Interpolation of Spatial Data Some Theory for Kriging
Prediction of a random field based on observations of the random field at some set of locations arises in mining, hydrology, atmospheric sciences, and geography. Kriging, a prediction scheme defined as any prediction scheme that minimizes mean squared prediction error among some class of predictors...
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Format: | eBook |
Language: | English |
Published: |
New York, NY
Springer New York
1999, 1999
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Edition: | 1st ed. 1999 |
Series: | Springer Series in Statistics
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Subjects: | |
Online Access: | |
Collection: | Springer Book Archives -2004 - Collection details see MPG.ReNa |
Summary: | Prediction of a random field based on observations of the random field at some set of locations arises in mining, hydrology, atmospheric sciences, and geography. Kriging, a prediction scheme defined as any prediction scheme that minimizes mean squared prediction error among some class of predictors under a particular model for the field, is commonly used in all these areas of prediction. This book summarizes past work and describes new approaches to thinking about kriging |
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Physical Description: | XVII, 249 p online resource |
ISBN: | 9781461214946 |