Is Volatility Risk Priced in the Option Market?

46 Pages Posted: 19 Apr 1999  

Andrea Buraschi

The University of Chicago; Imperial College Business School; Centre for Economic Policy Research (CEPR)

Jens Carsten Jackwerth

University of Konstanz - Department of Economics

Date Written: March 1999

Abstract

Rubinstein (1994) shows evidence of a significant time pattern in the shape of the volatility smile after the crash of 1987 and proposes an implied binomial tree approach to overcome the empirical limitations of the Black and Scholes model. This approach, and more generally the class of generalized deterministic volatility models, is based on the assumption that the local volatility of the underlying asset is a known function of time and of the path and level of the underlying asset price. In these economies, options are redundant assets. We use this observation as a testable restriction and ask three questions. First, is the observed dynamics of the smile consistent with deterministic volatility models? Second, if volatility is stochastic, so that two assets cannot dynamically complete the market, is volatility also priced and if so how important is to model explicitly the price of volatility in the design of risk management strategies? We address this question by testing if the returns on the underlying and on at-the-money options span the asset prices in the economy or if we need additional information from returns on other options or the riskfree rate. Third, are there any differences in the spanning properties of the option market before and after the 1987 market crash?

We cast these questions in terms of martingale restrictions on the pricing kernel and conduct tests based on daily S&P500 index options data from April 1986--December 1995. All our tests suggest that both in- and out-of-the-money options are needed for spanning purposes. This finding is even stronger in the postcrash period and suggests that returns on away-from-the-money options are driven by at least one additional economic factor compared to returns on at-the-money options. This finding is inconsistent with the implications of deterministic volatility models based on generalized deterministic volatility. The finding is consistent with explanations of the smile in which volatility is stochastic and priced in equilibrium and with models in which away-from-the-money options are used in equilibrium by a different specialized clientele, such as portfolio insurers, subject to different budget constraints and/or portfolio objectives than the typical investor in at-the-money options.

JEL Classification: G13

Suggested Citation

Buraschi, Andrea and Jackwerth, Jens Carsten, Is Volatility Risk Priced in the Option Market? (March 1999). Available at SSRN: https://ssrn.com/abstract=161148 or http://dx.doi.org/10.2139/ssrn.161148

Andrea Buraschi (Contact Author)

The University of Chicago ( email )

5807 S. Woodlawn Avenue
Chicago, IL 60637
United States
7738347123 (Phone)

HOME PAGE: http://www.andreaburaschi.com/

Imperial College Business School ( email )

South Kensington Campus
Exhibition Road
London SW7 2AZ, SW7 2AZ
United Kingdom

HOME PAGE: http://www.andreaburaschi.com/

Centre for Economic Policy Research (CEPR)

77 Bastwick Street
London, EC1V 3PZ
United Kingdom

Jens Carsten Jackwerth

University of Konstanz - Department of Economics ( email )

Universitaetsstr. 10
Konstanz, 78457
Germany
+497531882196 (Phone)
+497531883120 (Fax)

HOME PAGE: http://cms.uni-konstanz.de/wiwi/jackwerth/

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