政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/61610

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | Items with full text/Total items : 113303/144284 (79%)
Visitors : 50801433 Online Users : 625

RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.

Home ‧ Login ‧ Upload ‧ Help ‧ About ‧ Administer

政大機構典藏 > 商學院 > 統計學系 > 期刊論文 > Item 140.119/61610

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/61610

Title:	Nonparametric Profile Monitoring in Multi-dimensional Data Spaces
Authors:	洪英超;楊素芬 Hung,Ying-Chao;Tsai, Wen-Chi;Yang, Su-Fen;Chuang, Shih-Chung;Tseng, Yi-Kuan
Contributors:	統計系
Keywords:	Nonparametric profile monitoring;Support Vector Regression;Block bootstrap;Confidence region
Date:	2012-02
Issue Date:	2013-11-11 17:46:41 (UTC+8)
Abstract:	Profile monitoring has received increasingly attention in a wide range of applications in statistical process control (SPC). In this work, we propose a framework for monitoring nonparametric profiles in multi-dimensional data spaces. The framework has the following important features: (i) a flexible and computationally efficient smoothing technique, called Support Vector Regression, is employed to describe the relationship between the response variable and the explanatory variables; (ii) the usual structural assumptions on the residuals are not required; and (iii) the dependence structure for the within-profile observations is appropriately accommodated. Finally, real AIDS data collected from hospitals in Taiwan are used to illustrate and evaluate our proposed framework.
Relation:	Journal of Process Control, 22(2), 397-403
Data Type:	article
DOI 連結:	http://dx.doi.org/http://dx.doi.org/10.1016/j.jprocont.2011.12.009
DOI:	10.1016/j.jprocont.2011.12.009
Appears in Collections:	[統計學系] 期刊論文

Files in This Item:

File	Description	Size	Format
397403.pdf		434Kb	Adobe PDF2	1035	View/Open

社群 sharing

著作權政策宣告 Copyright Announcement

1.本網站之數位內容為國立政治大學所收錄之機構典藏，無償提供學術研究與公眾教育等公益性使用，惟仍請適度，合理使用本網站之內容，以尊重著作權人之權益。商業上之利用，則請先取得著作權人之授權。
The digital content of this website is part of National Chengchi University Institutional Repository. It provides free access to academic research and public education for non-commercial use. Please utilize it in a proper and reasonable manner and respect the rights of copyright owners. For commercial use, please obtain authorization from the copyright owner in advance.

2.本網站之製作，已盡力防止侵害著作權人之權益，如仍發現本網站之數位內容有侵害著作權人權益情事者，請權利人通知本網站維護人員(nccur@nccu.edu.tw)，維護人員將立即採取移除該數位著作等補救措施。
NCCU Institutional Repository is made to protect the interests of copyright owners. If you believe that any material on the website infringes copyright, please contact our staff(nccur@nccu.edu.tw). We will remove the work from the repository and investigate your claim.

Loading...