Journal of the Iranian Statistical Society, Volume (19), No (1), Year (2020-6) , Pages (39-57)

Title : ( Bounds for CDFs of Order Statistics Arising from INID Random Variables )

Authors: Jaber Kazempoor ,

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Abstract

In recent decades, studying order statistics arising from independent and not necessary identically distributed (INID) random variables has been a main remarkable for researchers. To provide the cumulative distribution function (CDF) of these random variables (Fi:n) is a complex manipulating, long time consuming and a softwareintensive tool that takes considerable time. Therefore, to obtain approximations and bounds for Fi:n and other theoretical properties of these variables, such as moments, quantiles, characteristic functions, and some related probabilities, has always been a main challenge. Recently, Bayramoglu (2018), [7], has introduced a set of CDFs (F[i]), whose definitions are based on a point to point ordering of the original CDFs (Fi), that can be used to approximate the CDF of i-th order statistics (Fi:n). Furthermore, new approximations for F1:n and Fn:n, as well as for other cases, are derived. Comparisons with respect to approximations suggested by Bayramoglu [7] are also provided.

Keywords

, Approximation, bounds, cumulative distribution function, independent and not necessary identically distributed, order statistics.
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@article{paperid:1077041,
author = {Kazempoor, Jaber},
title = {Bounds for CDFs of Order Statistics Arising from INID Random Variables},
journal = {Journal of the Iranian Statistical Society},
year = {2020},
volume = {19},
number = {1},
month = {June},
issn = {1726-4057},
pages = {39--57},
numpages = {18},
keywords = {Approximation; bounds; cumulative distribution function; independent and not necessary identically distributed; order statistics.},
}

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%0 Journal Article
%T Bounds for CDFs of Order Statistics Arising from INID Random Variables
%A Kazempoor, Jaber
%J Journal of the Iranian Statistical Society
%@ 1726-4057
%D 2020

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