[PDF] Statistical Methods for Spatio-Temporal Systems (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)

ISBN: 1584885939

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Posted on 2018-01-22, by luongquocchinh.

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Author: Barbel Finkenstadt | Publisher: Chapman and Hall/CRC | Category: Mathematics | Language: English | Page: 286 | ISBN: 1584885939 | ISBN13: 9781584885931 |

Description: Statistical Methods for Spatio-Temporal Systems presents current statistical research issues on spatio-temporal data modeling and will promote advances in research and a greater understanding between the mechanistic and the statistical modeling communities. Contributed by leading researchers in the field, each self-contained chapter starts with an introduction of the topic and progresses to recent research results. Presenting specific examples of epidemic data of bovine tuberculosis, gastroenteric disease, and the U.K. foot-and-mouth outbreak, the first chapter uses stochastic models, such as point process models, to provide the probabilistic backbone that facilitates statistical inference from data.

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