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Volatility of interest rates in the euro area: evidence from high frequency data

  • Cassola, Nuno
  • Morana, Claudio

This paper estimate the factors underlying the volatility of the euro overnight interest rate and its transmission along the euro area money market yield curve. A new multivariate unobserved components model is proposed allowing for both long-memory and stationary cyclical dynamics. Using hourly data the estimates show repetitive intradaily and monthly patterns that can be explained by the microstructure of the money market and the institutional features of the Eurosystem's operational framework for monetary policy implementation. Strong persistence is dedected in all log-volatility processes and two common long-memory factors are extracted. The first factor explains the long-memory dynamics of the shortest maturity. The second factor explains the transmission of volatility along the money market yield curve. We find evidence that most liquidity effects are cyclical, confined to the ned of reserve maintenance periods, and are not transmitted along the money market yield curve. JEL Classification: C32, E43, F30, G10

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Paper provided by European Central Bank in its series Working Paper Series with number 0235.

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Date of creation: Jun 2003
Date of revision:
Handle: RePEc:ecb:ecbwps:20030235
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  1. Ding, Zhuanxin & Granger, Clive W. J., 1996. "Modeling volatility persistence of speculative returns: A new approach," Journal of Econometrics, Elsevier, vol. 73(1), pages 185-215, July.
  2. Ghysels, E. & Harvey, A. & Renault, E., 1995. "Stochastic Volatility," Papers 95.400, Toulouse - GREMAQ.
  3. Hartmann, Philipp & Manna, Michele & Manzanares, Andrés, 2001. "The microstructure of the euro money market," Working Paper Series 0080, European Central Bank.
  4. Margarida Catalão-Lopes, 2001. "Financing in the Eurosystem: Fixed Versus Variable Rate Tenders," Working Papers w200105, Banco de Portugal, Economics and Research Department.
  5. Gallant, A. Ronald, 1981. "On the bias in flexible functional forms and an essentially unbiased form : The fourier flexible form," Journal of Econometrics, Elsevier, vol. 15(2), pages 211-245, February.
  6. Hamilton, James D., 1998. "The supply and demand for Federal Reserve deposits," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 49(1), pages 1-44, December.
  7. Beltratti, Andrea & Morana, Claudio, 1999. "Computing value at risk with high frequency data," Journal of Empirical Finance, Elsevier, vol. 6(5), pages 431-455, December.
  8. Baillie, Richard T. & Bollerslev, Tim & Mikkelsen, Hans Ole, 1996. "Fractionally integrated generalized autoregressive conditional heteroskedasticity," Journal of Econometrics, Elsevier, vol. 74(1), pages 3-30, September.
  9. Lobato, I.N. & Savin, N.E., 1996. "Real and Spurious Long Memory Properties of Stock Market Data," Working Papers 96-07, University of Iowa, Department of Economics.
  10. Andrew C. Harvey & Thomas M. Trimbur, 2003. "General Model-Based Filters for Extracting Cycles and Trends in Economic Time Series," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 244-255, May.
  11. Bartolini, Leonardo & Bertola, Giuseppe & Prati, Alessandro, 2002. "Day-to-Day Monetary Policy and the Volatility of the Federal Funds Interest Rate," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 137-59, February.
  12. Andersen, Torben G. & Bollerslev, Tim, 1997. "Intraday periodicity and volatility persistence in financial markets," Journal of Empirical Finance, Elsevier, vol. 4(2-3), pages 115-158, June.
  13. repec:cep:stiecm:/2001/416 is not listed on IDEAS
  14. Ewerhart, Christian, 2002. "A model of the Eurosystem's operational framework for monetary policy implementation," Working Paper Series 0197, European Central Bank.
  15. Juan Ayuso & Rafael Repullo, 2003. "A Model of the Open Market Operations of the European Central Bank," Economic Journal, Royal Economic Society, vol. 113(490), pages 883-902, October.
  16. Torben Andersen & Tim Bollerslev & Francis X. Diebold & Paul Labys, 1999. "The Distribution of Exchange Rate Volatility," NBER Working Papers 6961, National Bureau of Economic Research, Inc.
  17. Christian J. Murray, 2003. "Cyclical Properties of Baxter-King Filtered Time Series," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 472-476, May.
  18. Bollerslev, Tim & Wright, Jonathan H., 2000. "Semiparametric estimation of long-memory volatility dependencies: The role of high-frequency data," Journal of Econometrics, Elsevier, vol. 98(1), pages 81-106, September.
  19. Spindt, Paul A. & Hoffmeister, J. Ronald, 1988. "The Micromechanics of the Federal Funds Market: Implications for Day-of-the-Week Effects in Funds Rate Variability," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 23(04), pages 401-416, December.
  20. Griffiths, Mark D. & Winters, Drew B., 1995. "Day-of-the-week effects in federal funds rates: Further empirical findings," Journal of Banking & Finance, Elsevier, vol. 19(7), pages 1265-1284, October.
  21. Robinson, P. M., 1978. "Alternative models for stationary stochastic processes," Stochastic Processes and their Applications, Elsevier, vol. 8(2), pages 141-152, December.
  22. Dacorogna, Michael M. & Muller, Ulrich A. & Nagler, Robert J. & Olsen, Richard B. & Pictet, Olivier V., 1993. "A geographical model for the daily and weekly seasonal volatility in the foreign exchange market," Journal of International Money and Finance, Elsevier, vol. 12(4), pages 413-438, August.
  23. Quiro, G.P. & Mendizabal, H.R., 2001. "The Daily Market for Funds in Europe: Has Something Changed with the EMU," Papers 67, Quebec a Montreal - Recherche en gestion.
  24. Richard Payne & Marc Henry, 1997. "An Investigation of Long Range Dependence in Intra-Day Foreign Exchange Rate Volatility," FMG Discussion Papers dp264, Financial Markets Group.
  25. Välimäki, Tuomas, 2001. "Fixed rate tenders and the overnight money market equilibrium," Research Discussion Papers 8/2001, Bank of Finland.
  26. Lobato, Ignacio N & Robinson, Peter M, 1998. "A Nonparametric Test for I(0)," Review of Economic Studies, Wiley Blackwell, vol. 65(3), pages 475-95, July.
  27. Hamilton, James D, 1996. "The Daily Market for Federal Funds," Journal of Political Economy, University of Chicago Press, vol. 104(1), pages 26-56, February.
  28. Breidt, F. Jay & Crato, Nuno & de Lima, Pedro, 1998. "The detection and estimation of long memory in stochastic volatility," Journal of Econometrics, Elsevier, vol. 83(1-2), pages 325-348.
  29. Morana Claudio, 2002. "Common Persistent Factors in Inflation and Excess Nominal Money Growth and a New Measure of Core Inflation," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 6(3), pages 1-40, November.
  30. Marianne Baxter & Robert G. King, 1999. "Measuring Business Cycles: Approximate Band-Pass Filters For Economic Time Series," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 575-593, November.
  31. Ding, Zhuanxin & Granger, Clive W. J. & Engle, Robert F., 1993. "A long memory property of stock market returns and a new model," Journal of Empirical Finance, Elsevier, vol. 1(1), pages 83-106, June.
  32. repec:cep:stiecm:/2001/423 is not listed on IDEAS
  33. Granger, Clive W. J. & Ding, Zhuanxin, 1996. "Varieties of long memory models," Journal of Econometrics, Elsevier, vol. 73(1), pages 61-77, July.
  34. Bollerslev, Tim & Ole Mikkelsen, Hans, 1996. "Modeling and pricing long memory in stock market volatility," Journal of Econometrics, Elsevier, vol. 73(1), pages 151-184, July.
  35. Morana, Claudio & Beltratti, Andrea, 2000. "Central bank interventions and exchange rates: an analysis with high frequency data," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 10(3-4), pages 349-362, December.
  36. Lobato, I. & Robinson, P. M., 1996. "Averaged periodogram estimation of long memory," Journal of Econometrics, Elsevier, vol. 73(1), pages 303-324, July.
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