Spatial and spatio-temporal geostatistical modeling and kriging /

• Main Author: Montero, José María
• Other Authors: Fernández-Avilés, Gema, Mateu, Jorge
• Format: eBook
• Language: English
• Published: Chichester, West Sussex, UK : John Wiley and Sons, Inc., 2015.
• Series: Wiley series in probability and statistics.
• Subjects: Geology > Statistical methods.; Kriging.; SCIENCE > Earth Sciences > Geography.; SCIENCE > Earth Sciences > Geology.; Electronic books.

Statistical Methods for Spatial and Spatio-Temporal Data Analysis provides a complete range of spatio-temporal covariance functions and discusses ways of constructing them. This book is a unified approach to modeling spatial and spatio-temporal data together with significant developments in statisti...

Table of Contents:

• From classical statistics to geostatistics
• Geostatistics: preliminaries
• Structural analysis
• Spatial prediction and kriging
• Geostatistics and spatio-temporal random functions
• Spatio-temporal structural analysis (I): empirical semivariogram and covariogram estimation and model fitting
• Spatio-temporal structural analysis (II): theoretical covariance models
• Spatio-temporal prediction and kriging
• An introduction to functional geostatistics
• Appendices A: Spectral representations
• Appendices B: Probabilistic aspects of
• Basic theory on restricted maximum likelihood
• Most relevant proofs (Chapter 7)
• Bibliography and further reading
• Index
• Supplemental Images
• Wiley Series in Probability and Statistics.