Bahadur efficiency for certain goodness-of-fit tests based on the empirical characteristic function

被引:6
作者
Meintanis, Simos [1 ,2 ,3 ]
Milosevic, Bojana [3 ]
Obradovic, Marko [3 ]
机构
[1] Natl & Kapodistrian Univ Athens, Dept Econ, Athens, Greece
[2] Northwest Univ, Pure & Appl Analyt, Potchefstroom, South Africa
[3] Univ Belgrade, Fac Math, Belgrade, Serbia
关键词
Goodness-of-fit test; Bahadur efficiency; Empirical characteristic function; Normality test; Exponentiality test; EXPONENTIALITY TESTS; STATISTICS; OPTIMALITY; PARAMETER; FAMILIES;
D O I
10.1007/s00184-022-00891-0
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
We study the Bahadur efficiency of several weighted L2-type goodness-of-fit tests based on the empirical characteristic function. The methods considered are for normality and exponentiality testing, and for testing goodness-of-fit to the logistic distribution. Our results are helpful in deciding which specific test a potential practitioner should apply. For the celebrated BHEP and energy tests for normality we obtain novel efficiency results, with some of them in the multivariate case, while in the case of the logistic distribution this is the first time that efficiencies are computed for any composite goodness-of-fit test.
引用
收藏
页码:723 / 751
页数:29
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