Application of Bootstrap Re-sampling Method to a Categorical Data of HIV/AIDS Spread across different Social-Economic Classes

A. O. Bello, F. Oguntolu, O. Adetutu, Nyor Ngutor, J. P. Ojedokun
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引用次数: 3

Abstract

This research reports on the relationship and significance of social-economic factors (age, sex, employment status) and modes of HIV/AIDS transmission to the HIV/AIDS spread. Logistic regression model, a form of probabilistic function for binary response was used to relate social-economic factors (age, sex, employment status) to HIV/AIDS spread. The statistical predictive model was used to project the likelihood response of HIV/AIDS spread with a larger population using 10,000 Bootstrap re-sampling observations.
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自举重抽样方法在不同社会经济阶层艾滋病传播分类数据中的应用
本研究报告了社会经济因素(年龄、性别、就业状况)和HIV/AIDS传播方式与HIV/AIDS传播的关系和意义。Logistic回归模型是二元响应的一种概率函数形式,用于将社会经济因素(年龄、性别、就业状况)与艾滋病毒/艾滋病传播联系起来。利用统计预测模型,利用10000次Bootstrap重抽样观测,预测更大人群中艾滋病毒/艾滋病传播的可能性响应。
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