Theoretical Aspects of Spatial-Temporal Modeling

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SpringerBriefs in Statistics – JSS Research Series in Statistics

ISBN: 4431553355
ISBN 13: 9784431553359
Herausgeber: Gareth William Peters/Tomoko Matsui
Verlag: Springer Verlag GmbH
Umfang: xv, 124 S., 5 s/w Illustr., 13 farbige Illustr., 124 p. 18 illus., 13 illus. in color.
Erscheinungsdatum: 06.01.2016
Auflage: 1/2016
Produktform: Kartoniert
Einband: KT

Covers specialized topics in spatial-temporal modeling provided by world experts for an introduction to key componentsDiscusses a rigorous probabilistic and statistical framework for a range of contemporary topics of importance to a diverse number of fields in spatial and temporal domainsIncludes efficient computational statistical methods to perform analysis and inference in large spatial temporal application domainsIncludes supplementary material: sn.pub/extras

Artikelnummer: 7275943 Kategorie:

Beschreibung

Inhaltsangabe1. Introduction -2. Particle Association Measures and Multiple Target Tracking -3. An Overview of Recent Advances in Monte-Carlo Methods for Bayesian Filtering in High-dimensional Spaces -4. Spectral Measures of Heavy Tailed Distributions: An Overview of Their Applications in Wireless Communications Channel Modeling -5. Networks, Random Graphs and Percolation -6. Conclusions

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