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An Extended Macro-Finance Model with Financial Factors

Published online by Cambridge University Press:  07 June 2011

Hans Dewachter
Affiliation:
National Bank of Belgium, de Berlaimontlaan 14, 1000 Brussels, Belgium, Katholieke Universiteit Leuven, and CESifo Group. hans.dewachter@nbb.be
Leonardo Iania
Affiliation:
Center for Economic Studies, Katholieke Universiteit Leuven, Naamsestraat 69, 3000 Leuven, Belgium, and Maastricht University. leonardo.iania@econ.kuleuven.be

Abstract

This paper extends the benchmark macro-finance (MF) model by introducing, next to the standard macroeconomic factors, additional liquidity-related and return-forecasting factors. Liquidity factors are obtained from a decomposition of the money market spread, while the return-forecasting (risk premium) factor is extracted by imposing a single-factor structure on the 1-period expected excess holding return. The model is estimated on U.S. data using Markov chain Monte Carlo techniques. Two findings stand out. First, the model significantly outperforms most structural and nonstructural MF yield curve models in terms of the cross-sectional fit of the yield curve. Second, financial shocks have a statistically and economically significant impact on the yield curve.

Type
Research Articles
Copyright
Copyright © Michael G. Foster School of Business, University of Washington 2011

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References

Ang, A., and Piazzesi, M.. “A No-Arbitrage Vector Autoregression of Term Structure Dynamics with Macro-Economic and Latent Variables.” Journal of Monetary Economics, 50 (2003), 745787.CrossRefGoogle Scholar
Ang, A.; Piazzesi, M.; and Wei, M.. “What Does the Yield Curve Tell Us About GDP Growth?Journal of Econometrics, 131 (2006), 359403.CrossRefGoogle Scholar
Backus, D. K., and Wright, J. H.. “Cracking the Conundrum.” Brookings Papers on Economic Activity, 1 (2007), 293316.CrossRefGoogle Scholar
Bekaert, G.; Cho, S.; and Moreno, A.. “New Keynesian Macroeconomics and the Term Structure.” Journal of Money, Credit and Banking, 42 (2010), 3362.CrossRefGoogle Scholar
Berardi, A.Term Structure, Inflation, and Real Activity.” Journal of Financial and Quantitative Analysis, 44 (2009), 9871011.CrossRefGoogle Scholar
Bradley, M. G., and Lumpkin, S. A.. “The Treasury Yield Curve as a Cointegrated System.” Journal of Financial and Quantitative Analysis, 27 (1992), 449463.CrossRefGoogle Scholar
Campbell, J. Y.; Shiller, R. J.; and Viceira, L. M.. “Understanding Inflation-Indexed Bond Markets.” Brookings Papers on Economic Activity, 1 (2009), 79120.CrossRefGoogle Scholar
Chib, S., and Ergashev, B.. “Analysis of Multi-Factor Affine Yield Curve Models.” Journal of the American Statistical Association, 104 (2009), 13241337.CrossRefGoogle Scholar
Chib, S., and Greenberg, E.. “Hierarchical Bayes Modeling.” In The New Palgrave Dictionary of Economics, 2nd ed., Durlauf, S. N. and Blume, L. E., eds. New York: Palgrave Macmillan (2008).Google Scholar
Christensen, J. H. E.; Lopez, J. A.; and Rudebusch, G. D.. “Do Central Bank Liquidity Facilities Affect Interbank Lending Rates?” Working Paper Series, Federal Reserve Bank of San Francisco, 2009-13 (2009).CrossRefGoogle Scholar
Cochrane, J. H., and Piazzesi, M.. “Bond Risk Premia.” American Economic Review, 95 (2005), 138160.CrossRefGoogle Scholar
Cochrane, J. H., and Piazzesi, M.. “Decomposing the Yield Curve.” AFA 2010 Atlanta Meetings Paper (2009).Google Scholar
Collin-Dufresne, P., and Solnik, B.. “On the Term Structure of Default Premia in Swap and LIBOR Markets.” Journal of Finance, 56 (2001), 10951115.CrossRefGoogle Scholar
Dai, Q., and Singleton, K. J.. “Specification Analysis of Affine Term Structure Models.” Journal of Finance, 55 (2000), 19431978.CrossRefGoogle Scholar
De Graeve, F.; Emiris, M.; and Wouters, R.. “A Structural Decomposition of the U.S. Yield Curve.” Journal of Monetary Economics, 56 (2009), 545559.CrossRefGoogle Scholar
Dewachter, H. “Imperfect Information, Macroeconomic Dynamics and the Yield Curve: An Encompassing Macro-Finance Model.” National Bank of Belgium Working Paper 144 (2008).CrossRefGoogle Scholar
Dewachter, H., and Lyrio, M.. “Macro Factors and the Term Structure of Interest Rates.” Journal of Money, Credit and Banking, 38 (2006), 119140.CrossRefGoogle Scholar
Dewachter, H., and Lyrio, M.. “Learning, Macroeconomic Dynamics, and the Term Structure of Interest Rates.” In Asset Prices and Monetary Policy, Campbell, J. Y., ed. NBER, Chicago, IL: University of Chicago Press (2008).Google Scholar
Dewachter, H.; Lyrio, M.; and Maes, K.. “A Joint Model for the Term Structure of Interest Rates and the Macroeconomy.” Journal of Applied Econometrics, 21 (2006), 439462.CrossRefGoogle Scholar
Duffee, G. R. “Term Premia and Interest Rate Forecasts in Affine Models.” Journal of Finance, 57 (2002), 405443.CrossRefGoogle Scholar
Duffee, G. R. “Information in (and not in) the Term Structure.” Working Paper, Johns Hopkins University (2009).Google Scholar
Duffie, D., and Kan, R.. “A Yield-Factor Model of Interest Rates.” Mathematical Finance, 6 (1996), 379406.CrossRefGoogle Scholar
Estrella, A., and Mishkin, F.. “The Yield Curve as a Predictor of U.S. Recessions.” Current Issues in Economics and Finance, 2 (1996), 16.Google Scholar
Feldhütter, P., and Lando, D.. “Decomposing Swap Spreads.” Journal of Financial Economics, 88 (2008), 375405.CrossRefGoogle Scholar
Geweke, J.Using Simulation Methods for Bayesian Econometric Models: Inference, Development and Communication.” Econometric Reviews, 18 (1999), 173.CrossRefGoogle Scholar
Goodfriend, M.Interest Rate Policy and the Inflation Scare Problem: 1979–1992.” Federal Reserve Bank of Richmond Economic Quarterly, 79 (1993), 123.Google Scholar
Gürkaynak, R. S.; Sack, B.; and Wright, J. H.. “The U.S. Treasury Yield Curve: 1961 to the Present.” Journal of Monetary Economics, 54 (2007), 22912304.CrossRefGoogle Scholar
Harvey, A. C. Forecasting, Structural Time Series Models and the Kalman Filter. Cambridge, UK: Cambridge University Press (1991).Google Scholar
Hördahl, P.; Tristani, O.; and Vestin, D.. “A Joint Econometric Model of Macroeconomic and Term Structure Dynamics.” Journal of Econometrics, 131 (2006), 405444.CrossRefGoogle Scholar
Ireland, P.Changes in the Federal Reserve’s Inflation Target: Causes and Consequences.” Journal of Money, Credit and Banking, 39 (2007), 18511882.CrossRefGoogle Scholar
Joslin, S.; Priebsch, M.; and Singleton, K. J.. “Risk Premium Accounting in Macro-Dynamic Term Structure Models.” Working Paper, Massachusetts Institute of Technology (2009).Google Scholar
Kozicki, S., and Tinsley, P. A.. “Shifting Endpoints in the Term Structure of Interest Rates.” Journal of Monetary Economics, 47 (2001), 613652.CrossRefGoogle Scholar
Krishnamurthy, A., and Vissing-Jorgensen, A.. “The Aggregate Demand for Treasury Debt.” Working Paper, Princeton University (2010).Google Scholar
Laubach, T., and Williams, J. C.. “Measuring the Natural Rate of Interest.” Review of Economics and Statistics, 85 (2003), 10631070.CrossRefGoogle Scholar
Lemke, W.An Affine Macro-Finance Term Structure Model for the Euro Area.” North American Journal of Economics and Finance, 19 (2008), 4169.CrossRefGoogle Scholar
Liu, J.; Longstaff, F. A.; and Mandell, R. E.. “The Market Price of Risk in Interest Rate Swaps: The Roles of Default and Liquidity Risks.” Journal of Business, 79 (2006), 23372359.CrossRefGoogle Scholar
Longstaff, F. A. “The Flight-to-Liquidity Premium in U.S. Treasury Bond Prices.” Journal of Business, 77 (2004), 511526.CrossRefGoogle Scholar
Rudebusch, G. D., and Wu, T.. “A Macro-Finance Model of the Term Structure, Monetary Policy and the Economy.” Economic Journal, 118 (2008), 906926.CrossRefGoogle Scholar
Rudebusch, G. D.; Swanson, E. T.; and Wu, T.. “The Bond Yield ‘Conundrum’ from a Macro-Finance Perspective.” Federal Reserve Bank of San Francisco Working Paper Series 2006-16 (2006).CrossRefGoogle Scholar
Tang, H., and Xia, Y.. “An International Examination of Affine Term Structure Models and the Expectations Hypothesis.” Journal of Financial and Quantitative Analysis, 42 (2007), 4180.CrossRefGoogle Scholar
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