A Portfolio Selection Methodology Based on Data Envelopment Analysis

被引:19
|
作者
Dia, Mohamed [1 ]
机构
[1] Laurentian Univ, Sch Commerce & Adm, Sudbury, ON P3E 2C6, Canada
关键词
Data Envelopment Analysis; portfolio selection; decision maker's preferences; stocks; DECISION-MAKING UNITS; POSSIBILITY DISTRIBUTIONS; DEVELOPMENT PROJECTS; PROGRAMMING APPROACH; EFFICIENCY ANALYSIS; MODEL; DEA; OPTIMIZATION; FRONTIER; MANAGEMENT;
D O I
10.3138/infor.47.1.71
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a four-step methodology based on Data Envelopment Analysis for portfolio selection of decision-making units (DMUs) which can be stocks or other financial assets. Along the steps of the methodology, DMUs efficiency ratios are first computed, and then, the generation of a portfolio is carried out by a mathematical model which optimizes the weighted sum of the DMUs' efficiency ratios included in this portfolio, which is optimal for the Decision Maker's system of preferences. The methodology is illustrated through a portfolio of stocks where the results are compared to those of Ben Abdelaziz et al. (2007) model which has used the same example. The proposed methodology was capable of reproducing similar results with the model of Ben Abdelaziz et al. (2007) while being easier to apply and to understand for practitioners and decision makers.
引用
收藏
页码:71 / 79
页数:9
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