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Theoretical Aspects of Spatial-Temporal Modeling
Gareth Willi Peters
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Description for Theoretical Aspects of Spatial-Temporal Modeling
Paperback. Editor(s): Matsui, Tomoko. Series: SpringerBriefs in Statistics. Num Pages: 115 pages, 11 black & white illustrations, 5 colour illustrations, 3 black & white tables, 5 colour. BIC Classification: PBT; PBWH; UFM. Category: (P) Professional & Vocational. Dimension: 235 x 155. .
This book provides a modern introductory tutorial on specialized theoretical aspects of spatial and temporal modeling. The areas covered involve a range of topics which reflect the diversity of this domain of research across a number of quantitative disciplines. For instance, the first chapter provides up-to-date coverage of particle association measures that underpin the theoretical properties of recently developed random set methods in space and time otherwise known as the class of probability hypothesis density framework (PHD filters). The second chapter gives an overview of recent advances in Monte Carlo methods for Bayesian filtering in high-dimensional spaces. In particular, the ... Read more
This book provides a modern introductory tutorial on specialized theoretical aspects of spatial and temporal modeling. The areas covered involve a range of topics which reflect the diversity of this domain of research across a number of quantitative disciplines. For instance, the first chapter provides up-to-date coverage of particle association measures that underpin the theoretical properties of recently developed random set methods in space and time otherwise known as the class of probability hypothesis density framework (PHD filters). The second chapter gives an overview of recent advances in Monte Carlo methods for Bayesian filtering in high-dimensional spaces. In particular, the ... Read more
Product Details
Publisher
Springer Verlag, Japan Japan
Number of pages
115
Format
Paperback
Publication date
2015
Series
SpringerBriefs in Statistics
Condition
New
Number of Pages
124
Place of Publication
Tokyo, Japan
ISBN
9784431553359
SKU
V9784431553359
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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