Stripping the Discount Curve—A Robust Machine Learning Approach
Published Online:22 Dec 2025https://doi.org/10.1287/mnsc.2023.01401
References
- (2007) Discount curve construction with tension splines. Rev. Derivatives Res. 10(3):227–267.Crossref, Google Scholar
- (1995) Interest rates as options. J. Finance 50(5):1371–1376.Crossref, Google Scholar
- (1996) Testing term structure estimation methods. Federal Reserve Bank of Atlanta Working Paper No. 96–12a, Federal Reserve Bank of Atlanta, Atlanta.Google Scholar
- (2011) Functional Analysis, Sobolev Spaces and Partial Differential Equations (Springer, New York).Crossref, Google Scholar
- (2005) Bond risk premia. Amer. Econom. Rev. 95(1):138–160.Crossref, Google Scholar
- (2009) Decomposing the yield curve. 2009 Meeting Papers 18, Society for Economic Dynamics, https://ideas.repec.org/p/red/sed009/18.html.Google Scholar
- (2008) Identification of maximal affine term structure models. J. Finance 63(2):743–795.Crossref, Google Scholar
- (1985) A theory of the term structure of interest rates. Econometrica 53(2):385–407.Crossref, Google Scholar
- (2007) Cambridge monographs on applied and computational mathematics. Learning Theory: An Approximation Theory Viewpoint, vol. 24 (Cambridge University Press, Cambridge, UK).Crossref, Google Scholar
- (1996) Long forward and zero-coupon rates can never fall. J. Bus. 69(1):1–25.Crossref, Google Scholar
- European Insurance and Occupational Pensions Authority (2020) Technical documentation of the methodology to derive EIOPA’s risk-free interest rate term structures. Discussion paper, European Insurance and Occupational Pensions Authority, Frankfurt, Germany.Google Scholar
- (1987) The information in long-maturity forward rates. Amer. Econom. Rev. 77(4):680–692.Google Scholar
- (2001) Consistency Problems for Heath–Jarrow–Morton Interest Rate Models, Lecture Notes in Mathematics, vol. 1760 (Springer-Verlag, Berlin).Crossref, Google Scholar
- (2009) Term-Structure Models: A Graduate Course (Springer-Verlag, Berlin).Crossref, Google Scholar
- (2018) Exact smooth term-structure estimation. SIAM J. Financial Math. 9(3):907–929.Crossref, Google Scholar
- (2017) Linear-rational term structure models. J. Finance 72(2):655–704.Crossref, Google Scholar
- (2022) Shrinking the term structure. Swiss Finance Institute Research Paper No. 22-61, Swiss Finance Institute, Geneva.Google Scholar
- (1995) Fitting the term structure of interest rates with smoothing splines. Finance and Economics Discussion Series No. 95-1, Board of Governors of the Federal Reserve System, Washington, DC.Google Scholar
- (2017) Excess volatility: Beyond discount rates. Quart. J. Econom. 133(1):71–127.Crossref, Google Scholar
- (2007) The U.S. Treasury yield curve: 1961 to the present. J. Monetary Econom. 54(8):2291–2304.Crossref, Google Scholar
- (2010) The TIPS yield curve and inflation compensation. Amer. Econom. J. Macroeconomics 2(1):70–92.Crossref, Google Scholar
- (2009) The Elements of Statistical Learning, Springer Series in Statistics, 2nd ed. (Springer, New York).Crossref, Google Scholar
- (1992) Bond pricing and the term structure of interest rates: A new methodology for contingent claims valuation. Econometrica 60(1):77–105.Crossref, Google Scholar
- (1990) Pricing interest-rate-derivative securities. Rev. Financial Stud. 3(4):573–592.Crossref, Google Scholar
- (2003) Limit Theorems for Stochastic Processes, Fundamental Principles of Mathematical Sciences, 2nd ed., vol. 288 (Springer-Verlag, Berlin).Crossref, Google Scholar
- (2006) Flexible term structure estimation: Which method is preferred? Metrika 63(1):99–122.Crossref, Google Scholar
- (2016) Issues with the Smith–Wilson method. Insurance Math. Econom. 71:93–102.Crossref, Google Scholar
- (2001) Yield curve estimation by kernel smoothing methods. J. Econometrics 105(1):185–223.Crossref, Google Scholar
- (2021) Reconstructing the yield curve. J. Financial Econom. 142(3):1395–1425.Crossref, Google Scholar
- (1971) Measuring the term structure of interest rates. J. Bus. 44(1):19–31.Crossref, Google Scholar
- (1987) Parsimonious modeling of yield curves. J. Bus. 60(4):473–489.Crossref, Google Scholar
- (2016) An Introduction to the Theory of Reproducing Kernel Hilbert Spaces, Cambridge Studies in Advanced Mathematics (Cambridge University Press, Cambridge, UK).Crossref, Google Scholar
- (2006) Gaussian Processes for Machine Learning, Adaptive Computation and Machine Learning Series (MIT Press, Cambridge, MA).Google Scholar
- (2018) Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond (MIT Press, Cambridge, MA).Google Scholar
- (2005) Hierarchical Gaussian process mixtures for regression. Statist. Comput. 15(1):31–41.Crossref, Google Scholar
- (2001) Fitting yield curves with long term constraints. Research report, Bacon & Woodrow, London.Google Scholar
- (1994) Estimating and interpreting forward interest rates: Sweden 1992–1994. NBER Working Paper No. 4871, National Bureau of Economic Research, Cambridge, MA.Google Scholar
- (1997) Nonparametric smoothing of yield curves. Rev. Quant. Finance Accounting 9(3):251–267.Crossref, Google Scholar
- (2012) Ordinary Differential Equations and Dynamical Systems, Graduate Studies in Mathematics, vol. 140 (American Mathematical Society, Providence, RI).Crossref, Google Scholar
- (2011) Markov chain Monte Carlo algorithms for Gaussian processes. Barber D, Cemgil AT, Chiappa S, eds. Bayesian Time Series Models (Cambridge University Press, Cambridge, UK), 295–316.Crossref, Google Scholar
- (1977) An equilibrium characterization of the term structure. J. Financial Econom. 5(2):177–188.Crossref, Google Scholar
- (1982) Term structure modeling using exponential splines. J. Finance 37(2):339–348.Crossref, Google Scholar
- (2019) Variants of the Smith–Wilson method with a view towards applications. Preprint, submitted June 14, https://arxiv.org/abs/1906.06363.Google Scholar
