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密度比模型下两独立总体方差比的半参数推断

Semiparametric Inference of the Ratio of Variances from Independent Populations Under a Density Ratio Model
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摘要 提出一种基于半参数密度比模型,推断两独立总体方差比的方法.蒙特卡洛模拟结果显示该方法具有良好的覆盖概率,因此是有效的.同时还提出了方差比的Bootstrap置信区间,并把它运用在一组真实案例上. A method based on the semiparametric density ratio model to make inference about the variance ratio of two independent populations was proposed. Monte Carlo simulation result shows that the method has a good coverage probability and, therefore, is effective. A Bootstrap confidence interval of the variance ratio was also proposed and was used in a real-world example.
作者 彭凯 PENG Kai(Department of Applied Mathematics,Nanjing University of Finance and Economics,Nanjing,Jiangsu 210023,China)
出处 《宜宾学院学报》 2019年第12期106-109,共4页 Journal of Yibin University
关键词 密度比模型 经验似然 Bootstrap置信区间 方差比 半参数模型 density ratio model empirical likelihood Bootstrap confidence interval variance ratio semi-parametric model
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