A comparison of the sequential Gaussian and Markov-Bayes simulation methods for small samples

Mathematical Geology

Volumn 30, Issue 8, 1998, Pages 1011-1032

  Fredericks, Anja Kannengieser ^a   Newman, Ken B ^b  

^a University of Idaho ^*  (United States)

^b UNIVERSITY OF IDAHO   (United States)

Author keywords

GSLIB; Kriging; Spatial statistics; Stochastic simulation

Indexed keywords

COMPARATIVE STUDY; GEOSTATISTICS; KRIGING;

EID: 0032461884     PISSN: 08828121     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1021785726483     Document Type: Article

References (15)

1. Cleveland, W. S., 1979, Robust locally weighted regression and smoothing scatterplots: Jour, of the Am. Stat. Assoc., v. 74, no. 368, p. 829-836.
2. Cressie, N., 1991, Statistics for spatial data: Wiley, New York, 900 p.
3. Deutsch, C. V., and Journel, A. G., 1992, GSLIB: Geostatistical software library users guide: Oxford University Press, New York, 340 p.
4. Englund, E. J., Weber, D., and Leviant, N., 1992, The effects of sampling design parameters on block selection: Math. Geology, v. 24, no. 3, p. 329-343.
5. Gotway, C. A., and Rutherford, B. M., 1994, Stochastic simulation for imaging spatial uncertainty: comparison and evaluation of available algorithms, in Armstrong, M., and Dowd, P. A., eds., Geostatistical simulation: Kluwer Academic Publishers, Dordrecht, The Netherlands, p. 1-21.
6. Journel, A. G., 1989, Short course in geology: Fundamentals of geostatistics in five lessons: 28th International Geological Congress, Washington, D.C., 36 p.
7. Journel, A. G., 1994, Resampling from stochastic simulations (with discussion): Environmental and Ecological Statistics, v. 1, p. 63-91.
8. Kempthorne, O., 1979, The design and analysis of experiments (corrected reprint): Robert E. Krieger Publishing, Huntington, NY, 631 p.
9. Murphy, T. D., and Brown, K. E., 1993, Combining geostatistics and simulation to predict sulfur at a central Illinois coal mine: Mining Engineering, v. 45, no. 3, p. 284-287.
10. Puente, C. E., and Bras, R. L., 1986, Disjunctive kriging, universal kriging, or no kriging: Small sample results with simulated fields: Math. Geology, v. 18, no. 3, p. 287-305.
11. Rendu, J. M., 1980, Disjunctive kriging: Comparison of theory with actual results: Math. Geology, v. 12, no. 4, p. 305-320.
12. Steel, R. G. D., and Torrie, J. H., 1980, Principles and procedures of statistics, 2nd Ed.: McGraw-Hill, New York, 633 p.
13. Weber, D., and Englund, E. J., 1992, Evaluation and comparison of spatial interpolators: Math. Geology, v. 24, no. 4, p. 381-391.
14. Zhu, H., 1991, Modeling mixture of spatial distributions with integration of soft data: unpublished PhD dissertation, Dept. of Applied Earth Science, Stanford University, Stanford, Ca, 310 p.
15. Zhu, H., and Journel, A. G., 1993, Formatting and integrating soft data: Stochastic imaging via the Markov-Bayes algorithm, in Soares, A., ed., Geostatistics Troia '92, Vol 1: Kluwer Academic Publishers, Dordrecht, The Netherlands, p. 1-12.