Spatio-temporal Design: Advances in Efficient Data Acquisition (Statistics in Practice)
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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.
Details
- Publisher
- Wiley
- Format
- Hardcover
- Published
- Dec 26, 2012
- ISBN-13
- 9780470974292
- Pages
- 384
- Carton quantity
- 14 copies
Spatio-temporal Design for groups: pricing
Volume pricing applies automatically in your cart. No codes, no account needed.
| Copies | Price per copy | You save |
|---|---|---|
| 25 – 99 | $97.71 | 15% off list |
| 100 – 249 | $96.56 | 16% off list |
| 250 – 499 | $95.41 | 17% off list |
| 500 – 999 | $94.26 | 18% off list |
| 1,000+ | $91.96 | 20% off list |
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