Theoretical Aspects of Spatial-Temporal Modeling

Theoretical Aspects of Spatial-Temporal Modeling

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 provi...

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Bibliographic Details
Published in:Springer eBooks
Corporate Author: SpringerLink (Online service)
Other Authors: Peters, Gareth William (Editor), Matsui, Tomoko (Editor)
Format: eBook
Language:English
Published: Tokyo : Springer Japan : Imprint: Springer, 2015.
Edition:1st ed. 2015.
Series:SpringerBriefs in Statistics,
Subjects:
Statistics.
Statistical Theory and Methods.
Statistics and Computing/Statistics Programs.
Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.
Online Access:http://dx.doi.org/10.1007/978-4-431-55336-6
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Table of Contents:
  • 1  Particle association measures and multiple target tracking(Pierre Del Moral and Jeremie Houssineau)
  • 2 An Overview of Recent Advances in Monte-Carlo Methods for Bayesian Filtering in High-dimensional Spaces (François Septier and Gareth W. Peters)
  • 3 Spectral Measures of α-stable Distributions: An overview and natural applications in Wireless Communications (Nourddine Azzaoui, Laurent Clavier, Arnaud Guillin and Gareth W. Peters)
  • 4 Networks, Random Graphs and Percolation (Philippe Deprez and Mario V. Wüthrich).

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