Statistical Analysis of Environmental Space-Time Processes (Springer Series in Statistics)
Statistical Analysis of Environmental Space-Time Processes (Springer Series in Statistics) By Nhu D. Le James V. Zidek
2006 | 176 Pages | ISBN: 0387262091 | PDF | 3 MB
2006 | 176 Pages | ISBN: 0387262091 | PDF | 3 MB
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.