Stochastic Geometry, Spatial Statistics and Random Fields

Models and Algorithms

464 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Lecture Notes in Mathematics
• ISBN: 9783319100630
• Sprache: Englisch
• Erscheinungsdatum: 06.11.2014
• Genre: Mathematik/Wahrscheinlichkeitstheorie, Stochastik, Mathematische Statistik
• Verlag: Springer International Publishing
• Herausgegeben von: Volker Schmidt