Estimating monetary policy reaction functions : A discrete choice approach
I propose a discrete choice method for estimating monetary policy reaction functions based on research by Hu and Phillips (2004). This method distinguishes between determining the underlying desired rate which drives policy rate changes and actually implementing interest rate changes. The method is applied to ECB rate setting between 1999 and 2010 by estimating a forward-looking Taylor rule on a monthly basis using real-time data drawn from the Survey of Professional Forecasters. All parameters are estimated significantly and with the expected sign. Including the period of financial turmoil in the sample delivers a less aggressive policy rule as the ECB was constrained by the lower bound on nominal interest rates. The ECB's non-standard measures helped to circumvent that constraint on monetary policy, however. For the pre-turmoil sample, the discrete choice model's estimated desired policy rate is more aggressive and less gradual than least squares estimates of the same rule specification. This is explained by the fact that the discrete choice model takes account of the fact that central banks change interest rates by discrete amounts. An advantage of using discrete choice models is that probabilities are attached to the different outcomes of every interest rate setting meeting. These probabilities correlate fairly well with the probabilities derived from surveys among commercial bank economists.
|Date of creation:||Feb 2011|
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- Richard H. Clarida & Jordi Gali & Mark Gertler, 1998. "Monetary policy rules in practice," Proceedings, Federal Reserve Bank of San Francisco, issue Mar.
- Clarida, Richard & Gali, Jordi & Gertler, Mark, 1998.
"Monetary policy rules in practice Some international evidence,"
European Economic Review,
Elsevier, vol. 42(6), pages 1033-1067, June.
- Richard Clarida & Jordi Gali & Mark Gertler, 1997. "Monetary Policy Rules in Practice: Some International Evidence," NBER Working Papers 6254, National Bureau of Economic Research, Inc.
- Clarida, Richard & Galí, Jordi & Gertler, Mark, 1997. "Monetary Policy Rules in Practice: Some International Evidence," CEPR Discussion Papers 1750, C.E.P.R. Discussion Papers.
- Clarida, Richard & Gali, Jordi & Gertler, Mark, 1997. "Monetary Policy Rules in Practice: Some International Evidence," Working Papers 97-32, C.V. Starr Center for Applied Economics, New York University.
- Graciela Kaminsky & Saul Lizondo & Carmen M. Reinhart, 1998.
"Leading Indicators of Currency Crises,"
IMF Staff Papers,
Palgrave Macmillan, vol. 45(1), pages 1-48, March.
- Kaminsky, Graciela & Lizondo, Saul & Reinhart, Carmen M., 1997. "Leading indicators of currency crises," Policy Research Working Paper Series 1852, The World Bank.
- Reinhart, Carmen & Kaminsky, Graciela & Lizondo, Saul, 1998. "Leading Indicators of Currency Crises," MPRA Paper 6981, University Library of Munich, Germany.
- Graciela Laura Kaminsky, 1997. "Leading Indicators of Currency Crises," IMF Working Papers 97/79, International Monetary Fund.
- Glenn D. Rudebusch, 2006.
"Monetary Policy Inertia: Fact or Fiction?,"
International Journal of Central Banking,
International Journal of Central Banking, vol. 2(4), December.
- Peter C.B. Phillips & Sainan Jin & Ling Hu, 2005.
"Nonstationary Discrete Choice: A Corrigendum and Addendum,"
Cowles Foundation Discussion Papers
1516, Cowles Foundation for Research in Economics, Yale University.
- Phillips, Peter C.B. & Jin, Sainan & Hu, Ling, 2007. "Nonstationary discrete choice: A corrigendum and addendum," Journal of Econometrics, Elsevier, vol. 141(2), pages 1115-1130, December.
- Orphanides, Athanasios, 2010.
"Monetary Policy Lessons from the Crisis,"
CEPR Discussion Papers
7891, C.E.P.R. Discussion Papers.
- Gernot Doppelhofer & Ronald I. Miller & Xavier Sala-i-Martin, 2000.
"Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach,"
NBER Working Papers
7750, National Bureau of Economic Research, Inc.
- Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
- Gernot Doppelhofer & Ronald I. Miller & Xavier Sala-i-Martin, 2000. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (Bace) Approach," OECD Economics Department Working Papers 266, OECD Publishing.
- Michael J. Dueker, 1999. "Measuring monetary policy inertia in target Fed funds rate changes," Review, Federal Reserve Bank of St. Louis, issue Sep, pages 3-10.
- Michael Woodford, 2003. "Optimal Interest-Rate Smoothing," Review of Economic Studies, Oxford University Press, vol. 70(4), pages 861-886.
- Gerdesmeier, Dieter & Roffia, Barbara, 2003.
"Empirical estimates of reaction functions for the euro area,"
Working Paper Series
0206, European Central Bank.
- Dieter Gerdesmeier & Barbara Roffia, 2004. "Empirical Estimates of Reaction Functions for the Euro Area," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 140(I), pages 37-66, March.
- Janko Gorter & Jan Jacobs & Jakob de Haan, 2008. "Taylor Rules for the ECB using Expectations Data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(3), pages 473-488, 09.
- Jonathan H. Wright, 2003.
"Forecasting U.S. inflation by Bayesian Model Averaging,"
International Finance Discussion Papers
780, Board of Governors of the Federal Reserve System (U.S.).
- Jonathan H. Wright, 2009. "Forecasting US inflation by Bayesian model averaging," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 28(2), pages 131-144.
- Jamie Gascoigne & Paul Turner, 2004.
"Asymmetries in Bank of England monetary policy,"
Applied Economics Letters,
Taylor & Francis Journals, vol. 11(10), pages 615-618.
- John S. Lapp & Douglas K. Pearce & Surachit Laksanasut, 2003. "The Predictability of FOMC Decisions: Evidence from the Volcker and Greenspan Chairmanships," Southern Economic Journal, Southern Economic Association, vol. 70(2), pages 312-327, October.
- Berger, Helge & Ehrmann, Michael & Fratzscher, Marcel, 2009. "Forecasting ECB monetary policy: Accuracy is a matter of geography," European Economic Review, Elsevier, vol. 53(8), pages 1028-1041, November.
- Taylor, John B., 1993. "Discretion versus policy rules in practice," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 39(1), pages 195-214, December.
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