Title : ( Statistical inference for the lifetime performance index based on generalized order statistics from exponential distribution )
Authors: mohammad vali Ahmadi , Mahdi Doostparast , Jafar Ahmadi ,Access to full-text not allowed by authors
Abstract
In manufacturing industries, the lifetime of an item is usually characterized by a random variable X, and considered to be satisfactory if X exceeds a given lower lifetime limit L. The probability of a satisfactory item is then eta_L:=P(X> L), called {\\\\em conforming rate}. In industrial companies, however, the lifetime performance index, proposed by Montgomery [1] and denoted by C_L, is widely used as a process capability index instead of the conforming rate. Assuming a parametric model for the random variable X, we show that there is a connection between the conforming rate and the lifetime performance index. Consequently, the statistical inferences about eta_L and C_L are equivalent. Hence, we restrict ourselves to statistical inference for C_L based on generalized order statistics which contains several ordered data models such as usual order statistics, progressively Type-II censored data and records. Various point and interval estimators for the parameter C_L are obtained and optimal critical regions for the hypothesis testing problems concerning C_L are proposed. Finally, two real data sets on the lifetimes of insulating fluid and ball bearings, due to Nelson [2] and Caroni [44], respectively, and a simulated sample are analyzed.
Keywords
Confidence interval; Credible interval; Exponential distribution; Hypothesis testing; Lifetime performance index@article{paperid:1034684,
author = {Ahmadi, Mohammad Vali and Doostparast, Mahdi and Ahmadi, Jafar},
title = {Statistical inference for the lifetime performance index based on generalized order statistics from exponential distribution},
journal = {International Journal of Systems Science},
year = {2015},
volume = {46},
number = {6},
month = {June},
issn = {0020-7721},
pages = {1094--1107},
numpages = {13},
keywords = {Confidence interval;
Credible interval; Exponential distribution;
Hypothesis testing; Lifetime performance index},
}
%0 Journal Article
%T Statistical inference for the lifetime performance index based on generalized order statistics from exponential distribution
%A Ahmadi, Mohammad Vali
%A Doostparast, Mahdi
%A Ahmadi, Jafar
%J International Journal of Systems Science
%@ 0020-7721
%D 2015