Statistical Methods for Spatio-Temporal Systems
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Overview
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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Details
- ISBN-13: 9780367390112
- ISBN-10: 0367390116
- Publisher: CRC Press
- Publish Date: October 2019
- Dimensions: 9.21 x 6.14 x 0.66 inches
- Shipping Weight: 0.97 pounds
- Page Count: 312
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