Stochastic Geometry, Spatial Statistics and Random Fields: Models and Algorithms -
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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 wid ... Pilns apraksts
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Aprašymas
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.
Vairāk informācijas
| Izdevējs | Springer Nature Switzerland |
|---|---|
| Series | Lecture Notes in Mathematics |
| Izlaides gads | 2014 |
| Vāka tips | Mīkstais vāks |
| EAN | 9783319100630 |