HEDGING BY SEQUENTIAL REGRESSIONS REVISITED

Almost 20 years ago Foellmer and Schweizer (1989) suggested a simple and influential scheme for the computation of hedging strategies in an incomplete market. Their approach of local risk minimization results in a sequence of one-period least squares regressions running recursively backwards in time. In the meantime there have been significant developments in the global risk minimization theory for semimartingale price processes. In this paper we revisit hedging by sequential regression in the context of global risk minimization, in the light of recent results obtained by Cerny and Kallsen (2007). A number of illustrative numerical examples is given.

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

[2]  M. Schweizer Option hedging for semimartingales , 1991 .

[3]  H. Pham,et al.  Mean‐Variance Hedging and Numéraire , 1998 .

[4]  MEAN–VARIANCE HEDGING AND OPTIMAL INVESTMENT IN HESTON'S MODEL WITH CORRELATION , 2008 .

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

[6]  Manfred Schäl,et al.  On Quadratic Cost Criteria for Option Hedging , 1994, Math. Oper. Res..

[7]  H. Föllmer,et al.  Hedging of contingent claims under incomplete in-formation , 1991 .

[8]  J. Kallsen,et al.  On the Structure of General Mean-Variance Hedging Strategies , 2005, 0708.1715.

[9]  T. Björk,et al.  Towards a General Theory of Good Deal Bounds , 2006 .

[10]  Takuji Arai,et al.  An extension of mean-variance hedging to the discontinuous case , 2005, Finance Stochastics.

[11]  Aleš Černý Generalized Sharpe Ratios and Asset Pricing in Incomplete Markets , 2000 .

[12]  Dimitris Bertsimas,et al.  Hedging Derivative Securities and Incomplete Markets: An Formula-Arbitrage Approach , 2001, Oper. Res..

[13]  Hedging by Sequential Regression , 1989 .

[14]  Markus Leippold,et al.  A Geometric Approach To Multiperiod Mean Variance Optimization of Assets and Liabilities , 2004 .

[15]  F. Black,et al.  The Pricing of Options and Corporate Liabilities , 1973, Journal of Political Economy.

[16]  Mean-Variance Hedging and Optimal Investment in Heston's Model with Correlation , 2006 .

[17]  J. Cochrane,et al.  Beyond Arbitrage: 'Good Deal' Asset Price Bounds in Incomplete Markets , 1996 .

[18]  M. Schweizer A guided tour through quadratic hedging approaches , 1999 .

[19]  Jan Kallsen A utility maximization approach to hedging in incomplete markets , 1999, Math. Methods Oper. Res..

[20]  E. Platen,et al.  Sharpe Ratio Maximization and Expected Utility when Asset Prices have Jumps , 2007 .

[21]  Leonard Rogers,et al.  Equivalent martingale measures and no-arbitrage , 1994 .

[22]  Robert C. Dalang,et al.  Equivalent martingale measures and no-arbitrage in stochastic securities market models , 1990 .

[23]  Walter Schachermayer,et al.  A Simple Counterexample to Several Problems in the Theory of Asset Pricing , 1993 .

[24]  Martin Schweizer,et al.  Variance-Optimal Hedging in Discrete Time , 1995, Math. Oper. Res..

[25]  J. MacKinnon,et al.  Estimation and inference in econometrics , 1994 .

[26]  Markus Leippold,et al.  A Geometric Approach to Multiperiod Mean Variance Optimization of Assets and Liabilities , 2001 .

[27]  D. Sondermann Hedging of non-redundant contingent claims , 1985 .

[28]  Huyên Pham,et al.  On quadratic hedging in continuous time , 2000, Math. Methods Oper. Res..

[29]  On the Mean-Variance Hedging Problem , 1999 .

[30]  E. Ziirich HEDGING BY SEQUENTIAL REGRESSION: AN INTRODUCTION TO THE MATHEMATICS OF OPTION TRADING , 2000 .

[31]  Jan Kallsen,et al.  Derivative pricing based on local utility maximization , 2002, Finance Stochastics.

[32]  Shota Gugushvili,et al.  Dynamic Programming and Mean-Variance Hedging in Discrete Time , 2003 .