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題名 A Phase II Sign-Based Ratio-of-dispersions Control Chart
作者 楊素芬
Yang, Su-Fen;Chou, Yu-Cheng
貢獻者 統計系
日期 2026-06
上傳時間 3-Sep-2026 09:21:28 (UTC+8)
摘要 For a distribution-free bivariate quality variable, we propose a sign-based ratio-of-dispersions control chart to monitor changes in the ratio of two variances. Under in-control conditions, and assuming that the process covariance matrix is known, this ratio can be equivalently expressed as the difference between the two variances. Based on this idea, we derive an unbiased estimator for the difference of the sample variances, along with its mean and variance. Using these results, we construct a sign-based ratio-of-variances control chart. Numerical studies demonstrate the properties and detection performance of the proposed chart under three different bivariate distributions. Keywords: Sign control chart; ratio of variances; bivariate distribution.
關聯 The 40th International Workshop on Statistical Modelling (IWSM2026), OSLO University
資料類型 conference
dc.contributor 統計系
dc.creator (作者) 楊素芬
dc.creator (作者) Yang, Su-Fen;Chou, Yu-Cheng
dc.date (日期) 2026-06
dc.date.accessioned 3-Sep-2026 09:21:28 (UTC+8)-
dc.date.available 3-Sep-2026 09:21:28 (UTC+8)-
dc.date.issued (上傳時間) 3-Sep-2026 09:21:28 (UTC+8)-
dc.identifier.uri (URI) https://ah.lib.nccu.edu.tw/item?item_id=184727-
dc.description.abstract (摘要) For a distribution-free bivariate quality variable, we propose a sign-based ratio-of-dispersions control chart to monitor changes in the ratio of two variances. Under in-control conditions, and assuming that the process covariance matrix is known, this ratio can be equivalently expressed as the difference between the two variances. Based on this idea, we derive an unbiased estimator for the difference of the sample variances, along with its mean and variance. Using these results, we construct a sign-based ratio-of-variances control chart. Numerical studies demonstrate the properties and detection performance of the proposed chart under three different bivariate distributions. Keywords: Sign control chart; ratio of variances; bivariate distribution.
dc.format.extent 462328 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) The 40th International Workshop on Statistical Modelling (IWSM2026), OSLO University
dc.title (題名) A Phase II Sign-Based Ratio-of-dispersions Control Chart
dc.type (資料類型) conference