Collecting spatial data : optimum design of experiments for random fields
著者
書誌事項
Collecting spatial data : optimum design of experiments for random fields
Springer, c2007-c2010
3rd rev. and ext. ed
- : pbk
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注記
Includes bibliographical references and indexes
"With 37 figures and 8 tables"
"Originally published in the series: Contributions to statistics by Physica-Verlag Heidelberg, Germany" -- T.p. verso
内容説明・目次
内容説明
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.
目次
Fundamentals of Spatial Statistics.- Fundamentals of Experimental Design.- Exploratory Designs.- Designs for Spatial Trend Estimation.- Design and Dependence.- Multipurpose Designs.
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