Second-order asymptotic loss of the MLE of a truncation parameter for a truncated exponential family of distributions

被引:3
|
作者
Akahira, M. [1 ]
Ohyauchi, N. [1 ]
机构
[1] Univ Tsukuba, Inst Math, Ibaraki, Japan
基金
日本学术振兴会;
关键词
Asymptotic variance; maximum likelihood estimator; natural parameter; Pareto distribution; second-order asymptotic loss; truncation parameter; NATURAL PARAMETER; MCLE;
D O I
10.1080/03610926.2015.1117638
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
For a truncated exponential family of distributions with a truncation parameter and a natural parameter as a nuisance parameter, the stochastic expansions of bias-adjusted maximum likelihood estimators and of when is known and when is unknown, respectively, are derived. The second-order asymptotic loss of is also obtained through their asymptotic variances. Further, some examples are given.
引用
收藏
页码:6085 / 6097
页数:13
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