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Spatial and spatio-temporal geostatistical modeling and kriging / Jose-Maria Montero, Gema Fernandez-Aviles and Jorge Mateu.

By: Contributor(s): Material type: TextTextSeries: Wiley series in probability and statisticsPublication details: Chichester : John Wiley and Sons, Inc., c2015.Description: xxii, 357 p. : illustrations ; 24 cmISBN:
  • 9781118413180
Subject(s): DDC classification:
  • 000SB:551 23 M778
Contents:
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.
Summary: 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.
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Holdings
Item type Current library Call number Status Date due Barcode Item holds
Books ISI Library, Kolkata 000SB:551 M778 (Browse shelf(Opens below)) Available 136473
Total holds: 0

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.

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.

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