Control charts for monitoring the median parameter of Birnbaum-Saunders distribution

被引:14
作者
Bourguignon, Marcelo [1 ]
Ho, Linda Lee [2 ]
Fernandes, Fidel Henrique [1 ]
机构
[1] Univ Fed Rio Grande do Norte, Stat, Natal, RN, Brazil
[2] Univ Sao Paulo, Prod Engn, BR-05508220 Butanta, SP, Brazil
关键词
asymptotic normal distribution; average run length; maximum likelihood estimator; modified moment estimator; simulation; DESIGN;
D O I
10.1002/qre.2632
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, we propose control charts for monitoring the Birnbaum-Saunders (BS) median parameter (scale parameter) on the basis of three estimators. Comparison of the control charts in terms of average run length using probability control limits and those based on asymptotic distribution of three estimators for the median parameter is developed. We also present guidelines for practitioners about the minimum sample size needed to match out-of-control average run length with the asymptotic control limits in function of the median parameter after an extensive simulation study. Numerical example illustrates the applied monitoring of BS median parameter.
引用
收藏
页码:1333 / 1363
页数:31
相关论文
共 16 条
[1]   An Attribute Control Chart Based on the Birnbaum-Saunders Distribution Using Repetitive Sampling [J].
Aslam, Muhammad ;
Arif, Osama H. ;
Jun, Chi-Hyuck .
IEEE ACCESS, 2016, 4 :9350-9360
[2]  
Cheng S.W., 2000, Tamkang Journal of Science and Engineering, V3, P131
[3]   INFERENCES ON THE PARAMETERS OF THE BIRNBAUM-SAUNDERS FATIGUE LIFE DISTRIBUTION BASED ON MAXIMUM-LIKELIHOOD ESTIMATION [J].
ENGELHARDT, M ;
BAIN, LJ ;
WRIGHT, FT .
TECHNOMETRICS, 1981, 23 (03) :251-256
[4]   Design and implementation of CUSUM exceedance control charts for unknown location [J].
Graham, Marien A. ;
Chakraborti, Subha ;
Mukherjee, Amitava .
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2014, 52 (18) :5546-5564
[5]   Design of chart for a Birnbaum Saunders distribution under accelerated hybrid censoring [J].
Khan, Nasrullah ;
Rao, G. Srinivasa ;
Aslam, Muhammad .
JOURNAL OF STATISTICS & MANAGEMENT SYSTEMS, 2018, 21 (08) :1419-1432
[6]  
Leiva V., 2019, Statistical quality technologies: Theory and practice, P21
[7]   A criterion for environmental assessment using Birnbaum-Saunders attribute control charts [J].
Leiva, Victor ;
Marchant, Carolina ;
Ruggeri, Fabrizio ;
Saulo, Helton .
ENVIRONMETRICS, 2015, 26 (07) :463-476
[8]   Capability indices for Birnbaum-Saunders processes applied to electronic and food industries [J].
Leiva, Victor ;
Marchant, Carolina ;
Saulo, Helton ;
Aslam, Muhammad ;
Rojas, Fernando .
JOURNAL OF APPLIED STATISTICS, 2014, 41 (09) :1881-1902
[9]  
Leiva V, 2011, REV COLOMB ESTAD, V34, P147
[10]   A bootstrap control chart for Birnbaum-Saunders percentiles [J].
Lio, Y. L. ;
Park, Chanseok .
QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2008, 24 (05) :585-600