Applying CVaR for decentralized risk management of financial companies

被引:26
作者
Mulvey, JM [1 ]
Erkan, HG [1 ]
机构
[1] Princeton Univ, Bendheim Ctr Finance, Dept Operat Res & Financial Engn, Princeton, NJ 08544 USA
基金
美国国家科学基金会;
关键词
risk management; decentralized optimization; conditional value-at-risk; risk measures; utility optimization;
D O I
10.1016/j.jbankfin.2005.04.010
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Over the past decade, financial companies have merged diverse areas including investment banking, insurance, retail banking, and trading operations. Despite this diversity, many global financial firms suffered severe losses during the recent recession. To reduce enterprise risks and increase profits, we apply a decentralized risk management strategy based on a stochastic optimization model. We extend the decentralized approach with the CVaR risk-metric, showing the advantages of CVaR over traditional risk measures such as value-at-risk. An example taken from the earthquake insurance area illustrates the concepts. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:627 / 644
页数:18
相关论文
共 30 条
[1]  
[Anonymous], 1977, Applied mathematical programming
[2]   Coherent measures of risk [J].
Artzner, P ;
Delbaen, F ;
Eber, JM ;
Heath, D .
MATHEMATICAL FINANCE, 1999, 9 (03) :203-228
[3]   DECOMPOSITION, PRICING FOR DECENTRALIZATION AND EXTERNAL ECONOMIES [J].
BAUMOL, WJ ;
FABIAN, T .
MANAGEMENT SCIENCE, 1964, 11 (01) :1-32
[4]   RISK, RETURN, AND UTILITY [J].
BELL, DE .
MANAGEMENT SCIENCE, 1995, 41 (01) :23-30
[5]  
BERGMANN A, 1998, C WORKSH EC ASP DIAB, P1
[6]   Hybrid simulation/optimisation scenario model for asset/liability management [J].
Boender, GCE .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 99 (01) :126-135
[7]  
BURKET J, 2001, CASUALTY ACTUARI SPR
[8]   THE RUSSELL-YASUDA KASIA MODEL - AN ASSET LIABILITY MODEL FOR A JAPANESE INSURANCE COMPANY USING MULTISTAGE STOCHASTIC-PROGRAMMING [J].
CARINO, DR ;
KENT, T ;
MYERS, DH ;
STACY, C ;
SYLVANUS, M ;
TURNER, AL ;
WATANABE, K ;
ZIEMBA, WT .
INTERFACES, 1994, 24 (01) :29-49
[9]   Formulation of the Russell-Yasuda!Kasai financial planning model [J].
Cariño, DR ;
Ziemba, WT .
OPERATIONS RESEARCH, 1998, 46 (04) :433-449
[10]   Dynamic stochastic programmingfor asset-liability management [J].
G. Consigli ;
M. A. H. Dempster .
Annals of Operations Research, 1998, 81 (0) :131-162