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Estimating Term Structure Changes Using Principal Component Analysis in Indian Sovereign Bond Market


Affiliations
1 Clearing Corporation of India., India
2 Long Island University, New York.
     

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This paper analyses the Indian sovereign yield curve shift from January 1997 to May 2012 to find out the principal factors affecting the term structure of interest rate changes. We apply Principal Component Analysis (PCA) on our data consisting of zero coupon interest rates derived from government bond trading using Nelson-Siegel functional form. This decomposition of the yield curve highlights important relationship between identified factors and metrics of the term structure shape. The empirical findings support statistical similarities between the Indian yield curve and term structure studies of major countries.

Keywords

Indian Sovereign Yield Curve, Principal Component, Interest Rates, Bond, Yield Curve, Macro-economics, And Term Structure of Interest Rates
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  • Adrian, T., & Wu, H. (2009). The Term Structure of Infl ation Expectations, Working Paper. Federal Reserve Bank of New York.
  • Ang, A., Boivin, J., Dong, S., & Loo-Kung, R. (2010). Monetary Policy Shifts and the Term Structure. Review of Economic Studies, Forthcoming.
  • Buraschi, A., Cieslak, A. & Trojani, F. (2010). Correlation Risk and the Term Structureof Interest Rates, Working Paper. University of Lugano.
  • Campbell, J. Y., Sunderam, A., & Viceira, L. M. (2011). Infl ation Bets or Defl ation Hedges? The Changing Risk of Nominal Bonds, Working Paper. Harvard Business School.
  • Chan, K. C., Karolyi, G. A., Longstaff, F. A., & Sanders, A. B. (1992). An Empirical Comparison of Alternative Models of the Short-Term Interest Rate. Journal of Finance, 47(3), pp. 1209-1227.
  • Cieslak, A., & Povala, P. (2011). Understanding Bond Risk Premia, Working Paper. Northwestern University and University of Lugano.
  • Cox, J. C., Ingersoll, J. E., & Ross, S. A. (1985). A Theory of the Term Structure of Interest Rates. Econometrica, 53(2), pp. 373-384.
  • Dai, Q. and Singleton, K. J. (2000), Specifi cation Analysis of Affi ne Term Structure Models. The Journal of Finance, 55(5), pp. 1943–1978.
  • Fleming, M. J. (1997). The Round-the-Clock Market for U.S. Treasury Securities. FRBNY Economic Policy Review.
  • Fontaine, J. S., & Garcia, R. (2011). Bond Liquidity Premia. Review of Financial Studies. Forthcoming.
  • Haubrich, J., Pennacchi, G., & Ritchken, P. (2011). Estimating Real and Nominal Term Structures using Treasury Yields, Infl ation, Infl ation Forecasts, and Infl ation Swap Rates, Working Paper. Federal Reserve Bank of Cleveland.
  • Hautsch, N., & Ou, Y. (2008). Yield Curve Factors, Term Structure Volatility, and Bond Risk Premia, Working Paper. Humboldt University of Berlin.
  • Hu, X., Pan, J., & Wang, J. (2011). Noise as Information for Illiquidity, Working Paper. MIT Sloan School of Management.
  • Jones, C. M., Lamont, O., & Lumsdaine, R. L. (1998). Macroeconomic News and Bond Market Volatility. Journal of Financial Economics, 47(3), pp. 315-337.
  • Kim, D. H., & Singleton, K. J. (2011). Term Structure Models and the Zero Bound: An Empirical Investigation of Japanese Yields, Working Paper. Yonsei University and Stanford University.
  • Litterman, R., & Scheinkman, J. (1991). Common Factors Affecting Bond Returns. Journal of Fixed Income, Vol. 1(1), pp. 54-61.
  • Morgan, J. P. (2011). The Domino Effect of a US Treasury Technical Default, US Fixed Income Strategy.
  • Maitland, A. J. (2002). Interpolating the South African Yield Curve using Principal-Component Analysis: A Descriptive Approach. South African Actuarial Journal, 2, pp. 129-45.
  • Mishkin, F. (2006). The Economics of Money, Banking and Financial Markets. Addison-Wesley.
  • Nath, G. C., Gaurav, Y., & Wagle, A. (2006). Estimating a Reliable Benchmark Sovereign Yield Curve in an Emerging Bond Market (CCIL).
  • Nelson, C. R. & Siegel, A. F. (1987). Parsimonious Modeling of Yield Curves. Journal of Business, 60(4), pp. 473-489.
  • Phoa, W. (1997). Can You Derive Market Volatility Forecast from the Observed Yield Curve Convexity Bias? Journal of Fixed Income, 7(1), pp. 43-53.
  • Price, K. V., Storn, R. M., & Lampinen, J. A. (2005). Differential Evolution: A Practical Approach to Global Optimization. Berlin: Springer.

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  • Estimating Term Structure Changes Using Principal Component Analysis in Indian Sovereign Bond Market

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Authors

Golaka C. Nath
Clearing Corporation of India., India
Manoj Dalvi
Long Island University, New York.

Abstract


This paper analyses the Indian sovereign yield curve shift from January 1997 to May 2012 to find out the principal factors affecting the term structure of interest rate changes. We apply Principal Component Analysis (PCA) on our data consisting of zero coupon interest rates derived from government bond trading using Nelson-Siegel functional form. This decomposition of the yield curve highlights important relationship between identified factors and metrics of the term structure shape. The empirical findings support statistical similarities between the Indian yield curve and term structure studies of major countries.

Keywords


Indian Sovereign Yield Curve, Principal Component, Interest Rates, Bond, Yield Curve, Macro-economics, And Term Structure of Interest Rates

References