Optimal switching strategy of a mean-reverting asset over multiple regimes

We solve optimal iterative three-regime switching problems with transaction costs, with investment in a mean-reverting asset that follows an Ornstein-Uhlenbeck process and find the explicit solutions. The investor can take either a long, short or square position and can switch positions during the period. Modeling the short sales position is necessary to study optimal trading strategies such as the pair trading. Few studies provide explicit solutions to problems with multiple (more than two) regimes (states). The value function is proved to be a unique viscosity solution of a Hamilton-Jacobi-Bellman variational inequality (HJB-VI). Multiple-regime switching problems are more difficult to solve than conventional two-regime switching problems, because they need to identify not only when to switch, but also where to switch. Therefore, multiple-regime switching problems need to identify the structure of the continuation/switching regions in the free boundary problem for each regime. If the number of the states N is two, only two regions have to be identified, but if N = 3 , N P 2 = 6 regions have to be detected. We identify the structure of the switching regions for each regime using the theories related to the viscosity solution approach.

[1]  Monique Jeanblanc,et al.  On the Starting and Stopping Problem: Application in Reversible Investments , 2007, Math. Oper. Res..

[2]  Xin Guo,et al.  Optimal selling rules in a regime switching model , 2005, IEEE Transactions on Automatic Control.

[3]  Raphael Yan,et al.  Dynamic Pairs Trading Using the Stochastic Control Approach , 2012 .

[4]  R. A. Silverman,et al.  Special functions and their applications , 1966 .

[5]  G. Metcalf,et al.  Investment Under Alternative Return Assumptions: Comparing Random Walks and Mean Reversion , 1995 .

[6]  M. Zervos,et al.  A model for investment decisions with switching costs , 2001 .

[7]  Savas Dayanik,et al.  On the optimal stopping problem for one-dimensional diffusions , 2003 .

[8]  Huyên Pham,et al.  Explicit Solution to an Optimal Switching Problem in the Two-Regime Case , 2007, SIAM J. Control. Optim..

[9]  R. H. Liu,et al.  Optimal Selling Rules in a Regime-Switching Exponential Gaussian Diffusion Model , 2008, SIAM J. Appl. Math..

[10]  Eduardo S. Schwartz The stochastic behavior of commodity prices: Implications for valuation and hedging , 1997 .

[11]  Erhan Bayraktar,et al.  On the One-Dimensional Optimal Switching Problem , 2007, Math. Oper. Res..

[12]  Qing Zhang,et al.  An optimal pairs-trading rule , 2013, Autom..

[13]  Qing Zhang,et al.  Trading a mean-reverting asset: Buy low and sell high , 2008, Autom..

[14]  Sudipto Sarkar,et al.  The effect of mean reversion on investment under uncertainty , 2003 .

[15]  William N. Goetzmann,et al.  Pairs Trading: Performance of a Relative Value Arbitrage Rule , 1998 .

[16]  Q. Zhang,et al.  Stock Trading: An Optimal Selling Rule , 2001, SIAM J. Control. Optim..

[17]  A. Tsekrekos,et al.  The Effect of Mean Reversion on Entry and Exit Decisions Under Uncertainty , 2009 .

[18]  Eduardo S. Schwartz,et al.  Investment Under Uncertainty. , 1994 .

[19]  James B. Seaborn,et al.  Hypergeometric Functions and Their Applications , 1991 .

[20]  A. Dixit Entry and Exit Decisions under Uncertainty , 1989, Journal of Political Economy.

[21]  Mihail Zervos,et al.  A Problem of Sequential Entry and Exit Decisions Combined with Discretionary Stopping , 2003, SIAM J. Control. Optim..

[22]  Huyên Pham,et al.  Optimal Switching over Multiple Regimes , 2009, SIAM J. Control. Optim..

[23]  Qing Zhang,et al.  Optimal stock liquidation in a regime switching model with finite time horizon , 2006 .

[24]  Michael Ludkovski,et al.  Optimal Switching with Applications to Energy Tolling Agreements , 2005 .

[25]  B. Øksendal,et al.  Optimal Switching in an Economic Activity Under Uncertainty , 1994 .

[26]  G. Vidyamurthy Pairs Trading: Quantitative Methods and Analysis , 2004 .

[27]  Huyen Pham,et al.  Continuous-time stochastic control and optimization with financial applications / Huyen Pham , 2009 .

[28]  S. Mudchanatongsuk,et al.  Optimal pairs trading: A stochastic control approach , 2008, 2008 American Control Conference.

[29]  Hoi Ying Wong,et al.  Mean-variance portfolio selection of cointegrated assets , 2011 .