TY - BOOK AU - Montero,Jose-Maria AU - Fernandez-Aviles,Gema AU - Mateu,Jorge TI - Spatial and spatio-temporal geostatistical modeling and kriging T2 - Wiley series in probability and statistics SN - 9781118413180 U1 - 000SB:551 23 PY - 2015/// CY - Chichester PB - John Wiley and Sons, Inc. KW - Geology KW - Statistical methods KW - Kriging N1 - Includes bibliographical references and index; 1. From classical statistics to geostatistics-- 2. Geostatistics: preliminaries-- 3. Structural analysis-- 4. Spatial prediction and kriging-- 5. Geostatistics and spatio-temporal random functions-- 6. Spatio-temporal structural analysis (I): empirical semivariogram and covariogram estimation and model fitting-- 7. Spatio-temporal structural analysis (II): theoretical covariance models-- 8. Spatio-temporal prediction and kriging-- 9. An introduction to functional geostatistics-- Appendices-- Bibliography and further reading-- Index N2 - 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. ER -