Stochastic Geometry, Spatial Statistics and Random Fields: Models and Algorithms (Lecture Notes in Mathematics)
暫譯: 隨機幾何、空間統計與隨機場:模型與演算法(數學講義)

商品描述

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.

商品描述(中文翻譯)

本書旨在提供研究生級別的隨機幾何、空間統計和隨機場各方面的介紹,特別強調基本模型和演算法類別及其應用,例如在材料科學、生物學和遺傳學中的應用。本書強調模擬,並包含大量在數學社群中廣泛使用的 Matlab 和 R 代碼。這本書可以視為最近的數學講義筆記第 2068 卷的延續,該卷考慮了隨機幾何、空間統計和隨機場的其他問題,並專注於漸近方法。