Revisiting the Merton Problem: from HARA to CARA Utility

This paper revisits the classical Merton problem on the finite horizon with the constant absolute risk aversion utility function. We apply two different methods to derive the closed-form solution of the corresponding Hamilton–Jacobi–Bellman (HJB) equation. An approximating method consists of two steps: solve the HJB equation with the hyperbolic absolute risk aversion utility function first and then take the limits of the risk aversion parameter to negative infinite. A direct method is also provided to derive another closed-form solution. Finally, we prove that the solutions obtained from different methods are equivalent. In addition, a sufficient condition is proposed to guarantee the optimal consumption is nonnegative and such a condition also leads to the verification theorem. A great advantage of our derived solution is that optimal policies can now be quantitatively scrutinized and discussed from both mathematical and economic viewpoints.

[1]  A stochastic volatility model and optimal portfolio selection , 2013 .

[2]  Jessica A. Wachter Portfolio and Consumption Decisions under Mean-Reverting Returns: An Exact Solution for Complete Markets , 2001, Journal of Financial and Quantitative Analysis.

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

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

[5]  N. Barberis Investing for the Long Run When Returns are Predictable , 2000 .

[6]  Jiang Wang,et al.  Asset Prices and Trading Volume under Fixed Transactions Costs , 2001, Journal of Political Economy.

[7]  T. Siu,et al.  Optimal investment and consumption in a continuous-time co-integration model , 2015 .

[8]  David W. K. Yeung,et al.  Cooperative Stochastic Differential Games , 2005 .

[9]  Thaleia Zariphopoulou Optimal investment and consumption models with non-linear stock dynamics , 1999, Math. Methods Oper. Res..

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

[11]  Tao Pang,et al.  An Application of Stochastic Control Theory to Financial Economics , 2004, SIAM J. Control. Optim..

[12]  Lijun Bo,et al.  An optimal portfolio problem in a defaultable market , 2010, Advances in Applied Probability.

[13]  Yihong Xia,et al.  Dynamic Asset Allocation Under Inflation , 2000 .

[14]  Song-Ping Zhu,et al.  Optimal investment and consumption with return predictability and execution costs , 2020 .

[15]  Song-Ping Zhu,et al.  Optimal investment and consumption under a continuous-time cointegration model with exponential utility , 2019, Quantitative Finance.

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

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

[18]  An analytical solution for the HJB equation arising from the Merton problem , 2018 .

[19]  Eduardo S. Schwartz,et al.  Strategic asset allocation , 1997 .

[20]  Dimitri Vayanos,et al.  Transaction Costs and Asset Prices: A Dynamic Equilibrium model , 1998 .

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

[22]  Ts Kim,et al.  Dynamic Nonmyopic Portfolio Behavior , 1994 .

[23]  Lijun Bo,et al.  OPTIMAL INVESTMENT IN CREDIT DERIVATIVES PORTFOLIO UNDER CONTAGION RISK , 2014 .

[24]  Song‐Ping Zhu,et al.  A Numerical Solution of Optimal Portfolio Selection Problem with General Utility Functions , 2020, Computational Economics.

[25]  S. Sethi,et al.  A Note on Merton's 'Optimum Consumption and Portfolio Rules in a Continuous-Time Model' , 1988 .

[26]  Vicky Henderson,et al.  Explicit solutions to an optimal portfolio choice problem with stochastic income , 2005 .