Attribute control chart for multivariate Poisson distribution

被引：74
|
作者：
Chiu, Jing-Er [1 ]
Kuo, Tsen-I [1 ]
机构：
[1] Natl Yunlin Univ Sci & Technol, Dept Ind Engn & Management, Touliu 640, Yunlin, Taiwan
来源：
COMMUNICATIONS IN STATISTICS-THEORY AND METHODS | 2008年 / 37卷 / 01期
关键词：
attribute control chart; average run length; multivariate Poisson distribution;
D O I：
10.1080/03610920701648771
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
In this study, a control chart is constructed to monitor multivariate Poisson count data, called the MP chart. The control limits of the MP chart are developed by an exact probability method based on the sum of defects or non conformities for each quality characteristic. Numerical examples are used to illustrate the MP chart. The MP chart is evaluated by the average run length (ARL) in simulation. The result indicates that the MP chart is more appropriate than the Shewhart-type control chart when the correlation between variables exists.
引用
下载
收藏
页码：146 / 158
页数：13
相关论文
共 50 条
  • [1] An attribute control chart for multivariate Poisson distribution using multiple dependent state repetitive sampling
    Aldosari, Mansour Sattam
    Aslam, Muhammad
    Rao, Gadde Srinivasa
    Jun, Chi-Hyuck
    QUALITY AND RELIABILITY ENGINEERING INTERNATIONAL, 2019, 35 (02) : 627 - 643
  • [2] A control chart for multivariate Poisson distribution using repetitive sampling
    Aslam, Muhammad
    Rao, G. Srinivasa
    Ahmad, Liaquat
    Jun, Chi-Hyuck
    JOURNAL OF APPLIED STATISTICS, 2017, 44 (01) : 123 - 136
  • [3] Control chart for multivariate attribute processes
    Lu, XS
    Xie, M
    Goh, TN
    Lai, CD
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 1998, 36 (12) : 3477 - 3489
  • [4] Control chart for monitoring multivariate COM-Poisson attributes
    Saghir, Aamir
    Lin, Zhengyan
    JOURNAL OF APPLIED STATISTICS, 2014, 41 (01) : 200 - 214
  • [5] Regression-Based Limits for Multivariate Poisson Control Chart
    Kuo, T. I.
    Chiu, J. E.
    IEEM: 2008 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-3, 2008, : 2051 - +
  • [6] Monotonic change-point estimation of multivariate Poisson processes using a multi-attribute control chart and MLE
    Niaki, Seyed Taghi Akhavan
    Khedmati, Majid
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2014, 52 (10) : 2954 - 2982
  • [7] A Distribution-Free Multivariate Control Chart
    Chen, Nan
    Zi, Xuemin
    Zou, Changliang
    TECHNOMETRICS, 2016, 58 (04) : 448 - 459
  • [8] A Shewhart chart with alternated charting statistic to control multivariate Poisson processes
    Leoni, Roberto Campos
    Branco Costa, Antonio Fernando
    COMPUTERS & INDUSTRIAL ENGINEERING, 2020, 145 (145)
  • [9] A new demerit control chart for monitoring the quality of multivariate Poisson processes
    Li, C. I.
    Pan, J. N.
    Huang, M. H.
    JOURNAL OF APPLIED STATISTICS, 2019, 46 (04) : 680 - 699
  • [10] A multivariate control chart for monitoring trivariate Poisson processes with spatial correlation
    Wu C.
    Si S.
    Xibei Gongye Daxue Xuebao/Journal of Northwestern Polytechnical University, 2022, 40 (02): : 288 - 295
12345