Importance of orthogonalization algorithm in modeling conditional distributions by orthogonal transformed indicator methods

Mathematical Geology

Volumn 31, Issue 2, 1999, Pages 155-173

  Tercan, A E ^a  

^a HACETTEPE UNIVERSITY   (Turkey)

Author keywords

Factor variograms; Order relations problems; Spatial orthogonality

Indexed keywords

GEOSTATISTICS;

EID: 0032969089     PISSN: 08828121     EISSN: None     Source Type: Journal    
DOI: 10.1023/a:1007557701073     Document Type: Article

References (18)

1. Bourgault, G., and Marcotte, D., 1991, Multivariate variogram and its application to the linear model of coregionalization: Math. Geology, v. 23, no. 7, p. 899-928.
2. Carr, J., 1994, Order relation correction experiments for probability kriging: Math. Geology, v. 26, no. 5, p. 605-621.
3. Davis, M., 1987a, Production of conditional simulations via the LU decomposition of the covariance matrix: Math. Geology, v. 19, no. 2, p. 91-98.
4. Davis, M., 1987b, Generating large stochastic simulations - the matrix polynomial approximation method: Math. Geology, v. 19, no. 2, p. 99-107.
5. De Leeuw, J., and Pruzansky, S., 1978, A new computation method to fit the weighted Euclidean distance model: Psychometrika, v. 43, no. 4, p. 479-493.
6. Deutsch, C. V., and Journel, A. G., 1992, GSLIB: Geostatistical software library and user's guide: Oxford University Press, New York, 340 p.
7. Goovaerts, P., 1993, Spatial orthogonality of the principal components computed from coregionalized variables: Math. Geology, v. 25, no. 3, p. 281-302.
8. Goovaerts, P., 1994, Comparative performance of indicator algorithms for modeling conditional probability distribution functions: Math. Geology, v. 26, no. 3, p. 389-411.
9. Goovaerts, P., 1997, Geostatistics for natural resourses evaluation: Oxford University Press, New York, 433 p.
10. Lajaunie, Ch., 1990, Comparing some approximate methods for building local confidence intervals for predicting regionalized variables: Math. Geology, v. 22, no. 1, p. 123-144.
11. Lajaunie, Ch., 1992, Comment on "indicator principal component kriging," Math. Geology, v. 24, no. 5, p. 555-561.
12. Rao, C. R., 1965, Linear statistical inference and its applications: John Wiley & Sons, New York, 522 p.
13. Suro-Perez, V., and Journel, A. G., 1991, Indicator principal component kriging: Math. Geology, v. 23, no. 5, p. 759-788.
14. Suro-Perez, V., and Journel, A. G., 1992, Reply to Lajaunie's comments: Math Geology, v. 24, no. 5, p. 563-565.
15. Tercan, A. E., 1993, Nonparametric methods for estimating conditional distributions and local confidence intervals: Unpublished PhD dissertation, the Department of Mining and Mineral Engineering, The University of Leeds, 156 p.
16. Wackernagel, H., 1995, Multivariate geostatistics: An introduction with applications: Springer-Verlag, Berlin, 256 p.
17. Xie, T., and Myers, D. E., 1995, Fitting matrix-valued variogram models by simultaneous diagonalization, Part I: theory: Math. Geology, v. 27, no. 7, p. 867-875.
18. Xie, T., Myers, D. E., and Long, A. E., 1995, Fitting matrix-valued variogram models by simultaneous diagonalization, Part II: application: Math. Geology, v. 27, no. 7, p. 877-888.