Inference of spatial indicator covariance parameters by maximum likelihood using MLREML

Computers and Geosciences

Volumn 24, Issue 5, 1998, Pages 453-464

  Pardo Igúzquiza, Eulogio ^a  

^a UNIVERSITY OF READING   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

GEOSTATISTICS; INDICATOR KRIGING;

EID: 0032525681     PISSN: 00983004     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0098-3004(98)00015-6     Document Type: Article

References (12)

1. Dietrich, C. R. and Osborne, M. R. (1991) Estimation of the covariance parameters in kriging via the restricted maximum likelihood. Mathematical Geology 23(1), 119-135.
2. Hoeksema, R. J. and Kitanidis, P. K. (1985) Analysis of the spatial structure of properties of selected aquifers. Water Resources Research 21(4), 563-572.
3. Journel, A. G. (1983) Non-parametric estimation of spatial distributions. Mathematical Geology 15(3), 445-468.
4. Journel, A. G. and Alabert, F. (1989) Non-Gaussian data expansion in the Earth sciences. Terra Nova 1, 123-134.
5. Kitanidis, P. K. (1983) Statistical estimation of polynomial generalized covariance functions and hydrologic applications. Water Resources Research 19(2), 909-921.
6. Kitanidis, P. K. (1987) Parametric estimation of covariances of regionalized variables. Water Resources Bulletin 23(4), 671-680.
7. Kitanidis, P. K. and Lane, R. W. (1985) Maximum likelihood parameter estimation of hydrologic spatial process by the Gauss-Newton method. Journal of Hydrology 73, 53-71.
8. Mardia, K. V. and Marshall, R. J. (1984) Maximum likelihood estimation of models for residual covariance in spatial regression. Biometrika 71(1), 135-146.
9. Mardia, K. V. and Watkins, A. J. (1989) On multimodality of the likelihood in the spatial linear model. Biometrika 76(2), 289-295.
10. Pardo-Igúzquiza, E. (1997) MLREML: a computer program for the inference of spatial covariance parameters by maximum likelihood and restricted maximum likelihood. Computers & Geosciences 23(2), 153-162.
11. Pardo-Igúzquiza, E. (1998) Maximum likelihood estimation of spatial covariance parameters. Mathematical Geology 30(1), 95-108.
12. Zimmerman, D. L. (1989) Computationally efficient restricted maximum likelihood estimation of generalized covariance functions. Mathematical Geology 21(7), 655-672.