Title :
Estimation of abrupt changes in sentinel observation data of influenza epidemics in Japan
Author :
Saito, Masaya M. ; Imoto, Seiya ; Yamaguchi, Ryo ; Miyano, S. ; Higuchi, Tatsuro
Author_Institution :
Inst. of Stat. Math., Tachikawa, Japan
Abstract :
Sentinel observations of influenza epidemic in each prefecture indicates basically unimodal trend but with irregular shocks, which are synchronous among prefectures. In this study, we have examined the possibility that the observed treads can be modeled by SIR with stochastic outer force added. The result shows that this is formally possible but large outer forces are needed in some prefecture.
Keywords :
diseases; epidemics; stochastic processes; Japan; SIR; abrupt change estimation; influenza epidemics; prefectures; sentinel observation data; stochastic outer force; Tin;
Conference_Titel :
Information Fusion (FUSION), 2013 16th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-605-86311-1-3