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    政大機構典藏 > 商學院 > 統計學系 > 期刊論文 >  Item 140.119/71326


    请使用永久网址来引用或连结此文件: https://nccur.lib.nccu.edu.tw/handle/140.119/71326


    题名: A new nonparametric EWMA Sign Control Chart
    作者: Yang,Su-Fen;Lin,Jheng-Sian;Cheng,Smiley W.
    贡献者: 統計系
    关键词: EWMA Sign Chart;Process target;Binomial distribution
    日期: 2011.05
    上传时间: 2014-11-11 11:03:25 (UTC+8)
    摘要: Many data in practice came from a population/process with a non-normal or often unknown distribution, hence the commonly-used Shewhart control chart, which requires normality of the monitoring statistics, is not suitable. In this paper, a new nonparametric EWMA Sign Control Chart is proposed for monitoring and detecting possible deviation from the process target. The sampling properties of the new monitoring statistics are examined and the average run lengths of the proposed chart are derived for evaluating its performance. An example is used to illustrate the proposed chart and compare with other existing charts, assuming normality. Furthermore, an arcsine transformed EWMA Sign Chart is examined and proposed. The average run lengths of the Arcsine EWMA Chart are more reasonable than those of the EWMA Sign Chart. The Arcsine EWMA Sign Chart is recommended if we were concerned with the proper values of the average run length.
    關聯: Expert Systems with Applications,38(5),6239-6243
    数据类型: article
    DOI 連結: http://dx.doi.org/10.1016/j.eswa.2010.11.044
    DOI: 10.1016/j.eswa.2010.11.044
    显示于类别:[統計學系] 期刊論文

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