Common factors, principal components analysis, and the term structure of interest rates
This paper studies common factor structure of bond returns from the US, UK and Germany. We estimate factors using both principal components analysis and common principal components analysis (CPCA), and construct factor mimicking portfolios to provide interpretations for some of these factors. A regression analysis of these portfolios shows that the common factors relate mostly to the level and steepness of the term structure in the US, with the first common factor explains approximately 90% of the variation. We use simulations to show that the power of the CPC test statistic to detect similarities in the factor structure which comprises our sample is limited.
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Volume (Year): 24 (2012)
Issue (Month): C ()
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- Graciela Boente, 2002. "Influence functions and outlier detection under the common principal components model: A robust approach," Biometrika, Biometrika Trust, vol. 89(4), pages 861-875, December.
- Ruslan Bikbov & Mikhail Chernov, 2010.
"No-arbitrage macroeconomic determinants of the yield curve,"
- Bikbov, Ruslan & Chernov, Mikhail, 2010. "No-arbitrage macroeconomic determinants of the yield curve," Journal of Econometrics, Elsevier, vol. 159(1), pages 166-182, November.
- Pierre Collin-Dufresne & Robert S. Goldstein & Christopher S. Jones, 2008. "Identification of Maximal Affine Term Structure Models," Journal of Finance, American Finance Association, vol. 63(2), pages 743-795, 04.
- Jushan Bai, 2003. "Inferential Theory for Factor Models of Large Dimensions," Econometrica, Econometric Society, vol. 71(1), pages 135-171, January.
- Driessen, J.J.A.G. & Melenberg, B. & Nijman, T.E., 2000.
"Common Factors in International Bond Returns,"
2000-91, Tilburg University, Center for Economic Research.
- Francis X. Diebold & Canlin Li, 2003.
"Forecasting the Term Structure of Government Bond Yields,"
NBER Working Papers
10048, National Bureau of Economic Research, Inc.
- Diebold, Francis X. & Li, Canlin, 2006. "Forecasting the term structure of government bond yields," Journal of Econometrics, Elsevier, vol. 130(2), pages 337-364, February.
- Francis X. Diebold & Canlin Li, 2002. "Forecasting the Term Structure of Government Bond Yields," Center for Financial Institutions Working Papers 02-34, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Diebold, Francis X. & Li, Canlin, 2003. "Forecasting the term structure of government bond yields," CFS Working Paper Series 2004/09, Center for Financial Studies (CFS).
- Qiang Dai & Kenneth J. Singleton, 1997.
"Specification Analysis of Affine Term Structure Models,"
NBER Working Papers
6128, National Bureau of Economic Research, Inc.
- Qiang Dai & Kenneth J. Singleton, 2000. "Specification Analysis of Affine Term Structure Models," Journal of Finance, American Finance Association, vol. 55(5), pages 1943-1978, October.
- Qiang Dai & Kenneth J. Singleton, 1998. "Specification Analysis of Affine Term Structure Models," New York University, Leonard N. Stern School Finance Department Working Paper Seires 98-083, New York University, Leonard N. Stern School of Business-.
- Engsted, Tom & Tanggaard, Carsten, 2007. "The comovement of US and German bond markets," International Review of Financial Analysis, Elsevier, vol. 16(2), pages 172-182.
- James D. Hamilton & Jing Cynthia Wu, 2012.
"Identification and Estimation of Gaussian Affine Term Structure Models,"
NBER Working Papers
17772, National Bureau of Economic Research, Inc.
- Hamilton, James D. & Wu, Jing Cynthia, 2012. "Identification and estimation of Gaussian affine term structure models," Journal of Econometrics, Elsevier, vol. 168(2), pages 315-331.
- Egorov, Alexei V. & Li, Haitao & Ng, David, 2011. "A tale of two yield curves: Modeling the joint term structure of dollar and euro interest rates," Journal of Econometrics, Elsevier, vol. 162(1), pages 55-70, May.
- Goyal, Amit & Pérignon, Christophe & Villa, Christophe, 2008. "How common are common return factors across the NYSE and Nasdaq?," Journal of Financial Economics, Elsevier, vol. 90(3), pages 252-271, December.
- Perignon, Christophe & Smith, Daniel R. & Villa, Christophe, 2007. "Why common factors in international bond returns are not so common," Journal of International Money and Finance, Elsevier, vol. 26(2), pages 284-304, March.
- Robert J. Boik, 2002. "Spectral models for covariance matrices," Biometrika, Biometrika Trust, vol. 89(1), pages 159-182, March.
- Ruslan Bikbov & Mikhail Chernov, 2011. "Yield Curve and Volatility: Lessons from Eurodollar Futures and Options," Journal of Financial Econometrics, Society for Financial Econometrics, vol. 9(1), pages 66-105, Winter.
- repec:hal:journl:peer-00732517 is not listed on IDEAS
- Babbs, Simon H. & Nowman, K. Ben, 1999. "Kalman Filtering of Generalized Vasicek Term Structure Models," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 34(01), pages 115-130, March.
- Driessen, J.J.A.G. & Melenberg, B. & Nijman, T.E., 2003. "Common factors in international bond returns," Other publications TiSEM 06a83942-b625-4d3c-808c-a, Tilburg University, School of Economics and Management.
- Christophe Villa & Amit Goyal & Christophe Pérignon, 2008. "How common are common return factors across NYSE and Nasdaq?," Post-Print hal-00796909, HAL.
- Leite, André Luís & Filho, Romeu Braz Pereira Gomes & Vicente, José Valentim Machado, 2010. "Forecasting the yield curve: A statistical model with market survey data," International Review of Financial Analysis, Elsevier, vol. 19(2), pages 108-112, March.
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