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Statistical Analysis Of Environmental Space-Time Processes 2006 Edition at Meripustak

Statistical Analysis Of Environmental Space-Time Processes 2006 Edition

Books from same Author: Nhu D. Le James V. Zidek

Books from same Publisher: Springer

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    • General Information  
    Author(s)Nhu D. Le James V. Zidek
    PublisherSpringer
    ISBN9780387262093
    Pages342
    BindingHardback
    LanguageEnglish
    Publish YearJune 2006

    Description

    Springer Statistical Analysis Of Environmental Space-Time Processes 2006 Edition by Nhu D. Le James V. Zidek

    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. Table of contents : 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.