| Description |
xiv, 291 pages : illustrations, maps ; 25 cm |
| Contents |
1. Introduction -- A. From Statistics to Geostatistics. 2. Mean, Variance, Covariance. 3. Linear Regression and Simple Kriging. 4. Kriging the Mean -- B. Geostatistics. 5. Regionalized Variable and Random Function. 6. Variogram Cloud. 7. Variogram and Covariance Function. 8. Examples of Covariance Functions. 9. Anisotropy. 10. Extension and Dispersion Variance. 11. Measures and Plots of Dispersion. 12. Ordinary Kriging. 13. Kriging Weights. 14. Mapping with Kriging. 15. Linear Model of Regionalization. 16. Kriging Spatial Components. 17. The Smoothness of Kriging -- C. Multivariate Analysis. 18. Principal Component Analysis. 19. Canonical Analysis. 20. Correspondence Analysis -- D. Multivariate Geostatistics. 21. Direct and Cross Covariances. 22. Covariance Function Matrices. 23. Intrinsic Multivariate Correlation. 24. Heterotopic Cokriging. 25. Isotopic Cokriging. 26. Multivariate Nested Variogram. 27. Coregionalization Analysis. 28. Kriging a Complex Variable |
|
29. Bilinear Coregionalization Model -- E. Non-Stationary Geostatistics. 30. External Drift. 31. Universal Kriging. 32. Translation Invariant Drift -- Matrix Algebra -- Linear Regression Theory -- Covariance and Variogram Models |
| Bibliography |
Includes bibliographical references and index |
| Subject |
Geology -- Statistical methods.
|
|
Multivariate analysis.
|
| LC no. |
98036206 |
| ISBN |
354064721X (hc) |
|
