中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Fuzzy Views on Black-Litterman Portfolio Selection Model

文献类型:期刊论文

作者Fang, Yong1; Bo, Lin1; Zhao, Daping2; Wang, Shouyang1
刊名JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY
出版日期2018-08-01
卷号31期号:4页码:975-987
关键词Black-Litterman optimization fuzzy covariance fuzzy number portfolio selection
ISSN号1009-6124
DOI10.1007/s11424-017-6330-2
英文摘要In this paper, views of investor are described in fuzzy sets, and two fuzzy Black-Litterman models are constructed with fuzzy views and fuzzy random views respectively. In the models, expected returns and uncertainty matrix of views are redefined and the views are formulated by fuzzy approaches suitably. Then the models are tested with data from Chinese financial markets. Empirical results show that the fuzzy random views model performs the best, and both the fuzzy models are better than the traditional ones, demonstrating that the fuzzy approaches can contain more information in the views and measure the uncertainty more correctly.
资助项目National Natural Science Foundation of China[71271201] ; National Natural Science Foundation of China[71631008]
WOS研究方向Mathematics
语种英语
WOS记录号WOS:000430532000008
出版者SPRINGER HEIDELBERG
源URL[http://ir.amss.ac.cn/handle/2S8OKBNM/29961]  
专题系统科学研究所
通讯作者Zhao, Daping
作者单位1.Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
2.Capital Univ Econ & Business, Sch Finance, Beijing 100070, Peoples R China
推荐引用方式
GB/T 7714
Fang, Yong,Bo, Lin,Zhao, Daping,et al. Fuzzy Views on Black-Litterman Portfolio Selection Model[J]. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,2018,31(4):975-987.
APA Fang, Yong,Bo, Lin,Zhao, Daping,&Wang, Shouyang.(2018).Fuzzy Views on Black-Litterman Portfolio Selection Model.JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY,31(4),975-987.
MLA Fang, Yong,et al."Fuzzy Views on Black-Litterman Portfolio Selection Model".JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY 31.4(2018):975-987.

入库方式: OAI收割

来源:数学与系统科学研究院

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