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題名 Optimal Variable Sample Size and Sampling Interval MSE Chart Based on Improved Square Root Transformation
作者 Cheng,Yu-Ting;Yang,Chih-Ching;Wu,Sou-Chein
貢獻者 統計系
關鍵詞 Improved square root transformation; Mean square error; Variable sample size and sampling interval
日期 2013-02
上傳時間 2-Dec-2014 15:48:08 (UTC+8)
摘要 In the field of statistical process control (SPC), control charts for attributes are widely used to detect the out-of-control condition by checking the number of nondefective units or nondefective in a sample. In this article, we use the average time to signal (ATS) and the average number of observations to signal (ANOS) to evaluate the performance of the optimal variable sample size and sampling interval (VSSI) improved square root transformation (ISRT) mean square error (MSE) (VSSI_ ISRT_ MSE) control chart for attribute data. In addition, this control chart will be used to monitor: (1) the difference between the process mean and the target value, and (2) the process variance shifts. We found that the optimal VSSI_ ISRT_ MSE chart performs better than the specific VSSI, the optimal variable sampling interval (VSI), and the fixed parameters (FP) ISRT_MSE charts. An example is given to illustrate this new proposed approach.
關聯 Communications in Statistics - Simulation and Computation, 42(3),534-551
資料類型 article
DOI http://dx.doi.org/10.1080/03610918.2011.649226
dc.contributor 統計系en_US
dc.creator (作者) Cheng,Yu-Ting;Yang,Chih-Ching;Wu,Sou-Cheinen_US
dc.date (日期) 2013-02en_US
dc.date.accessioned 2-Dec-2014 15:48:08 (UTC+8)-
dc.date.available 2-Dec-2014 15:48:08 (UTC+8)-
dc.date.issued (上傳時間) 2-Dec-2014 15:48:08 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/71776-
dc.description.abstract (摘要) In the field of statistical process control (SPC), control charts for attributes are widely used to detect the out-of-control condition by checking the number of nondefective units or nondefective in a sample. In this article, we use the average time to signal (ATS) and the average number of observations to signal (ANOS) to evaluate the performance of the optimal variable sample size and sampling interval (VSSI) improved square root transformation (ISRT) mean square error (MSE) (VSSI_ ISRT_ MSE) control chart for attribute data. In addition, this control chart will be used to monitor: (1) the difference between the process mean and the target value, and (2) the process variance shifts. We found that the optimal VSSI_ ISRT_ MSE chart performs better than the specific VSSI, the optimal variable sampling interval (VSI), and the fixed parameters (FP) ISRT_MSE charts. An example is given to illustrate this new proposed approach.en_US
dc.format.extent 307554 bytes-
dc.format.mimetype application/pdf-
dc.language.iso en_US-
dc.relation (關聯) Communications in Statistics - Simulation and Computation, 42(3),534-551en_US
dc.subject (關鍵詞) Improved square root transformation; Mean square error; Variable sample size and sampling intervalen_US
dc.title (題名) Optimal Variable Sample Size and Sampling Interval MSE Chart Based on Improved Square Root Transformationen_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1080/03610918.2011.649226-
dc.doi.uri (DOI) http://dx.doi.org/10.1080/03610918.2011.649226-