A HYPOTHESIS TESTING PROCEDURE OF ASSESSMENT FOR THE LIFETIME PERFORMANCE INDEX UNDER A GENERAL CLASS OF INVERSE EXPONENTIATED DISTRIBUTIONS WITH PROGRESSIVE TYPE I INTERVAL CENSORING

被引:0
|
作者
Kayal, Tanmay [1 ]
Tripathi, Yogesh Mani [1 ]
Wu, Shu-Fei [2 ]
机构
[1] Indian Inst Technol Patna, Dept Math, Bihta 801106, India
[2] Tamkang Univ, Dept Stat, New Taipei, Taiwan
来源
关键词
Progressive type I interval censoring; Inverse exponentiated distributions; Maximum likelihood estimator; Process capability index; ALGORITHMIC PROCEDURE; WEIBULL DISTRIBUTION; PRODUCTS;
D O I
10.14317/jami.2019.105
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
One of the main objective of manufacturing industries is to assess the capability performance of different processes. In this paper, we use the lifetime performance index C-L as a criterion to measure larger-thebetter type quality characteristic for evaluating the product performance. The lifetimes of products are assumed to follow a general class of inverted exponentiated distributions. We use maximum likelihood estimator to estimate the lifetime performance index under the assumption that data are progressive type I interval censored. We also obtain asymptotic distribution of this estimator. Based on this estimator, a new hypothesis testing procedure is developed with respect to a given lower specification limit. Finally, two numerical examples are discussed in support of the proposed testing procedure.
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页码:105 / 121
页数:17
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