Time series analysis of weekly influenza-like illness rate using a one-year period of factors in random forest regression
Author:
Affiliation:
1. Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences
2. Shenzhen Center for Disease Control and Prevention
3. Shenzhen Health Information Center
Publisher
International Research and Cooperation Association for Bio & Socio-Sciences Advancement (IRCA-BSSA)
Subject
General Biochemistry, Genetics and Molecular Biology,General Medicine,Health (social science)
Link
https://www.jstage.jst.go.jp/article/bst/11/3/11_2017.01035/_pdf
Reference17 articles.
1. 1. Earn DJ, He D, Loeb MB, Fonseca K, Lee BE, Dushoff J. Effects of school closure on incidence of pandemic influenza in Alberta, Canada. Ann Intern Med. 2012; 156:173-181.
2. 2. Cauchemez S, Valleron AJ, Boëlle PY, Flahault A, Ferguson NM. Estimating the impact of school closure on influenza transmission from Sentinel data. Nature. 2008; 452:750-754.
3. 3. Heymann AD, Hoch I, Valinsky L, Kokia E, Steinberg DM. School closure may be effective in reducing transmission of respiratory viruses in the community. Epidemiol Infect. 2009; 137:1369-1376.
4. 4. Chatfield C. The analysis of time series: An introduction. CRC press, New York, USA, 2016; pp. 1-15.
5. 5. Box GE, Jenkins GM, Reinsel GC. Time series analysis: Forecasting and control. John Wiley & Sons, Hoboken, New Jersey, USA, 2015; pp. 92-100.
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