Statistical Analysis of Environmental Space-Time Processes

• Κύριοι συγγραφείς: Le, Nhu D. (Συγγραφέας), Zidek, James V. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2006.
• Σειρά: Springer Series in Statistics,
• Θέματα: Environment.; Earth sciences.; Epidemiology.; Statistics.; Ecotoxicology.; Environmental Monitoring/Analysis.; Earth Sciences, general.; Statistical Theory and Methods.

This book provides a broad introduction to the fascinating subject of environmental space-time processes; addressing the role of uncertainty. Within that context, it covers a spectrum of technical matters from measurement to environmental epidemiology to risk assessment. It showcases non-stationary...

Πίνακας περιεχομένων:

• Environmental Processes
• First Encounters
• Case Study
• Uncertainty
• Measurement
• Modeling
• Space-Time Modeling
• Covariances
• Spatial Prediction: Classical Approaches
• Bayesian Kriging
• Hierarchical Bayesian Kriging
• Design and Risk Assessment
• Multivariate Modeling***
• Environmental Network Design
• Extremes
• Implementation
• Risk Assessment
• A Tutorial in R
• Appendices
• References.