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删失线性模型的经验似然诊断
Diagnostic Measures for Censored Linear Models based on Empirical Likelihood Method
【摘要】 基于经验似然方法对删失线性模型进行统计诊断.首先介绍基于经验似然方法的线性模型的统计诊断;其次将删失线性模型转换为线性模型,并对转换后的模型进行统计诊断;最后通过模拟计算和实例分析说明了诊断方法的有效性.
【Abstract】 In this paper,the diagnostic measures for censored linear models are studied based on the empirical likelihood method.First,the diagnostic measures for linear models are studied;Then,the censored linear models are converted to linear models,and the diagnostic measures for converted models are studied;Last,simulation studies and real data analysis are given to illustrate the validity of statistical diagnostic measures.
【关键词】 经验似然;
模型转换;
统计诊断;
有效性;
【Key words】 Empirical likelihood; model convert; statistical diagnosis; validity;
【Key words】 Empirical likelihood; model convert; statistical diagnosis; validity;
【基金】 国家自然科学基金(NSFC11171065);江苏省自然科学基金(NSFJSBK2011058);江苏理工学院博士启动基金(KYY11052);江苏理工学院研究基金(JG13022)资助
- 【文献出处】 应用概率统计 ,Chinese Journal of Applied Probability and Statistics , 编辑部邮箱 ,2013年05期
- 【分类号】O212
- 【被引频次】5
- 【下载频次】92