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Statistical Methods for Spatio-Temporal Systems

Name: Statistical Methods for Spatio-Temporal Systems
Brand: Chapman and Hall/CRC
SKU: 9780367390112
Price: 9972.00 INR
Availability: InStock
ISBN: 9780367390112

Contributor(s): Finkenstadt, Barbel Editor , Held, Leonhard Editor , Isham, Valerie Editor Format: Paperback

Paperback · ISBN 9780367390112

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Key Specifications

ISBN	9780367390112
Publisher	Chapman and Hall/CRC
Publication date	October 2019
Language	English
MRP	£70.99 GBP
Page count	314
Item weight	98 g

Devoted to spatio-temporal models, Statistical Methods for Spatio-Temporal Systems presents current statistical research issues on spatio-temporal data modeling that will promote advances in research and a greater understanding between the mechanistic and the statistical modeling communities. The book describes recent advances and presents a variety of statistical methods, including likelihood-based, nonparametric smoothing, spectral, Fourier, wavelet, and Markov chain Monte Carlo. The methods are illustrated with color images as well as real-world examples, case studies, and applications from epidemiology, geology, and climatology. Key topics include point processes, dynamics, modeling, data analysis, Bayesian methods, and geostatistics.

Statistical Methods for Spatio-Temporal Systems

Key Specifications

Finkenstadt, Barbel Editor

Held, Leonhard Editor

Isham, Valerie Editor

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