Term Structure of Interest Rates, Yield Curve Residuals, and the Consistent Pricing of Interest Rates and Interest Rate Derivatives

Dynamic term structure models (DTSMs) price interest rate derivatives based on the model­ implied fair values of the yield curve, ignoring any pricing residuals on the yield curve that are either from model approximations or market imperfections. In contrast, option pricing in practice often takes the market observed yield curve as given and focuses exclusively on the specification of the volatility structure of forward rates. Thus, if any errors exist on the observed yield curve, they will be carried over permanently. This paper proposes a new framework that consistently prices both interest rates and interest rate derivatives. In particular, under such a framework, instead of making a priori assumptions, we allow the data on interest rates and interest rate derivatives to dictate the dynamics of the yield curve residuals, as well as their impact on the pricing of interest rate derivatives. Specifically, we propose an m+ n model structure. The first m factors capture the systematic movement of the yield curve and hence are referred to as the yield curve factors. The latter n factors are derived from the residuals on the yield curve and are labeled as the residual factors. We estimate a simple 3+3 Gaussian affine example using eight years of data on U.S. dollar LIBOR/swap rates and interest rate caps. The model performs well in pricing both interest rates and interest rate derivatives. Furthermore, we find that small residuals on the yield curve can have large impacts on the pricing of interest rate caps. Under the estimated model, the three Gaussian yield curve factors explain over 99.5 percent of the variation on the yield curve, but only account for less than 25 percent of the variation in the cap implied volatility. Incorporating the three residual factors improves the explained variance in cap implied volatility to over 95 percent. We investigate the reasons behind the ``amplification'' of yield curve residuals in pricing interest rate derivatives and find that the yield curve residuals are a recurring phenomenon, not a one­time event. Hence, the dynamics of the residuals influence option prices even if the current residual level is zero. We also find that the residuals concentrate on the two ends of the yield curve and are more transient than the original interest rate series, both of which, we argue, contribute to the amplification effect.

[1]  Ren-Raw Chen,et al.  Multi-Factor Cox-Ingersoll-Ross Models of the Term Structure: Estimates and Tests from a Kalman Filter Model , 2003 .

[2]  K. Singleton,et al.  PRICING COUPON‐BOND OPTIONS AND SWAPTIONS IN AFFINE TERM STRUCTURE MODELS , 2002 .

[3]  D. Duffie,et al.  Affine Processes and Application in Finance , 2002 .

[4]  P. Ritchken,et al.  Hedging in the Possible Presence of Unspanned Stochastic Volatility: Evidence from Swaption Markets , 2002 .

[5]  K. Singleton,et al.  Term Structure Dynamics in Theory and Reality , 2002 .

[6]  Markus Leippold,et al.  Design and Estimation of Quadratic Term Structure Models , 2002 .

[7]  Stephen M. Horan Throwing Away a Billion Dollars: The Cost of Suboptimal Exercise Strategies in the Swaptions Market , 2002 .

[8]  M. Musiela,et al.  Martingale Methods in Financial Modelling , 2002 .

[9]  Jun Liu THE MARKET PRICE OF CREDIT RISK : An Empirical Analysis of Interest Rate Swap Spreads , 2002 .

[10]  K. Singleton,et al.  Expectation puzzles, time-varying risk premia, and affine models of the term structure , 2002 .

[11]  Liuren Wu,et al.  Are Interest Rate Derivatives Spanned by the Term Structure of Interest Rates? , 2001 .

[12]  P. Collin‐Dufresne,et al.  Do Bonds Span the Fixed Income Markets? Theory and Evidence for Unspanned Stochastic Volatility , 2001 .

[13]  G. Duffee Term premia and interest rate forecasts in affine models , 2000 .

[14]  Niels Kjølstad Poulsen,et al.  New developments in state estimation for nonlinear systems , 2000, Autom..

[15]  F. Longstaff,et al.  The Market Price of Credit Risk: An Empirical Analysis of Interest Rate Swap Spreads , 2000 .

[16]  Estimating and Testing an Exponential-Affine Term Structure Model by Nonlinear Filtering , 2000 .

[17]  P. Glasserman,et al.  The Term Structure of Simple Forward Rates with Jump Risk , 2000 .

[18]  Eduardo S. Schwartz,et al.  The Relative Valuation of Caps and Swaptions: Theory and Empirical Evidence , 2000 .

[19]  An Empirical Analysis of the Common Factors Governing U.S. Dollar-LIBOR Implied Volatility Movements , 1999 .

[20]  J. Duan,et al.  Série Scientifique Scientific Series Estimating and Testing Exponential-affine Term Structure Models by Kalman Filter Estimating and Testing Exponential-affine Term Structure Models by Kalman Filter , 2022 .

[21]  Eduardo S. Schwartz,et al.  Throwing Away a Billion Dollars: The Cost of Suboptimal Exercise Strategies in the Swaption Market , 1999 .

[22]  D. Sornette,et al.  The Dynamics of the Forward Interest Rate Curve with Stochastic String Shocks , 1998, cond-mat/9801321.

[23]  Marek Musiela,et al.  Continuous-time term structure models: Forward measure approach , 1997, Finance Stochastics.

[24]  D. Duffie,et al.  An Econometric Model of the Term Structure of Interest-Rate Swap Yields , 1997 .

[25]  Farshid Jamshidian,et al.  LIBOR and swap market models and measures , 1997, Finance Stochastics.

[26]  K. Singleton,et al.  Specification Analysis of Affine Term Structure Models , 1997 .

[27]  Robert S. Goldstein The Term Structure of Interest Rates as a Random Field , 1997 .

[28]  M. Musiela,et al.  The Market Model of Interest Rate Dynamics , 1997 .

[29]  D. Sondermann,et al.  Closed Form Solutions for Term Structure Derivatives with Log-Normal Interest Rates , 1997 .

[30]  G. Duffee Estimating the Price of Default Risk , 1996 .

[31]  D. Duffie,et al.  A Yield-factor Model of Interest Rates , 1996 .

[32]  Robert B. Litterman,et al.  Explorations into Factors Explaining Money Market Returns , 1994 .

[33]  N. Pearson,et al.  Exploiting the conditional density in estimating the term structure , 1994 .

[34]  Ren-Raw Chen,et al.  Maximum Likelihood Estimation for a Multifactor Equilibrium Model of the Term Structure of Interest Rates , 1993 .

[35]  Eduardo S. Schwartz,et al.  Interest Rate Volatility and the Term Structure: A Two-Factor General Equilibrium Model , 1992 .

[36]  Robert B. Litterman,et al.  Common Factors Affecting Bond Returns , 1991 .

[37]  D. Heath,et al.  Bond Pricing and the Term Structure of Interest Rates: A Discrete Time Approximation , 1990, Journal of Financial and Quantitative Analysis.

[38]  Oldrich A. Vasicek An equilibrium characterization of the term structure , 1977 .