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Main Title Spatial and spatio-temporal geostatistical modeling and kriging /
Author Montero, José María.
Other Authors
Author Title of a Work
Fernández-Avilš, Gema.
Mateu, Jorge.
Fernâandez-Avilâes, Gema,
Publisher Wiley,
Year Published 2015
OCLC Number 907621921
ISBN 9781118413180; 1118413180
Subjects Geology--Statistical methods. ; Kriging. ; Geostatistik ; Räumliche Statistik ; Modellierung
Library Call Number Additional Info Location Last
EJAM  QE33.2.S82M66 2015 Region 3 Library/Philadelphia, PA 10/19/2015 DISPERSAL
ELBM  QE33.2.S82M66 2015 AWBERC Library/Cincinnati,OH 02/01/2021
Collation xxii, 357 pages, 16 unnumbered pages of plates : illustrations (some color), maps (some color) ; 24 cm.
Includes bibliographical references and index.
Contents Notes
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 geostatisties - Appendices. A. Spectral representations -- B. Probabilistic aspects of Uij = Z(si) - Z(sj) - C. Basic theory on restricted maximum likelihood -- D. Most relevant proofs. "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 statistical methodology with applications in R."--Publisher's description.