Información General

• Autores: Nhu D. Le, James V. Zidek
• Editores: New York : Springer, 2006
• Año de publicación: 2006
• País: Estados Unidos
• Idioma: inglés
• ISBN: 978-0-387-26209-3, 978-0-387-35429-3
• Texto completo no disponible (Saber más ...)

Resumen

• This book provides a broad introduction to the subject of environmental space-time processes, addressing the role of uncertainty. It covers a spectrum of technical matters from measurement to environmental epidemiology to risk assessment. It showcases non-stationary vector-valued processes, while treating stationarity as a special case. In particular, with members of their research group the authors developed within a hierarchical Bayesian framework, the new statistical approaches presented in the book for analyzing, modeling, and monitoring environmental spatio-temporal processes. Furthermore they indicate new directions for development.

Otros catálogos

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Índice

• First encounters.- Case study.- Uncertainty.- Measurement.- Modelling.- Covariances.- Classical approaches.- Bayesian kriging.- Hierarchical methods.- Multivariate modelling.- Network design.- Extremes.- Risk assessment.- R tutorial.