ON MODIFICATIONS OF THE LINDEBERG AND ROTAR' CONDITIONS IN THE CENTRAL LIMIT THEOREM

被引:4
|
作者
Ibragimov, I. A. [1 ,2 ]
Presman, E. L. [3 ]
Formanov, Sh K. [4 ]
机构
[1] Russian Acad Sci, Steklov Math Inst, St Petersburg Branch, St Petersburg, Russia
[2] St Petersburg State Univ, St Petersburg, Russia
[3] Russian Acad Sci, Cent Econ & Math Inst, Moscow 117428, Russia
[4] Acad Sci Uzbek, VI Romanovskiy Inst Math, Tashkent 100170, Uzbekistan
关键词
central limit theorem; Lindeberg characteristic; nonclassical version of central limit theorem; Rotar' characteristic; Ibragimov-Osipov-Esseen characteristic; REMAINDER;
D O I
10.1137/S0040585X97T990186
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
A modification of the Lindeberg and Rotar' conditions was considered in the papers by Presman and Formanov [Dokl. Math., 99 (2019), pp. 204-207] and [Dokl. Ross. Akad. Nauk Ser. Mat., 485 (2019), pp. 548-552 (in Russian)]. This modification was concerned with the sums of absolute (respectively, difference) moments of order 2 + alpha for the distributions of the summands truncated at the unit level. It was shown that, when checking the normal convergence, it is sufficient, instead of checking the convergence to zero of the Lindeberg or Rotar' characteristics for any epsilon > 0, to check that there exists an alpha > 0 such that a characteristic (introduced in these papers) corresponding to this a converges to zero. Moreover, from the existence of such alpha it follows that the characteristic corresponding to any alpha > 0 also tends to zero. We show that the moment functions can be changed to more general functions and describe the class of such functions.
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页码:648 / 651
页数:4
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