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Time series analysis in predicting the oro-maxillo-facial traumas

机译:时间序列分析预测口腔颌面部创伤

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A subject of high interest in epidemiology is to register monthly and yearly the prevalence of certain diseases, in order to make prognosis regarding the expected number of new patients. It is suitable to solve these sorts of problems by treating these monthly reports as time series and making forecasts through the modelling methods of Time Series Analysis. Our paper propose this approach in making forecasts about the expected number of 4 types of oro-maxillo-facial traumas at patients from Iasi, during a period of 8 months (May 2015-December 2015) based on 11 years records made within the Oro-Maxillo-Facial Surgery Clinic, "Sf. Spiridon" Emergency Hospital Iasi. The forecasts were made in SPSS 16.0, using the Expert Modeler module, and the best suitable models found were Simple Seasonal Exponential Smoothing and Simple Exponential Smoothing. The paper presents the results of this analysis and the predicted values, with 95% confidence intervals.
机译:流行病学高度关注的一个主题是每月和每年对某些疾病的流行进行登记,以便就新患者的预期数量做出预后。通过将这些月度报告视为时间序列并通过时间序列分析的建模方法进行预测,很适合解决此类问题。我们的研究提出了这种方法,根据在Oro-雅西市急症医院“ Spiridon科”上颌面外科诊所。使用专家建模器模块在SPSS 16.0中进行了预测,发现的最合适的模型是简单季节性指数平滑和简单指数平滑。本文以95%的置信区间显示了此分析的结果和预测值。

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