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On adjusting the hp-filter for the frequency of observations

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Author Info
Ravn, M.O.
Uhlig, H. (Tilburg University, Center for Economic Research)

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Abstract

This paper studies how the HP-Filter should be adjusted, when changing the frequency of observations. The usual choices in the literature are to adjust the smoothing parameter by multiplying it with either the square of the observation frequency ratios or simply with the observation frequency. In contrast, the paper recommends to adjust the filter parameter by multiplying it with the fourth power of the observation frequency ratios. Based on this suggestion, some well-known comparisons of business cycles moments across countries and time periods are recomputed. In particular, we overturn a finding by Backus and Kehoe (1992) on the historical changes in output volatility and return instead to older conventional wisdom (Baily, 1978, Lucas, 1977): based on the new HP-Filter adjustment rule, output volatility turns out to have decreased after the Second World War.

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Paper provided by Tilburg University, Center for Economic Research in its series Discussion Paper with number 50.

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Date of creation: 1997
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Handle: RePEc:dgr:kubcen:199750

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Find related papers by JEL classification:
C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - General
C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions
C68 - Mathematical and Quantitative Methods - - Mathematical Methods and Programming - - - Computable General Equilibrium Models
E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
F14 - International Economics - - Trade - - - Country and Industry Studies of Trade

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  29. Soderlind, Paul, 1994. "Cyclical Properties of a Real Business Cycle Model," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 9(S), pages S113-22, Suppl. De. [Downloadable!] (restricted)
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