Collecting Spatial Data: Optimum Design of Experiments for Random Fields / Edition 3

Collecting Spatial Data: Optimum Design of Experiments for Random Fields / Edition 3

by Werner G. Muller
ISBN-10:
3642068294
ISBN-13:
9783642068294
Pub. Date:
10/14/2010
Publisher:
Springer Berlin Heidelberg

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Overview

Collecting Spatial Data: Optimum Design of Experiments for Random Fields / Edition 3

The book is concerned with the statistical theory for locating spatial sensors. It bridges the gap between spatial statistics and optimum design theory. After introductions to those two fields the topics of exploratory designs and designs for spatial trend and variogram estimation are treated. Special attention is devoted to describing new methodologies to cope with the problem of correlated observations.

Product Details

ISBN-13: 9783642068294
Publisher: Springer Berlin Heidelberg
Publication date: 10/14/2010
Edition description: Softcover reprint of hardcover 3rd ed. 2007
Pages: 242
Product dimensions: 6.10(w) x 9.25(h) x 0.24(d)

Table of Contents

Fundamentals of Spatial Statistics.- Fundamentals of Experimental Design.- Exploratory Designs.- Designs for Spatial Trend Estimation.- Design and Dependence.- Multipurpose Designs.

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