Spatio-Temporal Design

Advances in Efficient Data Acquisition

384 Seiten, Hardcover

Kurzbeschreibung des Verlags

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
• Sprache: Englisch
• Erscheinungsdatum: 26.12.2012
• Größe: 234 x 157 mm
• Verlag: Wiley
• Herausgegeben von: Werner G Müller, Jorge Mateu