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題名 Risk assessment of a portfolio selection model based on a fuzzy statistical test
作者 吳柏林
LIN, Pei-Chun ; WATADA, Junzo ; WU, Berlin
貢獻者 應數系
關鍵詞 portfolio selection; optimization; fuzzy probability distributions; fuzzy statistics; data analysis;
日期 2013-03
上傳時間 10-Dec-2013 17:14:41 (UTC+8)
摘要 The objective of our research is to build a statistical test that can evaluate different risks of a portfolio selection model with fuzzy data. The central points and radiuses of fuzzy numbers are used to determine the portfolio selection model, and we statistically evaluate the best return by a fuzzy statistical test. Empirical studies are presented to illustrate the risk evaluation of the portfolio selection model with interval values. We conclude that the fuzzy statistical test enables us to evaluate a stable expected return and low risk investment with different choices for k, which indicates the risk level. The results of numerical examples show that our method is suitable for short-term investments.
關聯 IEICE Transactions on Information and Systems, E96-D(3),579-588
資料類型 article
DOI http://dx.doi.org/10.1587/transinf.E96.D.579
dc.contributor 應數系en_US
dc.creator (作者) 吳柏林zh_TW
dc.creator (作者) LIN, Pei-Chun ; WATADA, Junzo ; WU, Berlin-
dc.date (日期) 2013-03en_US
dc.date.accessioned 10-Dec-2013 17:14:41 (UTC+8)-
dc.date.available 10-Dec-2013 17:14:41 (UTC+8)-
dc.date.issued (上傳時間) 10-Dec-2013 17:14:41 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/62350-
dc.description.abstract (摘要) The objective of our research is to build a statistical test that can evaluate different risks of a portfolio selection model with fuzzy data. The central points and radiuses of fuzzy numbers are used to determine the portfolio selection model, and we statistically evaluate the best return by a fuzzy statistical test. Empirical studies are presented to illustrate the risk evaluation of the portfolio selection model with interval values. We conclude that the fuzzy statistical test enables us to evaluate a stable expected return and low risk investment with different choices for k, which indicates the risk level. The results of numerical examples show that our method is suitable for short-term investments.-
dc.format.extent 118 bytes-
dc.format.mimetype text/html-
dc.language.iso en_US-
dc.relation (關聯) IEICE Transactions on Information and Systems, E96-D(3),579-588en_US
dc.subject (關鍵詞) portfolio selection; optimization; fuzzy probability distributions; fuzzy statistics; data analysis;en_US
dc.title (題名) Risk assessment of a portfolio selection model based on a fuzzy statistical testen_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1587/transinf.E96.D.579en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1587/transinf.E96.D.579en_US