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

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 ge...

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Tác giả chính: Schmidt, Volker
Định dạng: Sách
Ngôn ngữ:English
Được phát hành: Springer 2015
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spelling oai:scholar.dlu.edu.vn:DLU123456789-576612023-11-11T05:48:13Z Stochastic Geometry, Spatial Statistics and Random Fields: Models and Algorithms Schmidt, Volker Stochastic geometry Congresses Spatial analysis Mathematics 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. 2015-08-20T01:51:02Z 2015-08-20T01:51:02Z 2015 Book 978-3-319-10064-7 https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57661 en application/pdf Springer
institution Thư viện Trường Đại học Đà Lạt
collection Thư viện số
language English
topic Stochastic geometry
Congresses
Spatial analysis
Mathematics
spellingShingle Stochastic geometry
Congresses
Spatial analysis
Mathematics
Schmidt, Volker
Stochastic Geometry, Spatial Statistics and Random Fields: Models and Algorithms
description 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.
format Book
author Schmidt, Volker
author_facet Schmidt, Volker
author_sort Schmidt, Volker
title Stochastic Geometry, Spatial Statistics and Random Fields: Models and Algorithms
title_short Stochastic Geometry, Spatial Statistics and Random Fields: Models and Algorithms
title_full Stochastic Geometry, Spatial Statistics and Random Fields: Models and Algorithms
title_fullStr Stochastic Geometry, Spatial Statistics and Random Fields: Models and Algorithms
title_full_unstemmed Stochastic Geometry, Spatial Statistics and Random Fields: Models and Algorithms
title_sort stochastic geometry, spatial statistics and random fields: models and algorithms
publisher Springer
publishDate 2015
url https://scholar.dlu.edu.vn/thuvienso/handle/DLU123456789/57661
_version_ 1819799813821038592