Stochastic Geometry, Spatial Statistics and Random Fields
Subtitle: Models and Algorithms
Publisher: Springer International Publishing AG
Published: 2014
Language: eng
Number of pages: 464
ISBN-13: 9783319100630
Subjects: Geometry
Description: 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.