Literature DB >> 15631742

[Application of "time series analysis" in the prediction of schistosomiasis prevalence in areas of "breaking dikes or opening sluice for waterstore" in Dongting Lake areas, China].

Xiao-yong Sai1, Zhi-ying Zhang, De-zhong Xu, Yong-ping Yan, Liang-shou Li, Kai-ping Cai, Yue-sheng Li, Xiao-nong Zhou.   

Abstract

OBJECTIVE: To provide the fittest model for forecasting schistosomiasis prevalence in Haokou village of "breaking dikes or opening sluice for waterstore" in Dongting Lake areas by comparing the results of Moving Average, Exponential Smoothing, Autoregressive Model and Autoregressive integrated moving average model (ARIMA model) from 1990 to 2002.
METHODS: Error sum of square of four statistical methods was compared and the fittest model was chosen.
RESULTS: Error sum of square of predicted schistosomiasis prevalence rates in Haokou village from 1994 to 2002 were 39.40, 39.86, 26.63, 22.54 respectively.
CONCLUSION: ARIMA model seemed to be the fittest one in the prediction of schistosomiasis prevalence in Haokou village of "breaking dikes or opening sluice for waterstore" in Dongting Lake from 1990 to 2002.

Entities:  

Mesh:

Year:  2004        PMID: 15631742

Source DB:  PubMed          Journal:  Zhonghua Liu Xing Bing Xue Za Zhi        ISSN: 0254-6450


  4 in total

1.  Application of an autoregressive integrated moving average model for predicting the incidence of hemorrhagic fever with renal syndrome.

Authors:  Qi Li; Na-Na Guo; Zhan-Ying Han; Yan-Bo Zhang; Shun-Xiang Qi; Yong-Gang Xu; Ya-Mei Wei; Xu Han; Ying-Ying Liu
Journal:  Am J Trop Med Hyg       Date:  2012-08       Impact factor: 2.345

2.  Monitoring schistosomiasis risk in East China over space and time using a Bayesian hierarchical modeling approach.

Authors:  Yi Hu; Michael P Ward; Congcong Xia; Rui Li; Liqian Sun; Henry Lynn; Fenghua Gao; Qizhi Wang; Shiqing Zhang; Chenglong Xiong; Zhijie Zhang; Qingwu Jiang
Journal:  Sci Rep       Date:  2016-04-07       Impact factor: 4.379

3.  Three Gorges Dam: Impact of Water Level Changes on the Density of Schistosome-Transmitting Snail Oncomelania hupensis in Dongting Lake Area, China.

Authors:  Jin-Yi Wu; Yi-Biao Zhou; Yue Chen; Song Liang; Lin-Han Li; Sheng-Bang Zheng; Shao-ping Zhu; Guang-Hui Ren; Xiu-Xia Song; Qing-Wu Jiang
Journal:  PLoS Negl Trop Dis       Date:  2015-06-26

4.  State-space forecasting of Schistosoma haematobium time-series in Niono, Mali.

Authors:  Daniel C Medina; Sally E Findley; Seydou Doumbia
Journal:  PLoS Negl Trop Dis       Date:  2008-08-13
  4 in total

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