Statistical Methods for Spatio-temporal Systems

Finkenstadt, Barbel (Editor)/ Held, Leonhard (Editor)/ Isham, Valerie (Editor)

ISBN 10: 0367390116 / ISBN 13: 9780367390112

Verlag: Chapman & Hall, 2019

reprint edition. 286 pages. 9.00x6.00x0.75 inches. In Stock. This item is printed on demand. Bestandsnummer des Verkäufers __0367390116

Inhaltsangabe:

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.

Über die Autorin bzw. den Autor: Bärbel Finkenstädt, Leonhard Held, Valerie Isham

Bibliografische Details

Titel: Statistical Methods for Spatio-temporal ...
Verlag: Chapman & Hall
Erscheinungsdatum: 2019
Einband: Paperback
Zustand: Brand New