Statistical Analysis of Environmental Space-Time Processes
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...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
New York, NY
Springer New York
2006, 2006
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| Edition: | 1st ed. 2006 |
| Series: | Springer Series in Statistics
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
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