Robust optimal portfolio and proportional reinsurance for an insurer under a CEV model

We investigate a robust optimal portfolio and reinsurance problem under a Cramer–Lundberg risk model for an ambiguity-averse insurer (AAI), who worries about uncertainty in model parameters. Assume that the AAI is allowed to purchase proportional reinsurance and invest his (or her) surplus in a financial market consisting of one risk-free asset and one risky asset whose price is modeled by a constant elasticity of variance (CEV) model. Using techniques of stochastic control, we first derive the closed-form expressions of the optimal strategies and the corresponding value functions for exponential utility function both in the classic compound Poisson risk process and its diffusion approximation, and then the verification theorem is given. Finally, we present numerical examples to illustrate the effects of model parameters on the optimal investment and reinsurance strategies.

[1]  Jian-wei Gao Optimal portfolios for DC pension plans under a CEV model , 2009 .

[2]  Xianping Guo,et al.  Optimal control of excess-of-loss reinsurance and investment for insurers under a CEV model , 2012 .

[3]  Jun Liu,et al.  Dynamic Derivative Strategies , 2002 .

[4]  João Pedro Vidal Nunes,et al.  Pricing real options under the constant elasticity of variance diffusion , 2011 .

[5]  Xudong Zeng,et al.  A Stochastic Volatility Model and Optimal Portfolio Selection , 2012 .

[6]  J. Grandell Aspects of Risk Theory , 1991 .

[7]  Xiang Lin,et al.  Optimal Reinsurance and Investment for a Jump Diffusion Risk Process under the CEV Model , 2011 .

[8]  Zhongfei Li,et al.  Robust optimal control for an insurer with reinsurance and investment under Heston’s stochastic volatility model , 2013 .

[9]  H. Kushner Numerical Methods for Stochastic Control Problems in Continuous Time , 2000 .

[10]  Hailiang Yang,et al.  Optimal investment for insurer with jump-diffusion risk process , 2005 .

[11]  S. Beckers The Constant Elasticity of Variance Model and Its Implications For Option Pricing , 1980 .

[12]  Virginia R. Young,et al.  Optimal insurance in a continuous-time model , 2006 .

[13]  J. Campbell Stock Returns and the Term Structure , 1985 .

[14]  K. Arrow,et al.  Aspects of the theory of risk-bearing , 1966 .

[15]  G. Yin,et al.  Optimal reinsurance strategies in regime-switching jump diffusion models: Stochastic differential game formulation and numerical methods , 2013 .

[16]  J. Mossin Optimal multiperiod portfolio policies , 1968 .

[17]  Jianwu Xiao,et al.  The constant elasticity of variance (CEV) model and the Legendre transform–dual solution for annuity contracts , 2007 .

[18]  Tak Kuen Siu,et al.  Optimal investment and reinsurance of an insurer with model uncertainty , 2009 .

[19]  Jian-wei Gao Stochastic optimal control of DC pension funds , 2008 .

[20]  J. Pratt RISK AVERSION IN THE SMALL AND IN THE LARGE11This research was supported by the National Science Foundation (grant NSF-G24035). Reproduction in whole or in part is permitted for any purpose of the United States Government. , 1964 .

[21]  Robert J. Elliott,et al.  Robust Optimal Portfolio Choice Under Markovian Regime-switching Model , 2009 .

[22]  H. Schmidli,et al.  Stochastic control in insurance , 2007 .

[23]  Gang George Yin,et al.  Numerical solutions of optimal risk control and dividend optimization policies under a generalized singular control formulation , 2011, Autom..

[24]  Hans U. Gerber,et al.  An introduction to mathematical risk theory , 1982 .

[25]  Raman Uppal,et al.  Model Misspecification and Under-Diversification , 2002 .

[26]  Hening Liu Robust consumption and portfolio choice for time varying investment opportunities , 2010 .

[27]  HAROLD J. KUSHNER,et al.  Numerical Approximations for Stochastic Differential Games , 2002, SIAM J. Control. Optim..

[28]  Pascal J. Maenhout Robust Portfolio Rules and Asset Pricing , 2004 .

[29]  K. Yuen,et al.  Optimal reinsurance–investment problem in a constant elasticity of variance stock market for jump-diffusion risk model , 2012 .

[30]  Junyi Guo,et al.  Optimal proportional reinsurance and investment with multiple risky assets and no-shorting constraint , 2008 .

[31]  Harold J. Kushner,et al.  On stochastic differential games: Sufficient conditions that a given strategy be a saddle point, and numerical procedures for the solution of the game☆ , 1969 .

[32]  Hui Zhao,et al.  Optimal excess-of-loss reinsurance and investment problem for an insurer with jump–diffusion risk process under the Heston model , 2013 .

[33]  S. Heston A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options , 1993 .

[34]  Luis M. Viceira,et al.  Dynamic Consumption and Portfolio Choice with Stochastic Volatility in Incomplete Markets , 1999 .

[35]  Pascal J. Maenhout Robust portfolio rules and detection-error probabilities for a mean-reverting risk premium , 2006, J. Econ. Theory.

[36]  Xiang Lin,et al.  Stochastic differential portfolio games for an insurer in a jump-diffusion risk process , 2012, Math. Methods Oper. Res..

[37]  Mengdi Gu,et al.  Constant elasticity of variance model for proportional reinsurance and investment strategies , 2010 .

[38]  Nicole Branger,et al.  Robust Portfolio Choice with Uncertainty About Jump and Diffusion Risk , 2012 .

[39]  Sid Browne,et al.  Optimal Investment Policies for a Firm With a Random Risk Process: Exponential Utility and Minimizing the Probability of Ruin , 1995, Math. Oper. Res..

[40]  Junyi Guo,et al.  Optimal investment and proportional reinsurance with constrained control variables , 2011 .

[41]  L. Rogers,et al.  Complete Models with Stochastic Volatility , 1998 .

[42]  Jun Liu Portfolio Selection in Stochastic Environments , 2007 .

[43]  H. Kraft Optimal portfolios and Heston's stochastic volatility model: an explicit solution for power utility , 2005 .

[44]  J. Kim,et al.  Optimal investment strategies for the HARA utility under the constant elasticity of variance model , 2012 .

[45]  H. Geman,et al.  Modeling Commodity Prices under the CEV Model , 2008, The Journal of Alternative investments.