EMLK2D: A computer program for spatial estimation using empirical maximum likelihood kriging

Computers and Geosciences

Volumn 31, Issue 3, 2005, Pages 361-370

  Pardo Igúzquiza, Eulogio ^a   Dowd, Peter A ^b  

^a UNIVERSITY OF LEEDS   (United Kingdom)

^b UNIVERSITY OF ADELAIDE   (Australia)

Author keywords

Bayesian estimation; Conditional unbiasedness; Geostatistics; Linear kriging; Maximum likelihood; Posterior distribution

Indexed keywords

COMPUTER PROGRAMMING; COMPUTER PROGRAMMING LANGUAGES; DATA REDUCTION; FUNCTIONS; PROBABILITY DISTRIBUTIONS; PROBLEM SOLVING; STATISTICAL METHODS;

GAUSSIAN DOMAIN; LIKELIHOOD RATIO; SPATIAL ESTIMATION;

MAXIMUM LIKELIHOOD ESTIMATION;

GEOSTATISTICS; KRIGING; MAXIMUM LIKELIHOOD ANALYSIS; SPATIAL ANALYSIS;

EID: 13844272083     PISSN: 00983004     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cageo.2004.09.020     Document Type: Article

References (15)

1. J.-P. Chilès A. Delfiner Geostatistics: Modelling Spatial Uncertainty 1999 Wiley, Interscience New York 695 p
2. C.V. Deutsch DECLUS: A Fortran 77 program for determining optimum spatial declustering weights Computer & Geosciences 15 3 1989 325-332
3. C.V. Deutsch A.G. Journel GSLIB. Geostatistical Software Library and User's Guide 1992 Oxford University Press New York 340 p
4. P.A. Dowd Lognormal kriging: The general case Mathematical Geology 14 5 1982 475-499
5. C.A. Gotway The use of conditional simulation in nuclear waste-site performance assessment Technometrics 36 2 1994 129-141
6. G. Matheron A simple substitute for conditional expectation: The disjunctive kriging. In: M. Guarascio D. David C. Huijbregts (Eds.). Advanced Geostatitics in the Mining Industry 1975 D. Reidel Publishing Company Boston 221-236
7. A. Papoulis Probability, Random Variables and Stochastic Processes second ed 1984 McGraw-Hill New York 576 p
8. E. Pardo-Igúzquiza MLREML: A computer program for the inference of spatial covariance parameters by maximum likelihood and restricted maximum likelihood Computers & Geosciences 23 2 1997 153-162
9. E. Pardo-Igúzquiza P.A. Dowd The second-order stationary universal kriging model revisited Mathematical Geology 30 4 1998 347-378
10. E. Pardo-Igúzquiza P.A. Dowd A case study of model selection and parameter inference with application in uncertainty analysis Nonrenewable Resources 7 1 1998 63-74
11. Pardo-Igúzquiza, E., Dowd, P.A., 2004. Empirical maximum likelihood kriging: The general case. Mathematical Geology, accepted for publication
12. H.W. Press S.A. Teukolsky W.T. Vetterling B.P. Flannery Numerical Recipes in Fortran second ed 1992 Cambridge University Press New York 963 p
13. J. Rivoirard Introduction to Disjunctive Kriging and Nonlinear Geostatistics 1994 Oxford University Press Oxford (UK) 181 p
14. S.R. Schrage A more portable Fortran random number generator ACM Transactions on Mathematical Software 5 2 1979 132-138
15. G. Verly The block distribution given a point multivariate normal distribution. In: G. Verly (Ed.). Geostatistics for Natural Resources Characterization, Part 1 1984 Reidel Dordrecht 495-515