Advances and Challenges in Space-time Modelling of Natural Events

• Corporate Author: SpringerLink (Online service)
• Other Authors: Porcu, Emilio (Editor), Montero, José–María (Editor), Schlather, Martin (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Series: Lecture Notes in Statistics, 207
• Subjects: Statistics.; Earth sciences.; Statistical Theory and Methods.; Statistics for Life Sciences, Medicine, Health Sciences.; Earth Sciences, general.

This book arises as the natural continuation of the International Spring School "Advances and Challenges in Space-Time modelling of Natural Events," which took place in Toledo (Spain) in March 2010. This Spring School above all focused on young researchers (Master students, PhD students an...

Table of Contents:

• Introduction to the Book: Space-Time Random Fields by J.M. Montero, E. Porcu, M. Schlather and G. Fernández-Avilés
• Random Fields Defined on Hilbert Spaces by Hao Zhang
• Some Problems Relating Isotropic Covariance Functions by Michael L. Stein and Emilio Porcu
• Multivariate Random Fields and Robustness in Spatial Statistics by Marc G. Genton
• Spatial and Space-Time Extreme Value Theory for Random Fields by Martin Schlather
• Space-Time Second Order Properties of Random Fields by Emilio Porcu, J.Maria Montero and Gema Fernández-Avilés
• Gaussian Markov Random Fields by Finn Lindgren
• A Journey through non Gaussian Random Fields by Denis Allard
• Space-Time Design for Gaussian Random Fields by Werner Müller
• Simulation of Stochastic Processes and Inference by Maria Dolores Ruiz Medina
• Space Time Point Processes by Thordis Thorarinsdottir.