Portfolio optimization with transaction costs: a two-period mean-variance model

In this paper, we study a multiperiod mean-variance portfolio optimization problem in the presence of proportional transaction costs. Many existing studies have shown that transaction costs can significantly affect investors’ behavior. However, even under simple assumptions, closed-form solutions are not easy to obtain when transaction costs are considered. As a result, they are often ignored in multiperiod portfolio analysis, which leads to suboptimal solutions. To provide better insight for this complex problem, this paper studies a two-period problem that considers one risk-free and one risky asset. Whenever there is a trade after the initial asset allocation, the investor incurs a linear transaction cost. Through a mean-variance model, we derive the closed-form expressions of the optimal thresholds for investors to re-allocate their resources. These thresholds divide the action space into three regions. Some important properties of the analytical solution are identified, which shed light on solving multiperiod problems.

[1]  Nalan Gülpinar,et al.  Worst-case robust decisions for multi-period mean-variance portfolio optimization , 2007, Eur. J. Oper. Res..

[2]  Wolf Wagner,et al.  Diversification at Financial Institutions and Systemic Crises , 2010 .

[3]  Jaroslava Hlouskova,et al.  An Algorithm for Portfolio Optimization with Transaction Costs , 2005, Manag. Sci..

[4]  A. Jung,et al.  Investment strategies under transaction costs: the finite horizon case , 1994 .

[5]  Nalan Gülpinar,et al.  A general framework for multistage mean-variance post-tax optimization , 2007, Ann. Oper. Res..

[6]  Wolfgang Schmid,et al.  Asset allocation with distorted beliefs and transaction costs , 2009, Eur. J. Oper. Res..

[7]  Antoon Pelsser,et al.  Transaction costs and efficiency of portfolio strategies , 1996 .

[8]  B. Dumas,et al.  An Exact Solution to a Dynamic Portfolio Choice Problem under Transactions Costs , 1991 .

[9]  Duan Li,et al.  Optimal Dynamic Portfolio Selection: Multiperiod Mean‐Variance Formulation , 2000 .

[10]  N. H. Hakansson. MULTI-PERIOD MEAN-VARIANCE ANALYSIS: TOWARD A GENERAL THEORY OF PORTFOLIO CHOICE* , 1971 .

[11]  Efthalia Chryssikou Multiperiod portfolio optimization in the presence of transaction costs , 1998 .

[12]  J. Cox,et al.  Optimal consumption and portfolio policies when asset prices follow a diffusion process , 1989 .

[13]  Haim Shalit,et al.  Estimating Beta , 2002 .

[14]  Stanley Zionts,et al.  The Optimal Portfolio Revision Policy , 1971 .

[15]  P. Samuelson LIFETIME PORTFOLIO SELECTION BY DYNAMIC STOCHASTIC PROGRAMMING , 1969 .

[16]  Stephen P. Boyd,et al.  Portfolio optimization with linear and fixed transaction costs , 2007, Ann. Oper. Res..

[17]  Duan Li,et al.  Safety-first dynamic portfolio selection , 1998 .

[18]  Qingbin Meng,et al.  Dynamic mean-variance and optimal reinsurance problems under the no-bankruptcy constraint for an insurer , 2014, Ann. Oper. Res..

[19]  J. Campa,et al.  Entry by foreign firms in the United States under exchange rate uncertainty , 1993 .

[20]  Alireza Arshadi Khamseh,et al.  Developing a multi-period robust optimization model considering American style options , 2015, Ann. Oper. Res..

[21]  Hiroshi Konno,et al.  Portfolio optimization problem under concave transaction costs and minimal transaction unit constraints , 2001, Math. Program..

[22]  Wei-guo Zhang,et al.  A risk tolerance model for portfolio adjusting problem with transaction costs based on possibilistic moments , 2010 .

[23]  Dimitris Bertsimas,et al.  Robust multiperiod portfolio management in the presence of transaction costs , 2008, Comput. Oper. Res..

[24]  André F. Perold,et al.  Large-Scale Portfolio Optimization , 1984 .

[25]  G. Constantinides Multiperiod Consumption and Investment Behavior with Convex Transactions Costs , 1979 .

[26]  Tapan Kumar Roy,et al.  Multi-objective possibilistic model for portfolio selection with transaction cost , 2009 .

[27]  Süleyman Özekici,et al.  Multiperiod portfolio optimization models in stochastic markets using the mean-variance approach , 2007, Eur. J. Oper. Res..

[28]  R. C. Merton,et al.  Optimum consumption and portfolio rules in a continuous - time model Journal of Economic Theory 3 , 1971 .

[29]  A. R. Norman,et al.  Portfolio Selection with Transaction Costs , 1990, Math. Oper. Res..

[30]  H. McFarland Evaluating q as an Alternative to the Rate of Return in Measuring Profitability , 1988 .

[31]  Chung-Ming Kuan,et al.  Assessing Value at Risk With CARE, the Conditional Autoregressive Expectile Models , 2008 .

[32]  Hong Liu,et al.  Optimal Consumption and Investment with Transaction Costs and Multiple Risky Assets , 2004 .

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