Risk measures based on behavioural economics theory

被引:18
|
作者
Mao, Tiantian [1 ]
Cai, Jun [2 ]
机构
[1] Univ Sci & Technol China, Sch Management, Dept Stat & Finance, Hefei, Anhui, Peoples R China
[2] Univ Waterloo, Dept Stat & Actuarial Sci, Waterloo, ON N2L 3G1, Canada
基金
美国国家科学基金会; 加拿大自然科学与工程研究理事会;
关键词
Distortion risk measure; Expectile; Coherent risk measure; Convex risk measure; Monetary risk measure; Stop-loss order preserving; Rank-dependent expected utility theory; Cumulative prospect theory; CUMULATIVE PROSPECT-THEORY; EXPECTED UTILITY; AVERSION;
D O I
10.1007/s00780-018-0358-6
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
Coherent risk measures (Artzner et al. in Math. Finance 9:203-228, 1999) and convex risk measures (Follmer and Schied in Finance Stoch. 6:429-447, 2002) are characterized by desired axioms for risk measures. However, concrete or practical risk measures could be proposed from different perspectives. In this paper, we propose new risk measures based on behavioural economics theory. We use rank-dependent expected utility (RDEU) theory to formulate an objective function and propose the smallest solution that minimizes the objective function as a risk measure. We also employ cumulative prospect theory (CPT) to introduce a set of acceptable regulatory capitals and define the infimum of the set as a risk measure. We show that the classes of risk measures derived from RDEU theory and CPT are equivalent, and they are all monetary risk measures. We present the properties of the proposed risk measures and give sufficient and necessary conditions for them to be coherent and convex, respectively. The risk measures based on these behavioural economics theories not only cover important risk measures such as distortion risk measures, expectiles and shortfall risk measures, but also produce new interesting coherent risk measures and convex, but not coherent risk measures.
引用
收藏
页码:367 / 393
页数:27
相关论文
共 50 条