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Mean-Variance Portfolio Selection with a Stochastic Cash Flow in a Markov-switching Jump–Diffusion Market

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Abstract

This paper considers a non-self-financing mean-variance portfolio selection problem in which the stock price and the stochastic cash flow follow a Markov-modulated Lévy process and a Markov-modulated Brownian motion with drift, respectively. The stochastic cash flow can be explained as the stochastic income or liability of the investors during the investment process. The existence of optimal solutions is analyzed, and the optimal strategy and the efficient frontier are derived in closed-form by the Lagrange multiplier technique and the LQ (Linear Quadratic) technique.

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References

  1. Markowitz, H.: Portfolio selection. J. Finance 7, 77–91 (1952)

    Google Scholar 

  2. Li, D., Ng, W.L.: Optimal dynamic portfolio selection: multiperiod mean-variance formulation. Math. Finance 10, 387–406 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  3. Zhou, X.Y., Li, D.: Continuous-time mean-variance portfolio selection: a stochastic LQ framework. Appl. Math. Optim. 42, 19–33 (2000)

    Article  MathSciNet  MATH  Google Scholar 

  4. Zhou, X.Y., Yin, G.: Markowitz’s mean-variance portfolio selection with regime switching: a continuous-time model. SIAM J. Control Optim. 42, 1466–1482 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  5. Chen, P., Yang, H.L., Yin, G.: Markowitz’s mean-variance asset-liability management with regime switching: a continuous-time model. Insur. Math. Econ. 43, 456–465 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  6. Xie, S.X.: Continuous-time mean-variance portfolio selection with liability and regime switching. Insur. Math. Econ. 45, 148–155 (2009)

    Article  MATH  Google Scholar 

  7. Elliott, R.J., Siu, T.K., Badescu, A.: On mean-variance portfolio selection under a hidden Markovian regime-switching model. Econ. Model. 27, 678–686 (2010)

    Article  Google Scholar 

  8. Yin, G., Zhou, X.Y.: Markowitz’s mean-variance portfolio selection with regime switching: from discrete-time models to their continuous-time limits. IEEE Trans. Autom. Control 49, 349–360 (2004)

    Article  MathSciNet  Google Scholar 

  9. Costa, O.L.V., Araujo, M.V.: Generalized mean-variance portfolio selection model with regime switching. In: Proceedings of the 17th World Congress. The International Federation of Automatic Control, Seoul, Korea, pp. 13492–13497 (2008)

    Google Scholar 

  10. Cootner, P.H.: The Random Character of Stock Market Prices. MIT, Cambridge (1964)

    Google Scholar 

  11. Clark, P.: A subordinated stochastic process with finite variance for speculative prices. Econometrica 41, 135–155 (1973)

    Article  MathSciNet  MATH  Google Scholar 

  12. Press, J.S.: A compound events model for security prices. J. Bus. 40, 317–335 (1967)

    Article  Google Scholar 

  13. Eberlein, E., Keller, U.: Hyperbolic distributions in finance. Bernoulli 1, 281–299 (1995)

    Article  MATH  Google Scholar 

  14. Merton, R.C.: Option pricing when underlying stock returns are discontinuous. J. Financ. Econ. 3, 125–144 (1976)

    Article  MATH  Google Scholar 

  15. Benhamou, E.: Option pricing with Lévy process. LSE working paper (2000). doi:10.2139/ssrn.265685

  16. Eberlein, E., Raible, S.: Term structure models driven by general Lévy processes. Math. Finance 9, 31–53 (1999)

    Article  MathSciNet  MATH  Google Scholar 

  17. Amin, K.I.: Jump diffusion option valuation in discrete time. J. Finance 48, 1833–1863 (1993)

    Article  Google Scholar 

  18. Kou, S.G.: A jump–diffusion model for option pricing. Manag. Sci. 48, 1086–1101 (2002)

    Article  MATH  Google Scholar 

  19. Kou, S.G., Wang, H.: Option pricing under a double exponential jump diffusion model. Manag. Sci. 50, 1178–1192 (2004)

    Article  Google Scholar 

  20. Guo, W.J., Xu, C.M.: Optimal portfolio selection when stock prices follow a jump–diffusion process. Math. Methods Oper. Res. 60, 485–496 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  21. Lim, A.E.: Mean-variance hedging when there are jumps. SIAM J. Control Optim. 44, 1893–1922 (2005)

    Article  MathSciNet  Google Scholar 

  22. Framstad, N.C., Øksendal, B., Sulem, A.: Optimal consumption and portfolio in a jump diffusion market. Technical Report 5, Norges handelshoyskole, Institutt for foretaksokonomi (1999)

  23. Duffie, D.: Security Markets: Stochastic Models. Academic Press, New York (1988)

    MATH  Google Scholar 

  24. Norberg, R.: The Markov chain market. ASTIN Bull. 33, 265–287 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  25. Elliott, R.J., Kopp, P.E.: Mathematics of Financial Markets. Springer, New York (2005)

    MATH  Google Scholar 

  26. Zhang, X., Siu, T.K., Meng, Q.B.: Portfolio selection in the enlarged Markovian regime-switching market. SIAM J. Control Optim. 48, 3368–3388 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  27. Galperin, V.A., Dombrovsky, V.V., Fedosov, E.N.: Dynamic control of the investment portfolio in the jump–diffusion financial market with regime switching. Autom. Remote Control 66, 837–850 (2005)

    Article  MathSciNet  Google Scholar 

  28. Bensoussan, A., Lions, J.L.: Impulse Control and Quasi-Variational Inequalities. Gauthier-Villars, Paris (1984)

    Google Scholar 

  29. Jacod, J., Shiryaev, A.N.: Limit Theorems for Stochastic Processes. Springer, New York (1987)

    Book  MATH  Google Scholar 

  30. Protter, P.: Stochastic Integration and Differential Equations. Springer, New York (1990)

    Book  MATH  Google Scholar 

  31. Koo, H.K.: Consumption and portfolio selection with labor income: a continuous time approach. Math. Finance 8, 49–65 (1998)

    Article  MATH  Google Scholar 

  32. Korn, R.: Optimal Portfolios. World Scientific, Singapore (1997)

    Book  MATH  Google Scholar 

  33. Øksendal, B.: Applied Stochastic Control of Jump Diffusions. Springer, New York (2005)

    Google Scholar 

  34. Bronson, R.: Matrix Methods: An Introduction. Academic Press, New York (1991)

    Google Scholar 

  35. Luenberger, D.G.: Optimization by Vector Space Methods. Wiley, New York (1968)

    Google Scholar 

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Acknowledgements

This research is supported by grants of Humanity and Social Science Foundation of Ministry of Education of China (No. 12YJCZH219), National Natural Science Foundation of China (No. 71271223).

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Correspondence to Huiling Wu.

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Communicated by Xiaoqi Yang.

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Wu, H. Mean-Variance Portfolio Selection with a Stochastic Cash Flow in a Markov-switching Jump–Diffusion Market. J Optim Theory Appl 158, 918–934 (2013). https://doi.org/10.1007/s10957-013-0292-x

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