IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2405.17237.html
   My bibliography  Save this paper

Mixing it up: Inflation at risk

Author

Listed:
  • Maximilian Schroder

Abstract

Assessing the contribution of various risk factors to future inflation risks was crucial for guiding monetary policy during the recent high inflation period. However, existing methodologies often provide limited insights by focusing solely on specific percentiles of the forecast distribution. In contrast, this paper introduces a comprehensive framework that examines how economic indicators impact the entire forecast distribution of macroeconomic variables, facilitating the decomposition of the overall risk outlook into its underlying drivers. Additionally, the framework allows for the construction of risk measures that align with central bank preferences, serving as valuable summary statistics. Applied to the recent inflation surge, the framework reveals that U.S. inflation risk was primarily influenced by the recovery of the U.S. business cycle and surging commodity prices, partially mitigated by adjustments in monetary policy and credit spreads.

Suggested Citation

  • Maximilian Schroder, 2024. "Mixing it up: Inflation at risk," Papers 2405.17237, arXiv.org, revised May 2024.
    • Handle: RePEc:arx:papers:2405.17237
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2405.17237
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jongrim Ha & M. Ayhan Kose & Franziska Ohnsorge, 2021. "Inflation During the Pandemic: What Happened? What is Next?," Koç University-TUSIAD Economic Research Forum Working Papers 2108, Koc University-TUSIAD Economic Research Forum.
    2. De Iorio, Maria & Muller, Peter & Rosner, Gary L. & MacEachern, Steven N., 2004. "An ANOVA Model for Dependent Random Measures," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 205-215, January.
    3. Christiane Baumeister & James D. Hamilton, 2019. "Structural Interpretation of Vector Autoregressions with Incomplete Identification: Revisiting the Role of Oil Supply and Demand Shocks," American Economic Review, American Economic Association, vol. 109(5), pages 1873-1910, May.
    4. Dimitris Korobilis & Kenichi Shimizu, 2022. "Bayesian Approaches to Shrinkage and Sparse Estimation," Foundations and Trends(R) in Econometrics, now publishers, vol. 11(4), pages 230-354, June.
    5. Jurgen A. Doornik & Henrik Hansen, 2008. "An Omnibus Test for Univariate and Multivariate Normality," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(s1), pages 927-939, December.
    6. Gutiérrez, Luis & Mena, Ramsés H. & Ruggiero, Matteo, 2016. "A time dependent Bayesian nonparametric model for air quality analysis," Computational Statistics & Data Analysis, Elsevier, vol. 95(C), pages 161-175.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Hong, Yanran & Cao, Shijiao & Xu, Pengfei & Pan, Zhigang, 2024. "Interpreting the effect of global economic risks on crude oil market: A supply-demand perspective," International Review of Financial Analysis, Elsevier, vol. 91(C).
    2. Ravazzolo, Francesco & Rossini, Luca, 2023. "Is the Price Cap for Gas Useful? Evidence from European Countries," FEEM Working Papers 338790, Fondazione Eni Enrico Mattei (FEEM).
    3. Ha, Jongrim & Kose, M. Ayhan & Ohnsorge, Franziska & Yilmazkuday, Hakan, 2023. "Understanding the global drivers of inflation: How important are oil prices?11We would like to thank Xuguang Simon Sheng, Guest Editor, and two anonymous reviewers for their detailed feedback. We also," Energy Economics, Elsevier, vol. 127(PA).
    4. Joao Ayres & Constantino Hevia & Juan Pablo Nicolini, 2021. "Real Exchange Rates and Primary Commodity Prices: Mussa Meets Backus-Smith," Working Papers 89, Red Nacional de Investigadores en Economía (RedNIE).
    5. Sarah Arndt & Zeno Enders, 2023. "The Transmission of Supply Shocks in Different Inflation Regimes," CESifo Working Paper Series 10839, CESifo.
    6. Mikhail Stolbov & Maria Shchepeleva, 2022. "In Search of Global Determinants of National Credit-to-GDP Gaps," Risks, MDPI, vol. 10(12), pages 1-22, December.
    7. Zhang, Zhikai & Wang, Yudong & Xiao, Jihong & Zhang, Yaojie, 2023. "Not all geopolitical shocks are alike: Identifying price dynamics in the crude oil market under tensions," Resources Policy, Elsevier, vol. 80(C).
    8. Berger, Eva M. & Bialek, Sylwia & Garnadt, Niklas & Grimm, Veronika & Other, Lars & Salzmann, Leonard & Schnitzer, Monika & Truger, Achim & Wieland, Volker, 2022. "A potential sudden stop of energy imports from Russia: Effects on energy security and economic output in Germany and the EU," Working Papers 01/2022, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung.
    9. Bakas, Dimitrios & Triantafyllou, Athanasios, 2020. "Commodity price volatility and the economic uncertainty of pandemics," Economics Letters, Elsevier, vol. 193(C).
    10. Ericsson, Neil R., 2016. "Eliciting GDP forecasts from the FOMC’s minutes around the financial crisis," International Journal of Forecasting, Elsevier, vol. 32(2), pages 571-583.
    11. Erwan Gautier & Cristina Conflitti & Riemer P. Faber & Brian Fabo & Ludmila Fadejeva & Valentin Jouvanceau & Jan-Oliver Menz & Teresa Messner & Pavlos Petroulas & Pau Roldan-Blanco & Fabio Rumler & Se, 2024. "New Facts on Consumer Price Rigidity in the Euro Area," American Economic Journal: Macroeconomics, American Economic Association, vol. 16(4), pages 386-431, October.
    12. Tommaso Proietti, 2002. "Some Reflections on Trend-Cycle Decompositions with Correlated Components," Econometrics 0209002, University Library of Munich, Germany.
    13. Martha Misas A. & Carlos Esteban Posada P & Diego Mauricio Vásquez E, 2003. "¿Está determinado el nivel de precios por las expectativas de dinero y producto en Colombia?," Revista ESPE - Ensayos Sobre Política Económica, Banco de la República, vol. 21(43), pages 8-31, June.
    14. L. Marattin & P. Paesani & S. Salotti, 2011. "Fiscal shocks, public debt, and long-term interest rate dynamics," Working Papers wp740, Dipartimento Scienze Economiche, Universita' di Bologna.
    15. Osni Silva Junior & Jose Carlos Pereira Coninck & Fabiano Gustavo Silveira Magrin & Francisco Itamarati Secolo Ganacim & Anselmo Pombeiro & Leonardo Göbel Fernandes & Eduardo Félix Ribeiro Romaneli, 2023. "Impacts of Atmospheric and Load Conditions on the Power Substation Equipment Temperature Model," Energies, MDPI, vol. 16(11), pages 1-15, May.
    16. Hayley Jang & Young Hoon Lee & Rodney Fort, 2019. "Winning In Professional Team Sports: Historical Moments," Economic Inquiry, Western Economic Association International, vol. 57(1), pages 103-120, January.
    17. Eckhard Hein & Christian Schoder, 2011. "Interest rates, distribution and capital accumulation -- A post-Kaleckian perspective on the US and Germany," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(6), pages 693-723, November.
    18. Keblowski, Piotr & Welfe, Aleksander, 2010. "Estimation of the equilibrium exchange rate: The CHEER approach," Journal of International Money and Finance, Elsevier, vol. 29(7), pages 1385-1397, November.
    19. Olli-Pekka Hilmola, 2021. "Inflation and Hyperinflation Countries in 2018–2020: Risks of Different Assets and Foreign Trade," JRFM, MDPI, vol. 14(12), pages 1-16, December.
    20. Fabio Canova & Christian Matthes, 2021. "Dealing with misspecification in structural macroeconometric models," Quantitative Economics, Econometric Society, vol. 12(2), pages 313-350, May.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2405.17237. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.