Liquidity risk, price impacts and the replication problem

We extend a linear version of the liquidity risk model of Çetin et al. (Finance Stoch. 8:311–341, 2004) to allow for price impacts. We show that the impact of a market order on prices depends on the size of the transaction and the level of liquidity. We obtain a simple characterization of self-financing trading strategies and a sufficient condition for no arbitrage. We consider a stochastic volatility model in which the volatility is partly correlated with the liquidity process and show that, with the use of variance swaps, contingent claims whose payoffs depend on the value of the asset can be approximately replicated in this setting. The replicating costs of such payoffs are obtained from the solutions of BSDEs with quadratic growth, and analytical properties of these solutions are investigated.

[1]  M. Kobylanski Backward stochastic differential equations and partial differential equations with quadratic growth , 2000 .

[2]  S. Peng,et al.  Adapted solution of a backward stochastic differential equation , 1990 .

[3]  Huyên Pham,et al.  A model of optimal portfolio selection under liquidity risk and price impact , 2006, Finance Stochastics.

[4]  P. Protter Stochastic integration and differential equations , 1990 .

[5]  B. Rosenow,et al.  Order book approach to price impact , 2003, cond-mat/0311457.

[6]  Robert A. Jarrow Derivative Security Markets, Market Manipulation, and Option Pricing Theory , 1994 .

[7]  L. Rogers,et al.  THE COST OF ILLIQUIDITY AND ITS EFFECTS ON HEDGING , 2010 .

[8]  Nizar Touzi,et al.  Options hedging under liquidity costs , 2006 .

[9]  Philip Protter,et al.  AN ANALYSIS OF THE SUPPLY CURVE FOR LIQUIDITY RISK THROUGH BOOK DATA , 2010 .

[10]  Philip Protter,et al.  Noname manuscript No. (will be inserted by the editor) Liquidity Risk and Arbitrage Pricing Theory , 2003 .

[11]  Alexander Schied,et al.  Optimal execution strategies in limit order books with general shape functions , 2007, 0708.1756.

[12]  S. Heston A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options , 1993 .

[13]  Nizar Touzi,et al.  Option hedging for small investors under liquidity costs , 2010, Finance Stochastics.

[14]  Rüdiger Frey,et al.  Perfect option hedging for a large trader , 1998, Finance Stochastics.

[15]  Bernd Rosenow,et al.  Large stock price changes: volume or liquidity? , 2004, cond-mat/0401132.

[16]  Ying Hu,et al.  BSDE with quadratic growth and unbounded terminal value , 2006 .

[17]  J. Detemple,et al.  The Valuation of Volatility Options , 2000 .

[18]  D. Duffie,et al.  A YIELD-FACTOR MODEL OF INTEREST RATES , 1996 .

[19]  L. Rogers,et al.  MODELING LIQUIDITY EFFECTS IN DISCRETE TIME , 2007 .

[20]  F. Lillo,et al.  What really causes large price changes? , 2003, cond-mat/0312703.

[21]  F. Delbaen,et al.  The fundamental theorem of asset pricing for unbounded stochastic processes , 1998 .

[22]  Peter Bank,et al.  Hedging and Portfolio Optimization in Financial Markets with a Large Trader , 2004 .

[23]  Alan G. White,et al.  The Pricing of Options on Assets with Stochastic Volatilities , 1987 .