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Academic & Professional Books  Reference  Physical Sciences  Mathematics

Interpolation of Spatial Data Some Mathemeatics for Kriging

By: M L Stein
275 pages
Publisher: Springer Nature
Interpolation of Spatial Data
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  • Interpolation of Spatial Data ISBN: 9780387986296 Hardback Jun 1999 Not in stock: Usually dispatched within 1-2 weeks
    £119.99
    #115589
Price: £119.99
About this book Contents Customer reviews Related titles

About this book

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.

Contents

Introduction.- Properties of Random Fields.- Asymptotic Properties of Linear Predictors.- Equivalence of Gaussian Measures and Linear Prediction.- Integration of Random Fields.- Estimating Parameters of Autocovariance Functions.- Discussion.

Customer Reviews

By: M L Stein
275 pages
Publisher: Springer Nature
Media reviews

From a review: GEODERMA "the book is written with great care and dedication. Soil geostatisticians that are not easily scared off by mathematics will find this book to be a rich source of inspiration for many years to come."

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