Statistical Methods for Spatio-Temporal Systems
Book Details
Format
Paperback / Softback
ISBN-10
0367390116
ISBN-13
9780367390112
Publisher
Taylor & Francis Ltd
Imprint
Chapman & Hall/CRC
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Oct 2nd, 2019
Print length
312 Pages
Weight
524 grams
Dimensions
15.40 x 23.10 x 2.60 cms
Product Classification:
Probability & statisticsProbability and statisticsBiology, life sciencesGeochemistry
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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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