Collecting Spatial Data

Name: Collecting Spatial Data
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642068294
Price: 100.0 EUR
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Optimum Design of Experiments for Random Fields

Autor: Werner G. Müller

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

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The book is concerned with the statistical theory for locating spatial sensors. It bridges the gap b...

Informácie o knihe

Autor

Werner G. Müller

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2010

Stránok

242

EAN

9783642068294

ISBN

3642068294

Enbook ID

01652033

Vydavateľ

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Hmotnosť

397

Rozmery

155 x 235 x 15

Kompletný popis

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.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. 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 third edition takes into account the rapid development in the area of spatial statistics by including new relevant research and references. The revised edition contains additional material on design for detecting spatial dependence and for estimating parametrized covariance functions.

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Collecting Spatial Data

Optimum Design of Experiments for Random Fields

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