Interpreting Euro Area Inflation at High and Low Frequencies
Abstract
Several authors have recently interpreted the ECB's two-pillar framework as separate approaches to forecast and analyse inflation at different time horizons or frequency bands. The ECB has publicly supported this understanding of the framework. This paper presents further evidence on the behaviour of euro area inflation using band spectrum regressions, which allow for a natural definition of the short and long run in terms of specific frequency bands, and causality tests in the frequency domain. The main finding is that variations in inflation are well explained by low-frequency movements of money and real income growth and high-frequency fluctuations of the output gap.Download Info
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Bibliographic Info
Paper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 5632.Length:
Date of creation: Apr 2006
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Handle: RePEc:cpr:ceprdp:5632
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Related research
Keywords: frequency domain; inflation; money growth; quantity theory; spectral regression;Other versions of this item:
- Assenmacher-Wesche, Katrin & Gerlach, Stefan, 2008. "Interpreting euro area inflation at high and low frequencies," European Economic Review, Elsevier, vol. 52(6), pages 964-986, August.
- Stefan Gerlach & Katrin Assenmacher-Wesche, 2006. "Interpreting Euro area inflation at high and low frequencies," BIS Working Papers 195, Bank for International Settlements.
- C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models
- E3 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles
- E5 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit
This paper has been announced in the following NEP Reports:
- NEP-ALL-2006-04-29 (All new papers)
- NEP-CBA-2006-04-29 (Central Banking)
- NEP-EEC-2006-04-29 (European Economics)
- NEP-FOR-2006-04-29 (Forecasting)
- NEP-MAC-2006-04-29 (Macroeconomics)
- NEP-MON-2006-04-29 (Monetary Economics)
References
References listed on IDEASPlease report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Samuel Reynard, 2006. "Money and the Great Disinflation," Working Papers 2006-07, Swiss National Bank.
- Corbae, Dean & Ouliaris, Sam & Phillips, Peter C B, 1994.
"A Reexamination of the Consumption Function Using Frequency Domain Regressions,"
Empirical Economics,
Springer, vol. 19(4), pages 595-609.
- Dean Corbea & Sam Ouliaris & Peter C.B. Phillips, 1991. "A Reexamination of the Consumption Function Using Frequency Domain Regressors," Cowles Foundation Discussion Papers 997, Cowles Foundation for Research in Economics, Yale University.
- Corbae, D. & Ouliaris, S. & Phillips, P.C.B., 1991. "A Rexamination of the Consumption Function Using Frequency Domain Regressions," Working Papers 91-25, University of Iowa, Department of Economics.
- Beyer, A. & Doornik, J.A. & Hendry, D.F., 2000.
"Constructing Historical Euro-Zone Data,"
Economics Working Papers
eco2000/10, European University Institute.
- Beyer, Andreas & Doornik, Jurgen A & Hendry, David F, 2001. "Constructing Historical Euro-Zone Data," Economic Journal, Royal Economic Society, vol. 111(469), pages F102-21, February.
- David Hendry & Jurgen Doornik, 2000. "Constructing Historical Euro-Zone Data," Economics Series Working Papers 4, University of Oxford, Department of Economics.
- Clive, W.J. & Lin, Jin-Lung, 1995. "Causality in the Long Run," Econometric Theory, Cambridge University Press, vol. 11(03), pages 530-536, June.
- Peter Kugler & Sylvia Kaufmann, 2006.
"Does Money Matter for Inflation in the Euro Area?,"
Working Papers
103, Oesterreichische Nationalbank (Austrian Central Bank).
- Sylvia Kaufmann & Peter Kugler, 2008. "Does Money Matter For Inflation In The Euro Area?," Contemporary Economic Policy, Western Economic Association International, vol. 26(4), pages 590-606, October.
- Sylvia Kaufmann & Peter Kugler, 2005. "Does Money Matter for Inflation in the Euro Area?," Working papers 2005/09, Faculty of Business and Economics - University of Basel.
- Newey, Whitney K & West, Kenneth D, 1987.
"A Simple, Positive Semi-definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix,"
Econometrica,
Econometric Society, vol. 55(3), pages 703-08, May.
- Whitney K. Newey & Kenneth D. West, 1986. "A Simple, Positive Semi-Definite, Heteroskedasticity and AutocorrelationConsistent Covariance Matrix," NBER Technical Working Papers 0055, National Bureau of Economic Research, Inc.
- Arturo Estrella & Frederic S. Mishkin, 1996.
"Is There a Role for Monetary Aggregates in the Conduct of Monetary Policy?,"
NBER Working Papers
5845, National Bureau of Economic Research, Inc.
- Estrella, Arturo & Mishkin, Frederic S., 1997. "Is there a role for monetary aggregates in the conduct of monetary policy?," Journal of Monetary Economics, Elsevier, vol. 40(2), pages 279-304, October.
- Peter N. Ireland, 2005.
"Changes in the Federal Reserve’s Inflation Target: Causes and Consequences,"
Boston College Working Papers in Economics
607, Boston College Department of Economics.
- Peter N. Ireland, 2007. "Changes in the Federal Reserve's Inflation Target: Causes and Consequences," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(8), pages 1851-1882, December.
- Peter N. Ireland, 2005. "Changes in the Federal Reserve's inflation target: causes and consequences," Working Papers 05-13, Federal Reserve Bank of Boston.
- Peter N. Ireland, 2006. "Changes in the Federal Reserve's Inflation Target: Causes and Consequences," NBER Working Papers 12492, National Bureau of Economic Research, Inc.
- Granger, C. W. J., 1980. "Testing for causality : A personal viewpoint," Journal of Economic Dynamics and Control, Elsevier, vol. 2(1), pages 329-352, May.
- Víctor Gómez & Agustín Maravall, 1998. "Seasonal Adjustment and Signal Extraction in Economic Time Series," Banco de España Working Papers 9809, Banco de España.
- Katrin Assenmacher-Wesche & Stefan Gerlach, 2006.
"Money Growth, Output Gaps and Inflation at Low and High Frequency: Spectral Estimates for Switzerland,"
Working Papers
2006-05, Swiss National Bank.
- Assenmacher-Wesche, Katrin & Gerlach, Stefan, 2008. "Money growth, output gaps and inflation at low and high frequency: Spectral estimates for Switzerland," Journal of Economic Dynamics and Control, Elsevier, vol. 32(2), pages 411-435, February.
- Assenmacher-Wesche, Katrin & Gerlach, Stefan, 2006. "Money Growth, Output Gaps and Inflation at Low and High Frequency: Spectral Estimates for Switzerland," CEPR Discussion Papers 5723, C.E.P.R. Discussion Papers.
- 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.
- Tom Doan, . "BKFILTER: RATS procedure to implement band pass filter using Baxter-King method," Statistical Software Components RTS00026, Boston College Department of Economics.
- Marianne Baxter & Robert G. King, 1995. "Measuring Business Cycles Approximate Band-Pass Filters for Economic Time Series," NBER Working Papers 5022, National Bureau of Economic Research, Inc.
- Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-38, July.
- James H. Stock & Mark W. Watson, 2007.
"Why Has U.S. Inflation Become Harder to Forecast?,"
Journal of Money, Credit and Banking,
Blackwell Publishing, vol. 39(s1), pages 3-33, 02.
- James H. Stock & Mark W. Watson, 2006. "Why Has U.S. Inflation Become Harder to Forecast?," NBER Working Papers 12324, National Bureau of Economic Research, Inc.
- James H. Stock & Mark W. Watson, 2007. "Erratum to "Why Has U.S. Inflation Become Harder to Forecast?"," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(7), pages 1849-1849, October.
- Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996.
"Efficient Tests for an Autoregressive Unit Root,"
Econometrica,
Econometric Society, vol. 64(4), pages 813-36, July.
- Graham Elliott & Thomas J. Rothenberg & James H. Stock, 1992. "Efficient Tests for an Autoregressive Unit Root," NBER Technical Working Papers 0130, National Bureau of Economic Research, Inc.
- Tom Doan, . "ERSTEST: RATS procedure to perform Elliott-Rothenberg-Stock unit root tests," Statistical Software Components RTS00066, Boston College Department of Economics.
- Tom Doan, . "GLSDETREND: RATS procedure to perform local to unity GLS detrending," Statistical Software Components RTS00077, Boston College Department of Economics.
- Nelson, Edward, 2003.
"The Future of Monetary Aggregates in Monetary Policy Analysis,"
CEPR Discussion Papers
3897, C.E.P.R. Discussion Papers.
- Nelson, Edward, 2003. "The future of monetary aggregates in monetary policy analysis," Journal of Monetary Economics, Elsevier, vol. 50(5), pages 1029-1059, July.
- Albert Jaeger, 2003. "The ECB's Money Pillar: An Assessment," IMF Working Papers 03/82, International Monetary Fund.
- Phillips, Peter C B & Hansen, Bruce E, 1990.
"Statistical Inference in Instrumental Variables Regression with I(1) Processes,"
Review of Economic Studies,
Wiley Blackwell, vol. 57(1), pages 99-125, January.
- Tom Doan, . "FM: RATS procedure to estimate cointegrating vectors using Fully Modified Least Squares," Statistical Software Components RTS00069, Boston College Department of Economics.
- Granger, C. W. J., 1988. "Some recent development in a concept of causality," Journal of Econometrics, Elsevier, vol. 39(1-2), pages 199-211.
- Beck, Günter & Wieland, Volker, 2007.
"Money in Monetary Policy Design under Uncertainty: The Two-Pillar Phillips Curve versus ECB-Style Cross-Checking,"
CEPR Discussion Papers
6098, C.E.P.R. Discussion Papers.
- Beck, Günter W. & Wieland, Volker, 2007. "Money in monetary policy design under uncertainty: the Two-Pillar Phillips Curve versus ECB-style cross-checking," Discussion Paper Series 1: Economic Studies 2007,20, Deutsche Bundesbank, Research Centre.
- Guenter W. Beck & Volker Wieland, 2007. "Money in Monetary Policy Design under Uncertainty: The Two-Pillar Phillips Curve versus ECB-Style Cross-Checking," CFS Working Paper Series 2007/17, Center for Financial Studies.
- Hallman, Jeffrey J & Porter, Richard D & Small, David H, 1991. "Is the Price Level Tied to the M2 Monetary Aggregate in the Long Run?," American Economic Review, American Economic Association, vol. 81(4), pages 841-58, September.
- Gerlach, Stefan, 2003. "The ECB's Two Pillars," CEPR Discussion Papers 3689, C.E.P.R. Discussion Papers.
- Yao, Feng & Hosoya, Yuzo, 2000. "Inference on one-way effect and evidence in Japanese macroeconomic data," Journal of Econometrics, Elsevier, vol. 98(2), pages 225-255, October.
- Lars E.O. Svensson, 1999.
"Monetary policy issues for the Eurosystem,"
Proceedings,
Federal Reserve Bank of San Francisco.
- Svensson, Lars E. O., 1999. "Monetary policy issues for the Eurosystem," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 51(1), pages 79-136, December.
- Svensson, Lars E O, 1999. "Monetary Policy Issues for the Eurosystem," CEPR Discussion Papers 2197, C.E.P.R. Discussion Papers.
- Svensson, Lars, 1999. "Monetary Policy Issues for the Eurosystem," Seminar Papers 667, Stockholm University, Institute for International Economic Studies.
- Lars E.O. Svensson, 1999. "Monetary Policy Issues for the Eurosystem," NBER Working Papers 7177, National Bureau of Economic Research, Inc.
- Svensson, L.E.O., 1999. "Monetary Policy Issues for the Eurosystem," Papers 667, Stockholm - International Economic Studies.
- Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992.
"Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?,"
Journal of Econometrics,
Elsevier, vol. 54(1-3), pages 159-178.
- Kwiatkowski, D. & Phillips, P.C.B. & Schmidt, P., 1990. "Testing the Null Hypothesis of Stationarity Against the Alternative of Unit Root : How Sure are we that Economic Time Series have a Unit Root?," Papers 8905, Michigan State - Econometrics and Economic Theory.
- Denis Kwiatkowski & Peter C.B. Phillips & Peter Schmidt, 1991. "Testing the Null Hypothesis of Stationarity Against the Alternative of a Unit Root: How Sure Are We That Economic Time Series Have a Unit Root?," Cowles Foundation Discussion Papers 979, Cowles Foundation for Research in Economics, Yale University.
- Thoma, Mark A, 1994. "The Effects of Money Growth on Inflation and Interest Rates across Spectral Frequency Bands," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 26(2), pages 218-31, May.
- Sandrine Corvoisier & Benoît Mojon, 2005. "Breaks in the mean of inflation - how they happen and what to do with them," Working Paper Series 451, European Central Bank.
- Engle, Robert F, 1974.
"Band Spectrum Regression,"
International Economic Review,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 15(1), pages 1-11, February.
- R. F. Engle, 1972. "Band Spectrum Regressions," Working papers 96, Massachusetts Institute of Technology (MIT), Department of Economics.
- Víctor Gómez & Agustín Maravall, 1998. "Seasonal Adjustment and Signal Extraction in Economic Time Series," Banco de España Working Papers 9809, Banco de España.
- repec:cup:etheor:v:11:y:1995:i:3:p:530-36 is not listed on IDEAS
- Breitung, Jörg & Candelon, Bertrand, 2006.
"Testing for short- and long-run causality: a frequency-domain approach,"
Open Access publications from Maastricht University
urn:nbn:nl:ui:27-19697, Maastricht University.
- Breitung, Jorg & Candelon, Bertrand, 2006. "Testing for short- and long-run causality: A frequency-domain approach," Journal of Econometrics, Elsevier, vol. 132(2), pages 363-378, June.
- Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501, July.
- Timothy Cogley, 1998.
"A simple adaptive measure of core inflation,"
Working Papers in Applied Economic Theory and Econometrics
98-06, Federal Reserve Bank of San Francisco.
- Cogley, Timothy, 2002. "A Simple Adaptive Measure of Core Inflation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 94-113, February.
- Fagan, Gabriel & Henry, Jerome & Mestre, Ricardo, 2005. "An area-wide model for the euro area," Economic Modelling, Elsevier, vol. 22(1), pages 39-59, January.
- Henrik Hansen & Søren Johansen, 1999. "Some tests for parameter constancy in cointegrated VAR-models," Econometrics Journal, Royal Economic Society, vol. 2(2), pages 306-333.
- Alfred A. Haug & William G. Dewald, 2004. "Longer-term effects of monetary growth on real and nominal variables, major industrial countries, 1880-2001," Working Paper Series 382, European Central Bank.
- Peter C.B. Phillips, 1988. "Spectral Regression for Cointegrated Time Series," Cowles Foundation Discussion Papers 872, Cowles Foundation for Research in Economics, Yale University.
- Neumann, Manfred J. M. & Greiber, Claus, 2004. "Inflation and core money growth in the euro area," Discussion Paper Series 1: Economic Studies 2004,36, Deutsche Bundesbank, Research Centre.
- Lucas, Robert E, Jr, 1980. "Two Illustrations of the Quantity Theory of Money," American Economic Review, American Economic Association, vol. 70(5), pages 1005-14, December.
- Gabriel Fagan & Jérôme Henry & Ricardo Mestre, 2001. "An area-wide model (AWM) for the euro area," Working Paper Series 42, European Central Bank.
- Assenmacher-Wesche, Katrin & Gerlach, Stefan, 2006. "Understanding the Link between Money Growth and Inflation in the Euro Area," CEPR Discussion Papers 5683, C.E.P.R. Discussion Papers.
- Peter C.B. Phillips & Bruce E. Hansen, 1988. "Statistical Inference in Instrumental Variables," Cowles Foundation Discussion Papers 869R, Cowles Foundation for Research in Economics, Yale University, revised Apr 1989.
- Stefan Gerlach, 2004. "The two pillars of the European Central Bank," Economic Policy, CEPR & CES & MSH, vol. 19(40), pages 389-439, October.
- Annick Bruggeman & Gonzalo Camba-Méndez & Björn Fischer & João Sousa, 2005. "Structural filters for monetary analysis - the inflationary movements of money in the euro area," Working Paper Series 470, European Central Bank.
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