Journal of Mahani Mathematical Research Center, Volume (11), No (1), Year (2022-10) , Pages (1-27)

Title : ( STATISTICAL INFERENCE FOR THE NON-CONFORMING RATE OF FGM COPULA-BASED BIVARIATE EXPONENTIAL LIFETIME )

Authors: Zainab Abbasi Ganji , Bahram Sadeghpour Gildeh , Mohammad Amini , Afshin Babaei ,

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Abstract

Lifetime performance index is widely used as process capability index to evaluate the performance and potential of a process. In manufacturing industries, the lifetime of a product is considered to be conforming if it exceeds a given lower threshold value, so nonconforming products are those that fail to exceed this value. Nonconformities are so important that aect the safe or eective use of the products. This article deals with the processes that the products\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\' lifetime is related to a two-component system, distributed as Farlie-Gumbel-Morgenstern (FGM) copula-based bivariate exponential and presents the probability of non-conforming products. Also, bootstrap upper condence bounds are constructed and their performance are investigated in simulation study. In addition, Monte Carlo scheme is applied to do hypothesis testing on it. Finally, two example sets are presented to demonstrate the application of the proposed index.

Keywords

, Lifetime performance index, Farlie-Gumbel-Morgenstern copula, Non-conforming rate, Bootstrap upper condence bound, Monte Carlo procedure.
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@article{paperid:1086933,
author = {Zainab Abbasi Ganji and Sadeghpour Gildeh, Bahram and Amini, Mohammad and Afshin Babaei},
title = {STATISTICAL INFERENCE FOR THE NON-CONFORMING RATE OF FGM COPULA-BASED BIVARIATE EXPONENTIAL LIFETIME},
journal = {Journal of Mahani Mathematical Research Center},
year = {2022},
volume = {11},
number = {1},
month = {October},
issn = {2251-7952},
pages = {1--27},
numpages = {26},
keywords = {Lifetime performance index; Farlie-Gumbel-Morgenstern copula; Non-conforming rate; Bootstrap upper condence bound; Monte Carlo procedure.},
}

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%0 Journal Article
%T STATISTICAL INFERENCE FOR THE NON-CONFORMING RATE OF FGM COPULA-BASED BIVARIATE EXPONENTIAL LIFETIME
%A Zainab Abbasi Ganji
%A Sadeghpour Gildeh, Bahram
%A Amini, Mohammad
%A Afshin Babaei
%J Journal of Mahani Mathematical Research Center
%@ 2251-7952
%D 2022

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