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Stochastic Geometry, Spatial Statistics and Random Fields

Stochastic Geometry, Spatial Statistics and Random Fields

Volker Schmidt

About this book

Providing a graduate level introduction to various aspects of stochastic geometry, spatial statistics and random fields, this volume places a special emphasis on fundamental classes of models and algorithms as well as on their applications, for example 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 regarded 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.

Details

OL Work ID
OL27074158W

Subjects

GeometryMathematicsAlgorithmsDistribution (Probability theory)Probability Theory and Stochastic ProcessesMathematical Modeling and Industrial Mathematics

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Book data from Open Library. Cover images courtesy of Open Library.