ROBUST UTILITY MAXIMIZATION WITH LÉVY PROCESSES

We study a robust portfolio optimization problem under model uncertainty for an investor with logarithmic or power utility. The uncertainty is specified by a set of possible L\'evy triplets; that is, possible instantaneous drift, volatility and jump characteristics of the price process. We show that an optimal investment strategy exists and compute it in semi-closed form. Moreover, we provide a saddle point analysis describing a worst-case model.

[1]  Anis Matoussi,et al.  ROBUST UTILITY MAXIMIZATION IN NONDOMINATED MODELS WITH 2BSDE: THE UNCERTAIN VOLATILITY MODEL , 2015 .

[2]  Marcel Nutz,et al.  The opportunity process for optimal consumption and investment with power utility , 2009, 0912.1879.

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

[4]  Dimitri P. Bertsekas,et al.  Stochastic optimal control : the discrete time case , 2007 .

[5]  Marco Pavone,et al.  Stochastic Optimal Control , 2015 .

[6]  A. Shiryaev,et al.  Limit Theorems for Stochastic Processes , 1987 .

[7]  Revaz Tevzadze,et al.  Robust utility maximization for a diffusion market model with misspecified coefficients , 2013, Finance Stochastics.

[8]  Constantinos Kardaras,et al.  NO‐FREE‐LUNCH EQUIVALENCES FOR EXPONENTIAL LÉVY MODELS UNDER CONVEX CONSTRAINTS ON INVESTMENT , 2008, 0803.2169.

[9]  M. Sion On general minimax theorems , 1958 .

[10]  M. K rn,et al.  Stochastic Optimal Control , 1988 .

[11]  A. Schied Risk Measures and Robust Optimization Problems , 2006 .

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

[13]  Marcel Nutz,et al.  The Bellman equation for power utility maximization with semimartingales , 2009, ArXiv.

[14]  J. Muhle‐Karbe,et al.  UTILITY MAXIMIZATION IN AFFINE STOCHASTIC VOLATILITY MODELS , 2010 .

[15]  Sara Biagini,et al.  The robust Merton problem of an ambiguity averse investor , 2015 .

[16]  Chi Seng Pun,et al.  Portfolio Optimization with Ambiguous Correlation and Stochastic Volatilities , 2014, SIAM J. Control. Optim..

[17]  Denis Talay,et al.  Worst case model risk management , 2002, Finance Stochastics.

[18]  Marcel Nutz,et al.  UTILITY MAXIMIZATION UNDER MODEL UNCERTAINTY IN DISCRETE TIME , 2013, 1307.3597.

[19]  Shige Peng,et al.  G-Lévy processes under sublinear expectations , 2009, Probability, Uncertainty and Quantitative Risk.

[20]  Sasha Stoikov,et al.  Dynamic Asset Allocation and Consumption Choice in Incomplete Markets , 2005 .

[21]  Marcel Nutz Power Utility Maximization in Constrained Exponential Lévy Models , 2009 .

[22]  Marcel Nutz,et al.  Nonlinear Lévy Processes and their Characteristics , 2016 .

[23]  M. Quenez Optimal Portfolio in a Multiple-Priors Model , 2004 .

[24]  Laurent Denis,et al.  Optimal Investment under Model Uncertainty in Nondominated Models , 2013, SIAM J. Control. Optim..

[25]  J. K. Hunter,et al.  Measure Theory , 2007 .

[26]  Jan Kallsen,et al.  Optimal portfolios for exponential Lévy processes , 2000, Math. Methods Oper. Res..

[27]  Marcel Nutz,et al.  Measurability of semimartingale characteristics with respect to the probability law , 2013, 1312.1624.

[28]  Yu. V. Prokhorov Convergence of Random Processes and Limit Theorems in Probability Theory , 1956 .

[29]  F. Riedel,et al.  Optimal Consumption and Portfolio Choice with Ambiguity , 2014, 1401.1639.