A Trend-Cycle(-Season) Filter
This paper proposes a new univariate method to decompose a time series into a trend, a cyclical and a seasonal component: the Trend-Cycle filter (TC filter) and its extension, the Trend-Cycle-Season filter (TCS filter). They can be regarded as extensions of the Hodrick-Prescott filter (HP filter). In particular, the stochastic model of the HP filter is extended by explicit models for the cyclical and the seasonal component. The introduction of a stochastic cycle improves the filter in three respects: first, trend and cyclical components are more consistent with the underlying theoretical model of the filter. Second, the end-of- sample reliability of the trend estimates and the cyclical component is improved compared to the HP filter since the pro-cyclical bias in end- of-sample trend estimates is virtually removed. Finally, structural breaks in the original time series can be easily accounted for.
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- Lombardo, Giovanni & Sutherland, Alan, 2007.
"Computing second-order-accurate solutions for rational expectation models using linear solution methods,"
Journal of Economic Dynamics and Control,
Elsevier, vol. 31(2), pages 515-530, February.
- Giovanni Lombardo & Alan Sutherland, 2005. " Computing Second-Order-Accurate Solutions for Rational Expectation Models Using Linear Solution Methods," CDMA Conference Paper Series 0504, Centre for Dynamic Macroeconomic Analysis.
- Marco Del Negro & Frank Schorfheide, 2009. "Monetary Policy Analysis with Potentially Misspecified Models," American Economic Review, American Economic Association, vol. 99(4), pages 1415-1450, September.
- Marco Del Negro & Frank Schorfheide, 2005. "Monetary policy analysis with potentially misspecified models," FRB Atlanta Working Paper 2005-26, Federal Reserve Bank of Atlanta.
- Marco Del Negro & Frank Schorfheide, 2005. "Monetary policy analysis with potentially misspecified models," Working Papers 06-4, Federal Reserve Bank of Philadelphia.
- Del Negro, Marco & Schorfheide, Frank, 2005. "Monetary policy analysis with potentially misspecified models," Working Paper Series 475, European Central Bank.
- Marco Del Negro & Frank Schorfheide, 2007. "Monetary Policy Analysis with Potentially Misspecified Models," NBER Working Papers 13099, National Bureau of Economic Research, Inc.
- Marco Del Negro & Frank Schorfheide, 2008. "Monetary policy analysis with potentially misspecified models," Staff Reports 321, Federal Reserve Bank of New York.
- Gruener Hans Peter & Hayo Bernd & Hefeker Carsten, 2009. "Unions, Wage Setting and Monetary Policy Uncertainty," The B.E. Journal of Macroeconomics, De Gruyter, vol. 9(1), pages 1-25, October.
- Grüner, Hans Peter & Hayo, Bernd & Hefeker, Carsten, 2005. "Unions, wage setting and monetary policy uncertainty," Working Paper Series 490, European Central Bank.
- Ehrmann, Michael & Fratzscher, Marcel, 2005. "Communication and decision-making by central bank committees: different strategies, same effectiveness?," Working Paper Series 488, European Central Bank.
- Mongelli, Francesco Paolo & De Grauwe, Paul, 2005. "Endogeneities of optimum currency areas: what brings countries sharing a single currency closer together?," Working Paper Series 468, European Central Bank.
- Paul de Grauwe & Francesco Paolo Mongelli, 2005. "Endogeneities of Optimum Currency Areas: What brings Countries Sharing a Single Currency Closer together?," Working Papers de Economia (Economics Working Papers) 29, Departamento de Economia, Gestão e Engenharia Industrial, Universidade de Aveiro.
- Marcellino, Massimiliano & Banerjee, Anindya & Masten, Igor, 2005. "Forecasting macroeconomic variables for the new member states of the European Union," Working Paper Series 482, European Central Bank.
- Timothy Cogley & Thomas J. Sargent, 2005. "The conquest of US inflation: Learning and robustness to model uncertainty," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(2), pages 528-563, April.
- Sargent, Thomas J. & Cogley, Timothy, 2005. "The conquest of U.S. inflation: learning and robustness to model uncertainty," Working Paper Series 478, European Central Bank.
- Michael Ehrmann & Marcel Fratzscher, 2007. "Communication by Central Bank Committee Members: Different Strategies, Same Effectiveness?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(2-3), pages 509-541, 03.
- Kolasa, Marcin, 2005. "What drives productivity growth in the new EU member states? The case of Poland," Working Paper Series 486, European Central Bank. Full references (including those not matched with items on IDEAS)
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