Model-based Geostatistics

• Κύριοι συγγραφείς: Diggle, Peter J. (Συγγραφέας), Ribeiro, Paulo J. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York, 2007.
• Σειρά: Springer Series in Statistics,
• Θέματα: Earth sciences.; Statistics.; Earth Sciences.; Earth Sciences, general.; Statistical Theory and Methods.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.

Geostatistics is concerned with estimation and prediction problems for spatially continuous phenomena, using data obtained at a limited number of spatial locations. The name reflects its origins in mineral exploration, but the methods are now used in a wide range of settings including public health...

Πίνακας περιεχομένων:

• An overview of model-based geostatistics
• Gaussian models for geostatistical data
• Generalized linear models for geostatistical data
• Classical parameter estimation
• Spatial prediction
• Bayesian inference
• Geostatistical design.