Modeling and Exploring Multivariate Spatial Variation: A Test Procedure for Isotropy of Multivariate Spatial Data

Journal of Multivariate Analysis

Volumn 77, Issue 2, 2001, Pages 295-317

  Jona Lasinio, Giovanna ^a  

^a SAPIENZA UNIVERSITY OF ROME   (Italy)

Author keywords

Cross variogram; multivariate spatial random fields; isotropy; principal component analysis; test

Indexed keywords

EID: 0345878103     PISSN: 0047259X     EISSN: None     Source Type: Journal    
DOI: 10.1006/jmva.2000.1938     Document Type: Article

References (17)

1. Banet A., Lebart L. Local and partial principal component analysis (PCA) and correspondence analysis (CA). Compstat 1984. 1984;Physica-Verlag, Berlin. p. 113-118.
2. Borgman L. E., Frahme R. B. A case study: multivariate properties of bentonite in northeastern Wyoming. Guarascio M. Advanced Geostatistics in the mining industry. 1976;351-390 Reidel, Dordrecht.
3. Calizzi M. A., Bennett K. Ensor criteria air pollutants levels in space and time. Proceedings from the 1998 Joint Statistical Meetings. 1998.
4. Capobianchi A. Analysis of Multivariate Spatial Data. 1998;University of Rome "La Sapienza"Dept. of Statistics, Probability and Applied Statistics.
5. Capobianchi A., Jona-Lasinio G. Exploring multivariate spatial data: Line transect data. Vichi M., Optiz O. Classification and Data Analysis: Theory and Application. 1998;Springer-VerlagClassification, Data Analysis and Knowledge Organization, Berlin/New York.
6. Christakos G. Random Field Models in Earth Sciences. 1992;Academic Press, London.
7. Christakos G., Panagopoulos C. Space transformation methods in the representation of random fields. IEEE Trans. Remote Sensing Geosci. 30:1992;55-70.
8. Cressie N. Statistics for Spatial Data. 1993;Wiley, New York.
9. Davis B. M., Greenes K. A. Estimation using spatially distributed multivariate data: an example with coal quality. Math. Geol. 15:1983;287-300.
10. Di Bella G., Jona-Lasinio G. Including spatial contiguity information in the analysis of multispecific patterns. Environ. Ecol. Statist. 3:1996;269-280.
11. Hewitt R. P. Historical review of the oceanographic approach to fishery research. Calif. Coop. Oceanic Fish. Invest. Rep. 29:1988;27-41.
12. Journel A. G., Huijbregts Ch. J. Mining Geostatistics. 1978;Academic Press, London.
13. Mancuso F. Analisi esplorativi di dati spaziali multivariati: i dati elettorali a Roma dal 1994 al 1996. 1998;University of Rome "La Sapienza"Dipartimento di Statistica, Probabilita, e Statistiche Applicate.
14. Matheron G. The intrinsic random functions and their applications. Adv. Appl. Probab. 5:1973;439-468.
15. Xie T., Myers D. E. Fitting matrix valued models by simultaneous diagonalization, Part I: Theory. Math. Geol. 27:1995;867-875.
16. Xie T., Myers D. E. Fitting matrix valued models by simultaneous diagonalization, Part II: Application. Math. Geol. 27:1995;877-888.
17. Wackernagel H. Multivariate Geostatistics. 1995;Springer-Verlag, Berlin/New York.