FIN-01-044

An Examination of the Static and Dynamic Performance of Interest Rate Option Pricing Models In the Dollar Cap-Floor Markets

September 2001

Anurag Gupta and Marti G. Subrahmanyam

ABSTRACT

This paper examines the static and dynamic accuracy of interest rate option pricing models in the U.S. dollar interest rate cap and floor markets. We evaluate alternative one-factor and two-factor term structure models of the spot and the forward interest rates on the basis of their out-of-sample predictive ability in terms of pricing and hedging performance. The one-factor models analyzed consist of two spot-rate specifications (Hull and White (1990) and Black-Karasinski (1991), five forward rate specifications (within the general Heath, Jarrow and Morton (1990b) class), and one LIBOR market model (Brace, Gatarek and Musiela (1997) [BGM]). For two-factor models, two alternative forward rate specifications are implemented within the HJM framework. We conduct tests on daily data from March-December 1998, consisting of actual cap and floor prices across both strike rates and maturities. Results show that fitting the skew of the underlying interest rate distribution provides accurate pricing results within a one-factor framework. However, for hedging performance, introducing a second stochastic factor is more important than fitting the skew of the underlying distribution. Overall, the one-factor lognormal model for short term interest rates outperforms other competing models in pricing tests, while two-factor models perform significantly better than one-factor models in hedging tests. Modeling the second factor allows a better representation of the dynamic evolution of the term structure by incorporating expected twists in the yield curve. Thus, the interest rate dynamics embedded in two-factor models appears to be closer to the one driving the actual economic environment, leading to more accurate hedges. This constitutes evidence against claims in the literature that correctly specified and calibrated one-factor models could replace multi-factor models for consistent pricing and hedging of interest rate contingent claims.

Classification: G12, G13

Anurag Gupta
Institution: Department of Banking and Finance, Weatherhead School of Management, Case Western Reserve University, 10900 Euclid Avenue, Cleveland, Ohio 44106-7235.
Telephone: (216) 368-2938
Fax: (216) 368-4776
Email: axg77@po.cwru.edu

Marti G. Subrahmanyam
Institution: Stern School of Business, New York University, 44th West 4th Street, New York, NY 10012
Telephone: (212) 998-0348
Fax: (212) 995-4233
Email: msubrahm@stern.nyu.edu
Homepage: http://www.stern.nyu.edu/~msubrahm

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