Comparison of ARIMA and Random Forest time series models for prediction of avian influenza H5N1 outbreaks

BACKGROUND: Time series models can play an important role in disease prediction. Incidence data can be used to predict the future occurrence of disease events. Developments in modeling approaches provide an opportunity to compare different time series models for predictive power. RESULTS: We applied...

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Detalles Bibliográficos
Autores principales: Kane, Michael J, Price, Natalie, Scotch, Matthew, Rabinowitz, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2014
Materias:
Methodology Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4152592/
https://www.ncbi.nlm.nih.gov/pubmed/25123979
http://dx.doi.org/10.1186/1471-2105-15-276

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