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題名 Monitoring Process Mean with A New EWMA Control Chart
作者 楊素芬
Yang,Su-Fen ; Tsai, Wen-Chi ; Huang, Tzee-Ming ; Yang, Chi-Chin ; Cheng, Smiley
貢獻者 統計系
日期 2011-06
上傳時間 11-Nov-2013 17:48:20 (UTC+8)
摘要 In practice, sometimes the process data did not come from a known population distribution. So the commonly used Shewhart variables control charts are not suitable since their performance could not be properly evaluated. In this paper, we propose a new EWMA Control Chart based on a simple statistic to monitor the small mean shifts in the process with non-normal or unknown distributions. The sampling properties of the new monitoring statistic are explored and the average run lengths of the proposed chart are examined. Furthermore, an Arcsine EWMA Chart is proposed since the average run lengths of the Arcsine EWMA Chart are more reasonable than those of the new EWMA Chart. The Arcsine EWMA Chart is recommended if we are concerned with the proper values of the average run length.
關聯 Revista Produção, 21(2), 217-222
資料類型 article
DOI http://dx.doi.org/10.1590/S0103-65132011005000026
dc.contributor 統計系en_US
dc.creator (作者) 楊素芬zh_TW
dc.creator (作者) Yang,Su-Fen ; Tsai, Wen-Chi ; Huang, Tzee-Ming ; Yang, Chi-Chin ; Cheng, Smiley-
dc.date (日期) 2011-06en_US
dc.date.accessioned 11-Nov-2013 17:48:20 (UTC+8)-
dc.date.available 11-Nov-2013 17:48:20 (UTC+8)-
dc.date.issued (上傳時間) 11-Nov-2013 17:48:20 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/61616-
dc.description.abstract (摘要) In practice, sometimes the process data did not come from a known population distribution. So the commonly used Shewhart variables control charts are not suitable since their performance could not be properly evaluated. In this paper, we propose a new EWMA Control Chart based on a simple statistic to monitor the small mean shifts in the process with non-normal or unknown distributions. The sampling properties of the new monitoring statistic are explored and the average run lengths of the proposed chart are examined. Furthermore, an Arcsine EWMA Chart is proposed since the average run lengths of the Arcsine EWMA Chart are more reasonable than those of the new EWMA Chart. The Arcsine EWMA Chart is recommended if we are concerned with the proper values of the average run length.en_US
dc.format.extent 559014 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) Revista Produção, 21(2), 217-222en_US
dc.title (題名) Monitoring Process Mean with A New EWMA Control Charten_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1590/S0103-65132011005000026en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1590/S0103-65132011005000026en_US