Advances and Challenges in Space-time Modelling of Natural Events

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Porcu, Emilio (Επιμελητής έκδοσης), Montero, José–María (Επιμελητής έκδοσης), Schlather, Martin (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Σειρά: Lecture Notes in Statistics, 207
• Θέματα: 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...

Πίνακας περιεχομένων:

• 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.