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Collecting Spatial Data: Optimum Design of Experiments for Random Fields (Contributions to Statistics) - Softcover
Inhaltsangabe
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. A new methodology, so-called approximate information matrices, are employed to cope with the problem of correlated observations. A great number of relevant references are collected and put into a common perspective. The theoretical investigations are accompanied by a practical example, the redesign of an Upper-Austrian air pollution monitoring network. A reader should be able to find respective theory and recommendations on how to efficiently plan a specific purpose spatial monitoring network. The revised edition contains additional material and exercises.
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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. A new methodology, so-called approximate information matrices, are employed to cope with the problem of correlated observations. A great number of relevant references are collected and put into a common perspective. The theoretical investigations are accompanied by a practical example, the redesign of an Upper-Austrian air pollution monitoring network. A reader should be able to find respective theory and recommendations on how to efficiently plan a specific purpose spatial monitoring network. The revised edition contains additional material and exercises.
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- VerlagPhysica-Verlag GmbH & Co
- Erscheinungsdatum2001
- ISBN 10 3790813338
- ISBN 13 9783790813333
- EinbandTapa blanda
- SpracheEnglisch
- Anzahl der Seiten208
- Kontakt zum HerstellerNicht verfügbar
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Collecting Spatial Data: Optimum Design of Experiments for Random Fields (Contributions to Statistics)
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paperback. Zustand: Good. Good. book. Bestandsnummer des Verkäufers D8S0-3-M-3790813338-3
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