Mutual funds performance evaluation based on endogenous benchmarks

被引:14
作者
Zhao, Xiujuan [2 ]
Wang, Shouyang [3 ]
Lai, Kin Keung [1 ]
机构
[1] City Univ Hong Kong, Dept Management Sci, Kowloon, Hong Kong, Peoples R China
[2] Beijing Univ Posts & Telecommun, Sch Econ & Management, Beijing 100876, Peoples R China
[3] Chinese Acad Sci, Acad Math & Syst Sci, Beijing 100190, Peoples R China
基金
中国国家自然科学基金;
关键词
Mutual funds; Data envelopment analysis (DEA); Performance evaluation; Efficiency; Persistence; EFFICIENCY; SELECTION;
D O I
10.1016/j.eswa.2010.09.022
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes two quadratic-constrained DEA models for evaluation of mutual funds performance, from a perspective of evaluation based on endogenous benchmarks. In comparison to previous studies, this paper decomposes two vital factors for mutual funds performance, i.e. risk and return, in order to define mutual funds' endogenous benchmarks and give insights and suggestions for managements. Of the two quadratic-constrained DEA models, one is a partly controllable quadratic-constrained programming. The approach is illustrated by a sample of twenty-five actual mutual funds operating in the Chinese market. It identifies the root reasons of inefficiency and ways for improving performance. The results show that although the market environment in year 2006 was much better than that in 2005, average efficiency score declines in year 2006 due to relaxing of system risk control. The majority of mutual funds do not show persistence in efficiency ranking. The most important conclusion is that the ranking of mutual funds in China depends mostly on system risk control. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:3663 / 3670
页数:8
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