Analytical expressions of conditional mean, covariance, and sample functions in geostatistics

Stochastic Hydrology and Hydraulics

Volumn 10, Issue 4, 1996, Pages 279-294

  Kitanidis, Peter K ^a  

^a Stanford University   (United States)

Author keywords

Conditional; Interpolation; Kriging; Linear estimation; Splines

Indexed keywords

EID: 0011179446     PISSN: 09311955     EISSN: None     Source Type: Journal    
DOI: 10.1007/BF01581870     Document Type: Article

References (13)

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4. Gutjahr, A.; Bullard, B.; Hatch, S.; Hughson, L. 1994: Joint conditional simulations and the spectral approach for flow modeling, Stoch. Hydrol. Hydraul. 8(1), 79-108
5. Hardy, R.L. 1990: Theory and applications of the multiquadric-biharmonic method: 20 years of discovery, Computers Math. Applic. 19(8/9), 163-208
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7. Kitanidis, P.K. 1986: Parameter uncertainty in estimation of spatial functions: Bayesian analysis, Water Resour. Res. 22(4), 499-507
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9. Matheron, G. 1971: The Theory of Regionalized Variables and Its Applications, Centre de Morphologie Mathematique de Fontainebleau
10. Matheron, G. 1981: Splines and kriging: Their formal equivalence, in Down-To-Earth Statistics: Solutions Looking for Geological Problems, edited by D.F. Merriam, pp. 77-95, Syracuse Univ. Geological Contributions, Syracuse
11. Micchelli, C.A. 1986: Interpolation of scattered data: Distance matrices and conditionally positive definite functions, Constructive Approximation 2, 11-22
12. Strang, G. 1988: Linear Algebra and Its Applications, 505 pp., Harcourt Brace Jovanovich, San Diego
13. Watson, G.S. 1984: Smoothing and interpolation by kriging and with splines, Math. Geology 16(6), 601-615