Interpolation of Spatial Data Some Theory for Kriging
Description
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.
Keywords
MathematicsProbability & StatisticsStochastic ProcessesScienceEarth SciencesGeographyGeology
1999Book
Author(s)Michael Leonard Stein
PublisherSpringer Science & Business Media
ISBN9780387986296
LanguageEnglish
