亚洲儿童死亡率建模:亚洲人类发展的思考

Anwar Fitrianto , Imam Hanafi , Tan Li Chui
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引用次数: 4

摘要

采用多元线性回归模型对2010年亚洲5岁以下儿童死亡率及其相关因素进行建模。通过数据分析,找出影响亚洲儿童死亡率的因素。通过相关分析来检验各变量之间的关系,并找出数据中多重共线性的问题。在拟合多元线性回归后,发现亚洲国家五岁以下儿童的死亡率受到各种形式结核病的病例检出率、报告的麻疹死亡人数、使用改良饮用水源的人口人数和报告的出生创伤人数的显著影响。在这些变量中,确定使用改善饮用水源的人口数量是最重要的因素。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling Asia's Child Mortality Rate: A Thinking of Human Development in Asia

Multiple linear regression model was employed to model child under age of five mortality rate and related factors in Asia of year 2010. Data analysis was carried out to find factors which influence the child mortality in Asia. Correlation analysis was done to check on the relationship among all the variables, as well as to identify the problem of multicollinearity in the data. Having fitted multiple linear regression, it was found that mortality rate of children under age of five in Asia countries are significantly influenced by percentage of case detection for all forms of tuberculosis, number of reported deaths on measles, number of population using an improved drinking water source, and number of birth trauma reported. Among those variable, it was identified that number of population using an improved drinking water source is the most important factor.

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