Spatio-Temporal Analysis of Epidemic Phenomena Using the R Package surveillance

Spatio-Temporal Analysis of Epidemic Phenomena Using the R Package surveillance

The availability of geocoded health data and the inherent temporal structure of communicable diseases have led to an increased interest in statistical models and software for spatio-temporal data with epidemic features. The open source R package surveillance can handle various levels of aggregation...

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Bibliographic Details
Main Authors: Sebastian Meyer, Leonhard Held, Michael Höhle
Format: Article
Language:English
Published: Foundation for Open Access Statistics 2017-05-01
Series:Journal of Statistical Software
Subjects:
spatio-temporal surveillance data
endemic-epidemic modeling
infectious disease epidemiology
self-exciting point process
multivariate time series of counts
branching process with immigration
Online Access:https://www.jstatsoft.org/index.php/jss/article/view/2440

Internet

https://www.jstatsoft.org/index.php/jss/article/view/2440

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