Spatio-Temporal Design: Advances in Efficient Data Acquisition - Couverture rigide

Couverture rigide

ISBN 10 : 047097429X ISBN 13 : 9780470974292

Editeur : John Wiley & Sons Inc, 2012

Synopsis

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.

A propos du livre

À propos de l'auteur

Jorge Mateu, Department of Mathematics of the University Jaume I of Castellon, Spain,

Werner G. Müller, Department of Applied Statistics, Johannes Kepler University Linz, Austria.

Détails de l'édition

• Éditeur: John Wiley & Sons Inc
• Date d'édition: 2012
• Langue: anglais
• ISBN 10: 047097429X
• ISBN 13: 9780470974292
• Reliure: Relié
• Nombre de pages: 384
• Éditeur: Mateu Jorge, Müller Werner G.
• Coordonnées du fabricant: non disponible
• Personne responsable: non disponible