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High-frequency instruments with time-varying reliability: Understanding identification in macroeconomics

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  • Amir Ahmadi, Pooyan
  • Matthes, Christian
  • Wang, Mu-Chun

Abstract

The effects of monetary policy shocks are regularly estimated using high-frequency sur- prises in asset prices around central bank meetings as an instrument. These studies, insofar as they explicitly model the relationship between instrument and structural shock, assume a constant relationship between the instrument and the monetary policy shock. By allowing for time variation in this relationship, we show that only a few distinct periods are infor- mative about monetary policy shocks. Therefore, we build a narrative for instrument-based identification. For the instrument in Gertler & Karadi (2015), the effect on the (log) price level is almost 50 percent larger than the standard specification would suggest.

Suggested Citation

  • Amir Ahmadi, Pooyan & Matthes, Christian & Wang, Mu-Chun, 2026. "High-frequency instruments with time-varying reliability: Understanding identification in macroeconomics," Discussion Papers 08/2026, Deutsche Bundesbank.
  • Handle: RePEc:zbw:bubdps:338091
    DOI: 10.71734/DP-2026-8
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    References listed on IDEAS

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    1. Koop, Gary & Leon-Gonzalez, Roberto & Strachan, Rodney W., 2010. "Dynamic Probabilities of Restrictions in State Space Models: An Application to the Phillips Curve," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(3), pages 370-379.
    2. Raffaella Giacomini & Toru Kitagawa & Matthew Read, 2022. "Narrative Restrictions and Proxies," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(4), pages 1415-1425, October.
    3. Petrova, Katerina, 2022. "Asymptotically valid Bayesian inference in the presence of distributional misspecification in VAR models," Journal of Econometrics, Elsevier, vol. 230(1), pages 154-182.
    4. Christina D. Romer & David H. Romer, 2004. "A New Measure of Monetary Shocks: Derivation and Implications," American Economic Review, American Economic Association, vol. 94(4), pages 1055-1084, September.
    5. Hamilton, James D, 1989. "A New Approach to the Economic Analysis of Nonstationary Time Series and the Business Cycle," Econometrica, Econometric Society, vol. 57(2), pages 357-384, March.
    6. Wenting Liao & Jun Ma & Chengsi Zhang, 2023. "Identifying exchange rate effects and spillovers of US monetary policy shocks in the presence of time‐varying instrument relevance," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(7), pages 989-1006, November.
    7. Mikkel Plagborg‐Møller & Christian K. Wolf, 2021. "Local Projections and VARs Estimate the Same Impulse Responses," Econometrica, Econometric Society, vol. 89(2), pages 955-980, March.
    8. Mark Gertler & Peter Karadi, 2015. "Monetary Policy Surprises, Credit Costs, and Economic Activity," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 44-76, January.
    9. Raffaella Giacomini & Toru Kitagawa & Matthew Read, 2022. "Narrative Restrictions and Proxies: Rejoinder," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 40(4), pages 1438-1441, October.
    10. Karel Mertens & Morten O. Ravn, 2013. "The Dynamic Effects of Personal and Corporate Income Tax Changes in the United States," American Economic Review, American Economic Association, vol. 103(4), pages 1212-1247, June.
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