政大機構典藏-National Chengchi University Institutional Repository(NCCUR):Item 140.119/18852

English | 正體中文 | 简体中文 | Post-Print筆數 : 27 | Items with full text/Total items : 109948/140897 (78%)
Visitors : 46097412 Online Users : 827

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 > 理學院 > 應用數學系 > 期刊論文 > Item 140.119/18852

Please use this identifier to cite or link to this item: https://nccur.lib.nccu.edu.tw/handle/140.119/18852

Title:	A New Approach to Fuzzy Regression Models with Application to Business Cycle Analysis
Authors:	吳柏林 Wu, Berlin Tseng, Neng-Fang
Contributors:	應用數學系
Keywords:	Fuzzy regression;Fuzzy parameter;Triangular membership function;h-cut;Methods of least square
Date:	2002-08
Issue Date:	2008-12-24 13:39:45 (UTC+8)
Abstract:	Recently, fuzzy regression analysis has been largely applied in the modeling of economic or financial data. However, those data often exhibit certain kinds of linguistic terms, for instance: very good, a little reclining or stable, in the business cycle or the growth rate of GDP, etc. The goal of this paper is to construct a fuzzy regression model by fuzzy parameters estimation using the fuzzy samples. It deals with imprecise measurement of observed variables, fuzzy least square estimation and nonparametric methods. This is different from the assumptions as well as the estimation techniques of the classical analysis. Empirical results demonstrate that our new approach is efficient and more realistic than the traditional regression analysis.
Relation:	Fuzzy Sets and System,130(1),33-42 國立政治大學九十學年度學術研究成果國際化優等獎
Data Type:	article
DOI 連結:	http://dx.doi.org/10.1016/S0165-0114(01)00175-0
DOI:	10.1016/S0165-0114(01)00175-0
Appears in Collections:	[應用數學系] 期刊論文

Files in This Item:

File	Description	Size	Format
1-s2.0-S0165011401001750-main.pdf		143Kb	Adobe PDF2	977	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...