A HYBRID GREY MCDM APPROACH FOR ASSET ALLOCATION: EVIDENCE FROM CHINA'S SHANGHAI STOCK EXCHANGE

被引:12
作者
Atta Mills, Ebenezer Fiifi Emire [1 ,2 ]
Baafi, Mavis Agyapomah [3 ]
Amowine, Nelson [3 ]
Zeng, Kailin [1 ,2 ]
机构
[1] Jiangxi Univ Sci & Technol, Dept Finance, Sch Econ & Management, Ganzhou 341000, Peoples R China
[2] Ganzhou Acad Financial Res, Ganzhou 341000, Peoples R China
[3] Jiangsu Univ, Sch Management, Zhenjiang 212013, Jiangsu, Peoples R China
关键词
asset allocation; grey MCDM; grey-ANP; grey-DEMATEL; Shanghai Stock Exchange; China; SUPPLY CHAIN MANAGEMENT; PORTFOLIO SELECTION; FUZZY DEMATEL; PERFORMANCE EVALUATION; DECISION; OPTIMIZATION; BARRIERS; RETURNS; COSTS; MODEL;
D O I
10.3846/jbem.2020.11967
中图分类号
F [经济];
学科分类号
02 ;
摘要
Asset allocation is a critical concern for any investor in the financial market. This paper aims to prioritize five randomly selected firms from the top ten stocks by market capitalization of the Shanghai Stock Exchange (SSE) by opting for adequate financial procedures and practical criteria under uncertain conditions. Decision makers want not only the ranking order of stocks but also capital proportions to be allocated. Therefore, this study uses a hybrid multi-criteria decision-making (MCDM) approach comprising of an integrated analytic network process (ANP) and decision making trial and evaluation laboratory (DEMATEL) in a grey environment for optimal portfolio selection to provide both ranking and weighting information for decision makers. Results indicate that return, financial ratios, dividends, and risk are causal criteria group, which are the most influential determinants for obtaining high benefits with regards to stock portfolio selection in SSE. The free float of stocks is the least influencing criterion among all identified criteria of stock portfolio selection of SSE. The Industrial and Commercial Bank of China Ltd. stocks have the highest allocated proportion with the highest priority shown by investors and can be described as a suitable alternative. The practical implications of this research are that the approach, when applied, highlights how the grey system theory minimizes the uncertainties in all stages of decision-making of portfolio selection.
引用
收藏
页码:446 / 472
页数:27
相关论文
共 54 条
[1]   A hybrid approach of neutrosophic sets and DEMATEL method for developing supplier selection criteria [J].
Abdel-Basset, Mohamed ;
Manogaran, Gunasekaran ;
Gamal, Abduallah ;
Smarandache, Florentin .
DESIGN AUTOMATION FOR EMBEDDED SYSTEMS, 2018, 22 (03) :257-278
[2]  
Ahmed N., 2018, REV EC FINANCE BETTE, V11, P55
[3]  
Asan U., 2012, Computational Intelligence Systems in Industrial Engineering: With Recent Theory and Applications, V6, P155, DOI [10.2991/978-94-91216-77-0, DOI 10.2991/978-94-91216-77-0]
[4]   SCALED AND STABLE MEAN-VARIANCE-EVaR PORTFOLIO SELECTION STRATEGY WITH PROPORTIONAL TRANSACTION COSTS [J].
Atta Mills, Ebenezer Fiifi Emire ;
Yu, Bo ;
Yu, Jie .
JOURNAL OF BUSINESS ECONOMICS AND MANAGEMENT, 2017, 18 (04) :561-584
[5]   Research on regularized mean-variance portfolio selection strategy with modified Roy safety-first principle [J].
Atta Mills, Ebenezer Fiifi Emire ;
Yan, Dawen ;
Yu, Bo ;
Wei, Xinyuan .
SPRINGERPLUS, 2016, 5
[6]   Evaluating supplier development programs with a grey based rough set methodology [J].
Bai, Chunguang ;
Sarkis, Joseph .
EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (11) :13505-13517
[8]  
Charouz J, 2010, E M EKON MANAG, V13, P44
[9]   Exploring critical factors of green business failure based on Grey-Decision Making Trial and Evaluation Laboratory (DEMATEL) [J].
Cui, Li ;
Chan, Hing Kai ;
Zhou, Yizhuo ;
Dai, Jing ;
Lim, Jia Jia .
JOURNAL OF BUSINESS RESEARCH, 2019, 98 :450-461
[10]   Performance, stock selection and market timing of the German equity mutual fund industry [J].
Cuthbertson, Keith ;
Nitzsche, Dirk .
JOURNAL OF EMPIRICAL FINANCE, 2013, 21 :86-101