Please use this identifier to cite or link to this item: https://ah.lib.nccu.edu.tw/handle/140.119/62350
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: Mar-2013
上傳時間: 10-Dec-2013
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
Appears in Collections:期刊論文

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