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Stochastic Geometry, Spatial Statistics and Random Fields: Models and Algorithms

Stochastic Geometry, Spatial Statistics and Random Fields: Models and Algorithms

Paperback

Series: Lecture Notes in Mathematics, Book 2120

General MathematicsProbability & StatisticsProgramming

ISBN10: 3319100637
ISBN13: 9783319100630
Publisher: Springer Nature
Published: Nov 6 2014
Pages: 464
Weight: 1.50
Height: 0.99 Width: 6.14 Depth: 9.21
Language: English
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.

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