UTILITY MAXIMIZATION UNDER MODEL UNCERTAINTY IN DISCRETE TIME

We give a general formulation of the utility maximization problem under nondominated model uncertainty in discrete time and show that an optimal portfolio exists for any utility function that is bounded from above. In the unbounded case, integrability conditions are needed as nonexistence may arise even if the value function is finite.

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

[2]  Miklós Rásonyi,et al.  ON UTILITY MAXIMIZATION IN DISCRETE-TIME FINANCIAL MARKET MODELS , 2005 .

[3]  A. Lijoi,et al.  Conditional formulae for Gibbs-type exchangeable random partitions , 2013, 1309.1335.

[4]  A. Galichon,et al.  A stochastic control approach to no-arbitrage bounds given marginals, with an application to lookback options , 2014, 1401.3921.

[5]  Anis Matoussi,et al.  Robust Utility Maximization in Non-dominated Models with 2BSDEs , 2012, 1201.0769.

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

[7]  S. J. Leese Measurable Selections and the Uniformization of Souslin Sets , 1978 .

[8]  Jan Oblój,et al.  Robust pricing and hedging of double no-touch options , 2009, Finance Stochastics.

[9]  I. Gilboa,et al.  Maxmin Expected Utility with Non-Unique Prior , 1989 .

[10]  M. Schäl Portfolio Optimization and Martingale Measures , 2000 .

[11]  R. Handel,et al.  Constructing Sublinear Expectations on Path Space , 2012, 1205.2415.

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

[13]  S. Shreve,et al.  Methods of Mathematical Finance , 2010 .

[14]  W. Donoghue Distributions and Fourier transforms , 1969 .

[15]  Phil Howlett,et al.  Stochastic Optimal Control of a Solar Car , 2001 .

[16]  Rama Cont Model Uncertainty and its Impact on the Pricing of Derivative Instruments , 2004 .

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

[18]  Terry J. Lyons,et al.  Stochastic finance. an introduction in discrete time , 2004 .

[19]  Weak Approximation of G-Expectations , 2011 .

[20]  W. Schachermayer,et al.  The asymptotic elasticity of utility functions and optimal investment in incomplete markets , 1999 .

[21]  Kim C. Border,et al.  Infinite Dimensional Analysis: A Hitchhiker’s Guide , 1994 .

[22]  H. Soner,et al.  Dual Formulation of Second Order Target Problems , 2010, 1003.6050.

[23]  Marcel Nutz,et al.  Superreplication under Volatility Uncertainty for Measurable Claims , 2012, 1208.6486.

[24]  David Lindley,et al.  Statistical Decision Functions , 1951, Nature.

[25]  S. Peng Nonlinear Expectations and Stochastic Calculus under Uncertainty , 2010, Probability Theory and Stochastic Modelling.

[26]  Mathias Beiglböck,et al.  Model-independent bounds for option prices—a mass transport approach , 2011, Finance Stochastics.

[27]  H. M. Soner,et al.  Martingale Representation Theorem for the G-Expectation , 2010, 1001.3802.

[28]  Nizar Touzi,et al.  A Stochastic Control Approach to No-Arbitrage Bounds Given Marginals, with an Application to Lookback Options , 2013, 1401.3921.

[29]  Ioannis Karatzas,et al.  Optimal arbitrage under model uncertainty. , 2011, 1202.2999.

[30]  Beatrice Acciaio,et al.  A MODEL‐FREE VERSION OF THE FUNDAMENTAL THEOREM OF ASSET PRICING AND THE SUPER‐REPLICATION THEOREM , 2013, 1301.5568.

[31]  Bruno Bouchard,et al.  Arbitrage and duality in nondominated discrete-time models , 2013, 1305.6008.

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

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

[34]  H. Soner,et al.  Martingale optimal transport and robust hedging in continuous time , 2012, 1208.4922.

[35]  L. Denis,et al.  A THEORETICAL FRAMEWORK FOR THE PRICING OF CONTINGENT CLAIMS IN THE PRESENCE OF MODEL UNCERTAINTY , 2006, math/0607111.

[36]  On the Existence of Optimal Portfolios for the Utility Maximization Problem in Discrete Time Financial Market Models , 2006 .

[37]  Yu‐Jui Huang,et al.  Robust Maximization of Asymptotic Growth Under Covariance Uncertainty , 2011, 1107.2988.

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

[39]  F. Delbaen,et al.  A general version of the fundamental theorem of asset pricing , 1994 .

[40]  Marcel Nutz,et al.  Random G-expectations. , 2010, 1009.2168.