Combined DEMATEL technique with a novel MCDM model for exploring portfolio selection based on CAPM

被引:109
作者
Ho, Wen-Rong Jerry [1 ]
Tsai, Chih-Lung [2 ]
Tzeng, Gwo-Hshiung [3 ,4 ]
Fang, Sheng-Kai [2 ]
机构
[1] Chinese Culture Univ, Dept Finance, Taipei 111, Taiwan
[2] Kainan Univ, Dept Banking & Finance, Tao Yuan 33857, Taiwan
[3] Natl Chiao Tung Univ, Inst Management Technol, Hsinchu 300, Taiwan
[4] Kainan Univ, Dept Business & Entrepreneurial Adm, Inst Project Management, Tao Yuan 33857, Taiwan
关键词
MCDM (multiple criteria decision making); DEMATEL (decision making trial and evaluation laboratory); ANP (analytical network process); VIKOR (VIseKriterijumska Optimizacija I Kompromisno Resenje); CAPM (capital asset pricing model); Portfolio; KNOWLEDGE MANAGEMENT STRATEGIES; STOCK RETURNS; SYSTEMATIC-RISK; INTEREST-RATES; REAL ACTIVITY; INFLATION; DETERMINANTS; EQUILIBRIUM; ANNOUNCEMENTS; VIKOR;
D O I
10.1016/j.eswa.2010.05.058
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This research proposes a novel MCDM model, including DEMATEL, ANP, and VIKOR for exploring portfolio selection based on CAPM. We probe into the influential factors and relative weights of risk-free rate, expected market return, and beta of the security. The purpose of this research is to establish an investment decision model and provides investors with a reference of portfolio selection most suitable for investing effects to achieve the greatest returns. Taking full consideration of the interrelation effects among criteria/variables of the decision model, this paper examined leading semiconductor companies spanning the hottest sectors of integrated circuit (IC) design, wafer foundry, and IC packaging by experts. Empirical findings revealed that risk-free rate was affected by budget deficit, discount rate, and exchange rate; expected market return was affected by country risk, industrial structure, and macroeconomic factors; and beta of the security was affected by firm-specific risk and financial risk. Also, the factors of the CAPM possessed a self-effect relationship according to the DEMATEL technique. In the eight evaluation criteria, macroeconomic criterion was the most important factor affecting investment decisions, followed by exchange rate and firm-specific risk. In portfolio selection, leading companies in the wafer foundry industry outperformed those in IC design and IC packaging, becoming the optimal portfolio of investors during the time that this study was conducted. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:16 / 25
页数:10
相关论文
共 65 条
[1]  
Abugri B.A., 2008, Int Rev Fin Anal, V17, P396, DOI 10.1016/j.irfa.2006.09.002
[2]   STOCK RETURNS, INFLATION, AND THE PROXY HYPOTHESIS - A NEW LOOK AT THE DATA [J].
BALDUZZI, P .
ECONOMICS LETTERS, 1995, 48 (01) :47-53
[3]  
Bilson C.M., 2001, PAC-BASIN FINANC J, V9, P401, DOI DOI 10.1016/S0927-538X(01)00020-8
[4]  
Cai C. X., 2007, J GEN INTERN MED, V30, P335, DOI [10.1111/j.1475-6803.2007.00217.x, DOI 10.1111/J.1475-6803.2007.00217.X]
[5]  
Cebula R., 1998, REV FINANCIAL EC, V7, P55
[6]  
CEBULA RJ, 1992, INT REV ECON FINANC, V1, P379
[7]   ECONOMIC FORCES AND THE STOCK-MARKET [J].
CHEN, NF ;
ROLL, R ;
ROSS, SA .
JOURNAL OF BUSINESS, 1986, 59 (03) :383-403
[8]   Does greater exchange rate flexibility affect interest rates in post-crisis Asia? [J].
Chow, Hwee Kwan ;
Kim, Yoonbai .
JOURNAL OF ASIAN ECONOMICS, 2006, 17 (03) :478-493
[9]  
Domian L.D., 1996, FINANCIAL REV, V31, P809
[10]   An MCDM approach to portfolio optimization [J].
Ehrgott, M ;
Klamroth, K ;
Schwehm, C .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2004, 155 (03) :752-770