Theoretical Aspects of Spatial-Temporal Modeling

• Corporate Author: SpringerLink (Online service)
• Other Authors: Peters, Gareth William (Editor), Matsui, Tomoko (Editor)
• Format: Electronic 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.

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...

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).