Nath, Golaka (2012): Estimating term structure changes using principal component analysis in Indian sovereign bond market.
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This paper analyses the India sovereign yield 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.
|Item Type:||MPRA Paper|
|Original Title:||Estimating term structure changes using principal component analysis in Indian sovereign bond market|
|English Title:||Estimating Term Structure Changes using Principal Component Analysis in Indian Sovereign Bond Market|
|Keywords:||Indian Sovereign Yield Curve, principal component, interest rates, bond, yield curve, macroeconomics, term structure of interest rates|
|Subjects:||E - Macroeconomics and Monetary Economics > E4 - Money and Interest Rates > E43 - Interest Rates: Determination, Term Structure, and Effects
G - Financial Economics > G1 - General Financial Markets > G12 - Asset Pricing; Trading volume; Bond Interest Rates
E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E31 - Price Level; Inflation; Deflation
E - Macroeconomics and Monetary Economics > E4 - Money and Interest Rates > E44 - Financial Markets and the Macroeconomy
|Depositing User:||GOLAKA NATH|
|Date Deposited:||05. Jun 2012 12:30|
|Last Modified:||11. Feb 2013 23:07|
Adrian, T., and H. Wu (2009): “The Term Structure of Inflation Expectations,” Working Paper, Federal Reserve Bank of New York.
Ang, A., J. Boivin, S. Dong, and R. Loo-Kung (2010): “Monetary Policy Shifts and the Term Structure,” Review of Economic Studies, forthcoming.
Buraschi, A., A. Cieslak, and F. Trojani (2010): “Correlation Risk and the Term Structure of Interest Rates,” Working paper, University of Lugano.
Campbell, J. Y., A. Sunderam, and L. M. Viceira (2011): “Inflation Bets or Deflation Hedges? The Changing Risk of Nominal Bonds,” Working paper, Harvard Business School.
Chan, K. C., G. A. Karolyi, F. A. Longstaff, and A. B. Sanders (1992): “An Empirical Comparison of Alternative Models of the Short-Term Interest Rate,” Journal of Finance, 47, 1209–1227.
Cieslak, A., and P. Povala (2011): “Understanding Bond Risk Premia,” Working Paper, Northwestern University and University of Lugano.
Cox, J. C., J. E. Ingersoll, and S. A. Ross (1985): “A Theory of the Term Structure of Interest Rates,” Econometrica, 53, 373–384.
Fleming, M. J. (1997): “The Round-the-Clock Market for U.S. Treasury Securities,” FRBNY Economic Policy Review.
Fontaine, J.-S., and R. Garcia (2011): “Bond Liquidity Premia,” Review of Financial Studies, forthcoming.
Haubrich, J., G. Pennacchi, and P. Ritchken (2011): “Estimating Real and Nominal Term Structures using Treasury Yields, Inflation, Inflation Forecasts, and Inflation Swap Rates,” Working Paper, Federal Reserve Bank of Cleveland.
Hautsch, N., and Y. Ou (2008): “Yield Curve Factors, Term Structure Volatility, and Bond Risk Premia,” Working paper, Humboldt Univeristy Berlin.
Hu, X., J. Pan, and J. Wang (2011): “Noise as Information for Illiquidity,” Working paper, MIT Sloan School of Management.
Jones, C. M., O. Lamont, and R. L. Lumsdaine (1998): “Macroeconomic News and Bond Market Volatility,” Journal of Financial Economics, 47, 315–337.
JP Morgan (2011): “The Domino Effect of a US Treasury Technical Default,” US Fixed Income Strategy, April 19, 2011.
Kim, D. H., and K. J. Singleton (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, pp. 54–61.
Mishkin, F. (2006), The Economics of Money, Banking and Financial Markets, Addison-Wesley.
Nath, Golaka C., Yadav, Gaurav and Wagle, Amruta (2006), Estimating A Reliable Benhcmark Sovereign Yield Curve in an Emerging Bond Market (CCIL)
Nelson, Charles R. and Siegel, Andrew F., Parsimonious Modeling of Yield Curves. Journal of Business, 60(4):473–489, 1987.
Phoa, W. (1997): “Can You Derive Market Volatility Forecast from the Observed Yield Curve Convexity Bias?,” Journal of Fixed Income, pp. 43–53.
Price, K. V., R. M. Storn, and J. A. Lampinen (2005): Differential Evolution: A Practical Approach to Global Optimization. Springer Berlin.