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Titolo: |
Stochastic geometry, spatial statistics and random fields [e-book] : models and algorithms / edited by Volker Schmidt
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Pubblicazione: | Cham [Switzerland] : Springer International Publishing, 2015 |
Descrizione fisica: | 1 online resource |
Disciplina: | 519.2 |
Soggetto topico: | Algorithms |
Geometry | |
Distribution (Probability theory) | |
Classificazione: | AMS 60-06 |
AMS 60D05 | |
AMS 60G60 | |
AMS 62H11 | |
LC QA274-274.9 | |
Altri autori: | Schmidt, Volker |
Nota di contenuto: | Stein’s Method for Approximating Complex Distributions, with a View towards Point Processes -- Clustering Comparison of Point Processes, with Applications to Random Geometric Models -- Random Tessellations and their Application to the Modelling of Cellular Materials -- Stochastic 3D Models for the Micro-structure of Advanced Functional Materials -- Boolean Random Functions -- Random Marked Sets and Dimension Reduction -- Space-Time Models in Stochastic Geometry -- Rotational Integral Geometry and Local Stereology - with a View to Image Analysis -- An Introduction to Functional Data Analysis -- Some Statistical Methods in Genetics -- Extrapolation of Stationary Random Fields -- Spatial Process Simulation -- Introduction to Coupling-from-the-Past using R -- References -- Index |
Sommario/riassunto: | 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 |
ISBN: | 9783319100647 |
Formato: | Software ![]() |
Livello bibliografico | Monografia |
Lingua di pubblicazione: | Inglese |
Record Nr.: | 991002944349707536 |
Lo trovi qui: | Univ. del Salento |
Localizzazioni e accesso elettronico | http://link.springer.com/book/10.1007/978-3-319-10064-7 |
Opac: | Controlla la disponibilitĂ qui |