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Spatial and spatio-temporal geostatistical modeling and kriging /

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Bibliographic Details
Main Author: Montero, José María
Corporate Author: ebrary, Inc
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.
Electronic books.
Online Access:Connect to the full text of this electronic book
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.