A compositional approach to indicator kriging

GIS and Spatial Analysis - 2005 Annual Conference of the International Association for Mathematical Geology, IAMG 2005

Volumn , Issue , 2005, Pages 651-656

  Tolosana Delgado, R ^a   Pawlowsky Glahn, V ^a   Egozcue, J J ^b   Van Den Boogaart, K G ^c  

^a UNIVERSITY OF GIRONA   (Spain)

^b UNIVERSITAT POLITÈCNICA DE CATALUNYA   (Spain)

^c UNIVERSITY OF GREIFSWALD   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

GEOLOGY; INTERPOLATION;

BAYESIAN; CUMULATIVE DISTRIBUTION FUNCTION; INDICATOR KRIGING; ISOMETRIC LOG-RATIO TRANSFORM; PROBABILITY FUNCTIONS;

ESTIMATION;

EID: 77957947275     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. Aitchison, J., 1986. The Statistical Analysis of Compositional Data, Monographs on Statistics and Applied Probability. Chapman Hall Ltd., London (UK).
2. Egozcue, J.J., V. Pawlowsky-Glahn, G. Mateu-Figueras, and C. Barceló-Vidal, 2003. Isometric logratio transformations for compositional data analysis. Math. Geol., 35(3), 279-300.
3. Haas, A. and Ph. Formery, 2002. Uncertainties in facies proportion estimation I. Theoretical framework: The Dirichlet distribution. Math. Geol. 34(6), 679-702.
4. Journel, A., 1983. Nonparametric estimation of spatial distributions, Math. Geol. 15(3), 445-468.
5. Mateu-Figueras, G., V. Pawlowsky-Glahn, and C. Barceló-Vidal, 2003. Distributions on the simplex. In Thió- Henestrosa and Martín-Fernández (2003).
6. Matheron, G., 1976. A simple substitute for the conditional expectation: The disjunctive kriging, p. 221-236. In: Guarascio, David, and Huijbregts (eds) Advanced Geostatistics in the Mining Industry, vol. 24 of NATO Advances Study Institute Series; Series C: Mathematical and Physical Sciences, D. Reidel Publishing Company, Dordrecht (NL).
7. Myers, D.E., 1982. Matrix formulation of co-kriging. Math. Geol. 14(3) 249-257.
8. Pawlowsky-Glahn, V., 2003. Statistical modelling on coordinates. In Thió-Henestrosa and Martín-Fernández (2003).
9. Pawlowsky-Glahn, V. and R.A. Olea, 2004. Geostatistical Analysis of Compositional Data, Studies in Mathematical Geology (7). Oxford University Press.
10. Thió-Henestrosa, S. and J.A. Martín-Fernández, editors, 2003. Compositional Data Analysis Workshop - CoDaWork'03, Proceedings. Universitat de Girona.