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Application of Kalman Filter on modelling interest rates

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  • Long H. Vo

    (Quy Nhon University)

Abstract

This study aims to test the feasibility of using a data set of 90-day bank bill forward rates from the Australian market to predict spot interest rates. To achieve this goal I utilized the application of Kalman lter in a state space model with time-varying state variable. It is documented that in the case of short-term interest rates,the state space model yields robust predictive power. In addition, this predictive power of implied forward rate is heavily impacted by the existence of a time-varying risk premium in the term structure.

Suggested Citation

  • Long H. Vo, 2014. "Application of Kalman Filter on modelling interest rates," Journal of Management Sciences, Geist Science, Iqra University, Faculty of Business Administration, vol. 1(1), pages 1-15, March.
    • Handle: RePEc:gei:journl:v:1:y:2014:i:1:p:1-15
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    References listed on IDEAS

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    1. Demiralp, Selva, 2008. "Monetary policy surprises and the expectations hypothesis at the short end of the yield curve," Economics Letters, Elsevier, vol. 101(1), pages 1-3, October.
    2. J. M. Culbertson, 1957. "The Term Structure of Interest Rates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 71(4), pages 485-517.
    3. John C. Cox & Jonathan E. Ingersoll Jr. & Stephen A. Ross, 2005. "A Theory Of The Term Structure Of Interest Rates," World Scientific Book Chapters, in: Sudipto Bhattacharya & George M Constantinides (ed.), Theory Of Valuation, chapter 5, pages 129-164, World Scientific Publishing Co. Pte. Ltd..
    4. Frederick R. Macaulay, 1938. "Some Theoretical Problems Suggested by the Movements of Interest Rates, Bond Yields and Stock Prices in the United States since 1856," NBER Books, National Bureau of Economic Research, Inc, number maca38-1, March.
    5. Rana Chatterjee, 2004. "Application Of The Kalman Filter For Estimating Continuous Time Term Structure Models: Evidence From The Uk And Germany," Computing in Economics and Finance 2004 346, Society for Computational Economics.
    6. Bekaert, Geert & Hodrick, Robert J. & Marshall, David A., 2001. "Peso problem explanations for term structure anomalies," Journal of Monetary Economics, Elsevier, vol. 48(2), pages 241-270, October.
    7. Michael Gordon, 2003. "Estimates of time-varying term premia for New Zealand and Australia," Reserve Bank of New Zealand Discussion Paper Series DP2003/06, Reserve Bank of New Zealand.
    8. Robert J. Shiller & John Y. Campbell & Kermit L. Schoenholtz, 1983. "Forward Rates and Future Policy: Interpreting the Term Structure of Interest Rates," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 14(1), pages 173-224.
    9. Somnath Chatterjee, 2005. "Application Of The Kalman Filter For Estimating Continuous Time Term Structure Models: The Case Of Uk And Germany," Working Papers 2005_2, Business School - Economics, University of Glasgow.
    10. Graeme Guthrie & Julian Wright & Jun Yu, 1999. "Testing the expectations theory of the term structure for New Zealand," New Zealand Economic Papers, Taylor & Francis Journals, vol. 33(1), pages 93-114.
    11. Leo Krippner, 2002. "Extracting expectations of New Zealand's Official Cash Rate from the bank-risk yield curve," Reserve Bank of New Zealand Discussion Paper Series DP2002/01, Reserve Bank of New Zealand.
    12. Toni Gravelle & James Morley, 2005. "A Kalman filter approach to characterizing the Canadian term structure of interest rates," Applied Financial Economics, Taylor & Francis Journals, vol. 15(10), pages 691-705.
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