Constructing and Maintaining a Beta Process Distribution for Bayesian Quality Audit Systems | Publication

Title	Constructing and Maintaining a Beta Process Distribution for Bayesian Quality Audit Systems
Creator	唐揆 Tang, Kwei;Peters, M.;Tang, J.
Contributor	企管系
Date	1987
Date Issued	24-Aug-2016 17:42:21 (UTC+8)
Summary	The process distribution of a manufacturing process which reflects past experience with the quality levels of outgoing lots is an indispensible input of the Bayesian quality audit systems. A distance-method estimator for the process distribution is developed and shown to be superior to the commonly used method-of-moments estimator. In a continuous manufacturing process, the process distribution needs to be updated after each new lot is inspected. Several updating procedures including the posterior distribution, the exponential smoothing method, the moving window method and the all periods method are proposed and compared by a simulation study.
Relation	IIE Transactions, 19(1), 98-106
Type	article
DOI	http://dx.doi.org/10.1080/07408178708975375

dc.contributor	企管系
dc.creator (作者)	唐揆	zh_TW
dc.creator (作者)	Tang, Kwei;Peters, M.;Tang, J.
dc.date (日期)	1987
dc.date.accessioned	24-Aug-2016 17:42:21 (UTC+8)	-
dc.date.available	24-Aug-2016 17:42:21 (UTC+8)	-
dc.date.issued (上傳時間)	24-Aug-2016 17:42:21 (UTC+8)	-
dc.identifier.uri (URI)	http://nccur.lib.nccu.edu.tw/handle/140.119/100723	-
dc.description.abstract (摘要)	The process distribution of a manufacturing process which reflects past experience with the quality levels of outgoing lots is an indispensible input of the Bayesian quality audit systems. A distance-method estimator for the process distribution is developed and shown to be superior to the commonly used method-of-moments estimator. In a continuous manufacturing process, the process distribution needs to be updated after each new lot is inspected. Several updating procedures including the posterior distribution, the exponential smoothing method, the moving window method and the all periods method are proposed and compared by a simulation study.
dc.format.extent	124 bytes	-
dc.format.mimetype	text/html	-
dc.relation (關聯)	IIE Transactions, 19(1), 98-106
dc.title (題名)	Constructing and Maintaining a Beta Process Distribution for Bayesian Quality Audit Systems
dc.type (資料類型)	article
dc.identifier.doi (DOI)	10.1080/07408178708975375
dc.doi.uri (DOI)	http://dx.doi.org/10.1080/07408178708975375