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矩约束条件下的广义经验似然
Generalized Empirical Likelihood with Moment Restrictions
【摘要】 讨论矩约束条件下的广义经验似然比统计量族以及相应的性质。此统计量实际上是B aggerly(1998)所介绍的广义经验似然比统计量的一种推广。在一定条件下,证明了此分布族中的统计量与Ow en(1988)和Q in and L aw less(1994)的经验似然是一阶渐近等价的。因此,这些统计量的分布均是渐近于2χ分布,相应的估计也都满足相合性和渐近正态性。
【Abstract】 The family of generalized empirical likelihood ratio statistics with moment restrictions,which is a generalization of Baggerly,is investigated.It is shown that the statistics in the family are all fist-order equivalent to empirical likelihood of Owen and Qin and Lawless under suitable conditions.Hence,they are all asymptotically χ~2 distributed and the corresponding estimators of the parameters are all consistent and asymptotically normal.
【关键词】 广义经验似然;
经验似然;
矩约束;
【Key words】 generalized empirical likelihood; empirical likelihood; moment restrictions;
【Key words】 generalized empirical likelihood; empirical likelihood; moment restrictions;
【基金】 国家自然科学基金资助项目(10161004)
- 【文献出处】 广西师范大学学报(自然科学版) ,Journal of Guangxi Normal University(Natural Science Edition) , 编辑部邮箱 ,2006年01期
- 【分类号】O212
- 【被引频次】2
- 【下载频次】149