A Dynamic Value-at-Risk Portfolio Model

A mathematical dynamic portfolio allocation model with uncertainty is discussed. Introducing a value-at-risk under a condition, this paper formulates value-at-risks in a dynamic stochastic environment. By dynamic programming approach, an optimality condition of the optimal portfolio for dynamic value-at-risks is derived. It is shown that the optimal time-average value-at-risk is a solution of the optimality equation under a reasonable assumption, and an optimal trading strategy is obtained from the equation. A numerical example is given to illustrate our idea.

[1]  Phhilippe Jorion Value at Risk: The New Benchmark for Managing Financial Risk , 2000 .

[2]  Yuji Yoshida,et al.  The valuation of European options in uncertain environment , 2003, Eur. J. Oper. Res..

[3]  G. Pflug,et al.  Value-at-Risk in Portfolio Optimization: Properties and Computational Approach ⁄ , 2005 .

[4]  Yuji Yoshida An estimation model of value-at-risk portfolio under uncertainty , 2009, Fuzzy Sets Syst..

[5]  S. Pliska Introduction to Mathematical Finance: Discrete Time Models , 1997 .

[6]  Yuji Yoshida A Perception-Based Portfolio Under Uncertainty: Minimization of Average Rates of Falling , 2009, MDAI.

[7]  D. Tasche,et al.  Expected shortfall and beyond , 2002, cond-mat/0203558.

[8]  Philippe Artzner,et al.  Coherent Measures of Risk , 1999 .

[9]  Marc C. Steinbach,et al.  Markowitz Revisited: Mean-Variance Models in Financial Portfolio Analysis , 2001, SIAM Rev..

[10]  W. Sharpe,et al.  Mean-Variance Analysis in Portfolio Choice and Capital Markets , 1987 .

[11]  Yuji Yoshida Risk Analysis of Portfolios Under Uncertainty: Minimizing Average Rates of Falling , 2011, J. Adv. Comput. Intell. Intell. Informatics.

[12]  Laurent El Ghaoui,et al.  Worst-Case Value-At-Risk and Robust Portfolio Optimization: A Conic Programming Approach , 2003, Oper. Res..

[13]  S. Kusuoka On law invariant coherent risk measures , 2001 .

[14]  A. Whitehead An Introduction to Mathematics , 1949, Nature.

[15]  Masami Yasuda,et al.  A Discrete-Time Portfolio Selection with Uncertainty of Stock Prices , 2003, IFSA.

[16]  A. Meucci Risk and asset allocation , 2005 .

[17]  Yuji Yoshida,et al.  A discrete-time model of American put option in an uncertain environment , 2003, Eur. J. Oper. Res..

[18]  Vadlamani Ravi,et al.  Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review , 2007, Eur. J. Oper. Res..

[19]  Zdeněk Zmeškal Value at risk methodology of international index portfolio under soft conditions (fuzzy-stochastic approach) , 2005 .

[20]  R. Rockafellar,et al.  Optimization of conditional value-at risk , 2000 .

[21]  R. C. Merton,et al.  Lifetime Portfolio Selection under Uncertainty: The Continuous-Time Case , 1969 .