[Application of exponential smoothing method in prediction and warning of epidemic mumps].

中国疫苗和免疫 Pub Date : 2010-06-01
Yun-ping Shi, Jia-qi Ma
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引用次数: 0

Abstract

Objective: To analyze the daily data of epidemic Mumps in a province from 2004 to 2008 and set up exponential smoothing model for the prediction.

Methods: To predict and warn the epidemic mumps in 2008 through calculating 7-day moving summation and removing the effect of weekends to the data of daily reported mumps cases during 2005-2008 and exponential summation to the data from 2005 to 2007.

Results: The performance of Holt-Winters exponential smoothing is good. The result of warning sensitivity was 76.92%, specificity was 83.33%, and timely rate was 80%.

Conclusions: It is practicable to use exponential smoothing method to warn against epidemic Mumps.

指数平滑法在流行性腮腺炎预测预警中的应用
目的:分析2004 - 2008年某省流行性腮腺炎的日流行数据,建立指数平滑模型进行预测。方法:对2005-2008年流行性腮腺炎日报告病例数据进行7天移动求和,剔除周末影响,对2005- 2007年流行性腮腺炎日报告病例数据进行指数求和,对2008年流行性腮腺炎进行预测和预警。结果:Holt-Winters指数平滑法性能良好。结果提示敏感性为76.92%,特异性为83.33%,及时率为80%。结论:采用指数平滑法对流行性腮腺炎进行预警是可行的。
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