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Spatio-temporal design :advances in ...

Mateu, Jorge,

Spatio-temporal design :advances in efficient data acquisition /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Spatio-temporal design :edited by Jorge Mateu, Werner G. Müller.
Reminder of title:	advances in efficient data acquisition /
other author:	Mateu, Jorge,
Published:	Chichester, West Sussex, United Kingdom :Wiley,2013.
Description:	xx, 349 p. :ill. ;24 cm.
Subject:	Sampling (Statistics)
Online resource:	http://www.loc.gov/catdir/enhancements/fy1307/2012027161-t.html
Online resource:	http://catalogimages.wiley.com/images/db/jimages/9780470974292.jpg
Online resource:	http://www.loc.gov/catdir/enhancements/fy1307/2012027161-d.html
ISBN:	9780470974292 (hbk.) :

Spatio-temporal design :advances in efficient data acquisition /
Spatio-temporal design :advances in efficient data acquisition /edited by Jorge Mateu, Werner G. Müller. - Chichester, West Sussex, United Kingdom :Wiley,2013. - xx, 349 p. :ill. ;24 cm. - Statistics in practice.

Includes bibliographical references and index.

"A state-of-the-art presentation of optimum spatio-temporal sampling design - bridging classic ideas with modern statistical modeling concepts and the latest computational methods.Spatio-temporal Design presents a comprehensive state-of-the-art presentation combining both classical and modern treatments of network design and planning for spatial and spatio-temporal data acquisition. A common problem set is interwoven throughout the chapters, providing various perspectives to illustrate a complete insight to the problem at hand.Motivated by the high demand for statistical analysis of data that takes spatial and spatio-temporal information into account, this book incorporates ideas from the areas of time series, spatial statistics and stochastic processes, and combines them to discuss optimum spatio-temporal sampling design.Spatio-temporal Design: Advances in Efficient Data Acquisition: Provides an up-to-date account of how to collect space-time data for monitoring, with a focus on statistical aspects and the latest computational methods Discusses basic methods and distinguishes between design and model-based approaches to collecting space-time data. Features model-based frequentist design for univariate and multivariate geostatistics, and second-phase spatial sampling. Integrates common data examples and case studies throughout the book in order to demonstrate the different approaches and their integration. Includes real data sets, data generating mechanisms and simulation scenarios. Accompanied by a supporting website featuring R code. Spatio-temporal Design presents an excellent book for graduate level students as well as a valuable reference for researchers and practitioners in the fields of applied mathematics, engineering, and the environmental and health sciences"--

ISBN: 9780470974292 (hbk.) :NT$3085

LCCN: 2012027161Subjects--Topical Terms:

182291
Sampling (Statistics)

LC Class. No.: QA276.6 / .S63 2013

Dewey Class. No.: 001.4/33

Spatio-temporal design :advances in efficient data acquisition /
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245 0 0 $a Spatio-temporal design : $b advances in efficient data acquisition / $c edited by Jorge Mateu, Werner G. Müller.
260 $a Chichester, West Sussex, United Kingdom : $b Wiley, $c 2013.
300 $a xx, 349 p. : $b ill. ; $c 24 cm.
490 0 $a Statistics in practice
504 $a Includes bibliographical references and index.
520 $a "A state-of-the-art presentation of optimum spatio-temporal sampling design - bridging classic ideas with modern statistical modeling concepts and the latest computational methods.Spatio-temporal Design presents a comprehensive state-of-the-art presentation combining both classical and modern treatments of network design and planning for spatial and spatio-temporal data acquisition. A common problem set is interwoven throughout the chapters, providing various perspectives to illustrate a complete insight to the problem at hand.Motivated by the high demand for statistical analysis of data that takes spatial and spatio-temporal information into account, this book incorporates ideas from the areas of time series, spatial statistics and stochastic processes, and combines them to discuss optimum spatio-temporal sampling design.Spatio-temporal Design: Advances in Efficient Data Acquisition: Provides an up-to-date account of how to collect space-time data for monitoring, with a focus on statistical aspects and the latest computational methods Discusses basic methods and distinguishes between design and model-based approaches to collecting space-time data. Features model-based frequentist design for univariate and multivariate geostatistics, and second-phase spatial sampling. Integrates common data examples and case studies throughout the book in order to demonstrate the different approaches and their integration. Includes real data sets, data generating mechanisms and simulation scenarios. Accompanied by a supporting website featuring R code. Spatio-temporal Design presents an excellent book for graduate level students as well as a valuable reference for researchers and practitioners in the fields of applied mathematics, engineering, and the environmental and health sciences"-- $c Provided by publisher.
520 $a "Provides a comprehensive state-of-the-art presentation combining both classical and modern treatments of network design and planning for spatial and spatio-temporal data acquisition"-- $c Provided by publisher.
650 0 $a Sampling (Statistics) $3 182291
650 0 $a Spatial analysis (Statistics) $3 185012
700 1 $a Mateu, Jorge, $3 709801
700 1 $a Müller, W. G. $q (Werner G.), $3 709802
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856 4 2 $3 Publisher description $u http://www.loc.gov/catdir/enhancements/fy1307/2012027161-d.html

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