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Tuberculosis in the Terengganu region: Forecast and dataanalysis

机译:登嘉楼地区的结核病:预测和数据分析

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In this study we analyse tuberculosis (TB) data from Jabatan Kesihatan Negeri Terengganu (2008) byapplying linear trend, quadratic trend, simple moving average, simple exponential smoothing and Holt's trend correctedexponential smoothing. Accuracy of these time series approaches are measured by computing the variance between theextrapolation model and the actual data. The study shows that Holt's trend corrected exponential smoothing is the bestforecasting model, followed by the quadratic trend model. The results also show that people aged between 35-44 years old,male, Malay, unemployed or have an income lower than RM 1000 per month are in a high risk group to be infected by TB.We also forecast TB cases for 2009 until 2013 and the result suggests that the numbers of TB cases are expected to increase.
机译:在这项研究中,我们通过应用线性趋势,二次趋势,简单移动平均线,简单指数平滑和Holt趋势校正指数平滑分析了Jabatan Kesihatan Negeri Terengganu(2008)的结核病数据。这些时间序列方法的准确性通过计算外推模型与实际数据之间的方差来衡量。研究表明,Holt的趋势校正指数平滑法是最佳预测模型,其次是二次趋势模型。结果还显示,年龄在35-44岁之间,男性,马来人,失业或收入低于RM 1000的人群属于结核病高危人群。我们还预测2009年至2013年的结核病病例结果表明,结核病例数有望增加。

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