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On Adjusting the Hodrick-Prescott Filter for the Frequency of Observations

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Ravn, Morten O., Uhlig, Harald·2002·Review of Economics and Statistics

Abstract

This paper studies how the Hodrick-Prescott filter should be adjusted when changing the frequency of observations. It complements the results of Baxter and King (1999) with an analytical analysis, demonstrating that the filter parameter should be adjusted by multiplying it with the fourth power of the observation frequency ratios. This yields an HP parameter value of 6.25 for annual data given a value of 1600 for quarterly data. The relevance of the suggestion is illustrated empirically.

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Metadata

Authors
Ravn, M. O., & Uhlig, H.
Venue
Review of Economics and Statistics
Published
2002-05
Volume
84
Issue
2
Pages
371-376
ISSN
  • 0034-6535 (ISSN-L)
  • 1530-9142
OpenAlex
W2173858490
Cited by
1,980
References
0
FWCI
55.83
Type
journal article
Language
en
Open access
green

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CoChat. (2026). Citation check: On Adjusting the Hodrick-Prescott Filter for the Frequency of Observations. https://app.cochat.ai/papers/10.1162/003465302317411604
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Ravn, M. O., & Uhlig, H. (2002). On Adjusting the Hodrick-Prescott Filter for the Frequency of Observations. Review of Economics and Statistics. https://doi.org/10.1162/003465302317411604

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.