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Stochastic Geometry, Spatial Statistics and Random Fields|Evgeny Spodarev

Stochastic Geometry, Spatial Statistics and Random Fields : Asymptotic Methods

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Overview

1 Foundations of stochastic geometry and theory of random sets.- 2 Introduction into integral geometry and stereology.- 3 Spatial point patterns - models and statistics.- 4 Asymptotic methods in statistics of random point processes.- 5 Random tessellations and Cox processes.- 6 Asymptotic methods for random tessellations.- 7 Random polytopes.- 8 Limit theorems in discrete stochastic geometry.- 9 Introduction to random fields.- 10 Central limit theorems for weakly dependent random fields.- 11 Strong limit theorems for increments of random fields.- 12 Geometry of large random trees: SPDE approximation.

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Details

  • ISBN-13: 9783642333040
  • ISBN-10: 3642333044
  • Publisher: Springer
  • Publish Date: February 2013
  • Dimensions: 9.1 x 6.1 x 1 inches
  • Shipping Weight: 1.5 pounds
  • Page Count: 446

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