Pricing Exotic Discrete Variance Swaps under the 3/2-Stochastic Volatility Models

Abstract We consider pricing of various types of exotic discrete variance swaps, like the gamma swaps and corridor variance swaps, under the 3/2-stochastic volatility models (SVMs) with jumps in asset price. The class of SVMs that use a constant-elasticity-of-variance (CEV) process for the instantaneous variance exhibits good analytical tractability only when the CEV parameter takes just a few special values (namely 0, 1/2, 1 and 3/2). The popular Heston model corresponds to the choice of the CEV parameter to be 1/2. However, the stochastic volatility dynamics implied by the Heston model fails to capture some important empirical features of the market data. The choice of 3/2 for the CEV parameter in the SVM shows better agreement with empirical studies while it maintains a good level of analytical tractability. Using the partial integro-differential equation (PIDE) formulation, we manage to derive quasi-closed-form pricing formulas for the fair strike prices of various types of exotic discrete variance swaps with various weight processes and different return specifications under the 3/2-model. Pricing properties of these exotic discrete variance swaps with respect to various model parameters are explored.

[1]  Gabriel G. Drimus Options on realized variance by transform methods: a non-affine stochastic volatility model , 2009 .

[2]  Mark Broadie,et al.  The Effect of Jumps and Discrete Sampling on Volatility and Variance Swaps , 2008 .

[3]  Eckhard Platen,et al.  Pricing and hedging of long dated variance swaps under a 3/2 volatility model , 2010, J. Comput. Appl. Math..

[4]  Song-Ping Zhu,et al.  A simplified analytical approach for pricing discretely-sampled variance swaps with stochastic volatility , 2012, Appl. Math. Lett..

[5]  C. S. Jones The dynamics of stochastic volatility: evidence from underlying and options markets , 2003 .

[6]  Gurdip Bakshi,et al.  Estimation of Continuous-Time Models with an Application to Equity Volatility Dynamics , 2005 .

[7]  P. Carr,et al.  A new approach for option pricing under stochastic volatility , 2007 .

[8]  R. Elliott,et al.  Pricing Variance and Volatility Swaps in a Stochastic Volatility Model with Regime Switching: Discrete Observations Case , 2012 .

[9]  Dawn Hunter A finite-difference method for the valuation of variance swaps , 2001 .

[10]  Jan Baldeaux,et al.  Consistent Modelling of VIX and Equity Derivatives Using a 3/2 plus Jumps Model , 2012, 1203.5903.

[11]  Song-Ping Zhu,et al.  A CLOSED‐FORM EXACT SOLUTION FOR PRICING VARIANCE SWAPS WITH STOCHASTIC VOLATILITY , 2010 .

[12]  Luis M. Viceira,et al.  Spectral GMM Estimation of Continuous-Time Processes , 1999 .

[13]  Peter Carr,et al.  Volatility Derivatives , 2009 .

[14]  K. Demeterfi,et al.  More than You ever Wanted to Know about Volatility Swaps , 1999 .

[15]  Corridor Variance Swaps , 2002 .

[16]  A. Javaheri The volatility process: a study of stock market dynamics via parametric stochastic volatility models and a comparaison to the information embedded in the option price , 2004 .

[17]  Yue Kuen Kwok,et al.  CLOSED FORM PRICING FORMULAS FOR DISCRETELY SAMPLED GENERALIZED VARIANCE SWAPS , 2011 .

[18]  R. Engle,et al.  Modeling Variance of Variance: The Square-Root, the Affine, and the CEV GARCH Models ∗ , 2002 .

[19]  Alan L. Lewis Option Valuation under Stochastic Volatility , 2000 .

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

[21]  Mark H. A. Davis,et al.  Variance Derivatives: Pricing and Convergence , 2012 .

[22]  Carole Bernard,et al.  Prices and Asymptotics for Discrete Variance Swaps , 2013, 1305.7092.

[23]  D. Duffie,et al.  Transform Analysis and Asset Pricing for Affine Jump-Diffusions , 1999 .

[24]  P. Carr,et al.  Pricing swaps and options on quadratic variation under stochastic time change models—discrete observations case , 2010 .

[25]  M. Yor,et al.  Mathematical Methods for Financial Markets , 2009 .

[26]  P. Carr,et al.  Option Pricing, Interest Rates and Risk Management: Towards a Theory of Volatility Trading , 2001 .

[27]  A. Osseiran,et al.  Exotic Options and Hybrids: A Guide to Structuring, Pricing and Trading , 2010 .

[28]  A. Itkin New solvable stochastic volatility models for pricing volatility derivatives , 2012, 1205.3550.