Statistical Methods for Spatio-Temporal Systems (eBook, PDF)

Redaktion: Finkenstadt, Barbel; Isham, Valerie; Held, Leonhard

• Format: PDF

Produktbeschreibung

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.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 286
• Erscheinungstermin: 20. Oktober 2006
• Englisch
• ISBN-13: 9781420011050
• Artikelnr.: 53350261