Kriging and its relation to least squares
Technical Report
·
OSTI ID:7204187
Kriging is a technique for producing contour maps that, under certain conditions, are optimal in a mean squared error sense. The relation of Kriging to Least Squares is reviewed here. New methods for analyzing residuals are suggsted, ML estimators inspected, and an expression derived for calculating cross-validation error. An example using ground water data is provided.
- Research Organization:
- Brookhaven National Lab., Upton, NY (USA)
- DOE Contract Number:
- AC02-76CH00016
- OSTI ID:
- 7204187
- Report Number(s):
- BNL-38716; ON: DE87002142
- Resource Relation:
- Other Information: Paper copy only, copy does not permit microfiche production
- Country of Publication:
- United States
- Language:
- English
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Related Subjects
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58 GEOSCIENCES
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CALCULATION METHODS
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MATHEMATICS
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990200* - Mathematics & Computers
580203 - Geophysics- Geophysical Survey Methods- (1980-1989)
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MAXIMUM-LIKELIHOOD FIT
NUMERICAL SOLUTION
STATISTICS
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580203 - Geophysics- Geophysical Survey Methods- (1980-1989)