table of contents (13 chapters)

Table of contents (13 chapters)
  • Stein’s Method for Approximating Complex Distributions, with a View towards Point Processes

    Schuhmacher, Dominic

    Pages 1-30

  • Clustering Comparison of Point Processes, with Applications to Random Geometric Models

    Błaszczyszyn, Bartłomiej (et al.)

    Pages 31-71

  • Random Tessellations and their Application to the Modelling of Cellular Materials

    Redenbach, Claudia (et al.)

    Pages 73-93

  • Stochastic 3D Models for the Micro-structure of Advanced Functional Materials

    Schmidt, Volker (et al.)

    Pages 95-141

  • Boolean Random Functions

    Jeulin, Dominique

    Pages 143-169

Buy this book

eBook $64.99
price for USA in USD (gross)
  • ISBN 978-3-319-10064-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $84.99
price for USA in USD
  • ISBN 978-3-319-10063-0
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Stochastic Geometry, Spatial Statistics and Random Fields
Book Subtitle
Models and Algorithms
Editors
  • Volker Schmidt
Series Title
Lecture Notes in Mathematics
Series Volume
2120
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-10064-7
DOI
10.1007/978-3-319-10064-7
Softcover ISBN
978-3-319-10063-0
Series ISSN
0075-8434
Edition Number
1
Number of Pages
XXIV, 464
Number of Illustrations
70 b/w illustrations, 63 illustrations in colour
Topics