IDEAS home Printed from https://ideas.repec.org/a/wly/japmet/v38y2023i7p1068-1076.html
   My bibliography  Save this article

A direct approach to Kilian–Lewis style counterfactual analysis in vector autoregression models

Author

Listed:
  • Shiu‐Sheng Chen

Abstract

This paper proposes a direct approach to Kilian–Lewis style counterfactual analysis in structural vector autoregression models. The proposed approach is easy to implement, and the procedure of counterfactual construction is more transparent than the indirect approach. Practitioners conducting Kilian–Lewis style counterfactual analysis should find the proposed approach novel and useful.

Suggested Citation

  • Shiu‐Sheng Chen, 2023. "A direct approach to Kilian–Lewis style counterfactual analysis in vector autoregression models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(7), pages 1068-1076, November.
    • Handle: RePEc:wly:japmet:v:38:y:2023:i:7:p:1068-1076
    DOI: 10.1002/jae.2996
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/jae.2996
    Download Restriction: no
    File URL: https://libkey.io/10.1002/jae.2996?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Rüdiger Bachmann & Sebastian K. Rüth, 2020. "Systematic Monetary Policy And The Macroeconomic Effects Of Shifts In Residential Loan‐To‐Value Ratios," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(2), pages 503-530, May.
    2. Kilian, Lutz & Zhou, Xiaoqing, 2022. "The impact of rising oil prices on U.S. inflation and inflation expectations in 2020–23," Energy Economics, Elsevier, vol. 113(C).
    3. Lutz Kilian & Xiaoqing Zhou, 2020. "Does drawing down the US Strategic Petroleum Reserve help stabilize oil prices?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 35(6), pages 673-691, September.
    4. Lutz Kilian & Logan T. Lewis, 2011. "Does the Fed Respond to Oil Price Shocks?," Economic Journal, Royal Economic Society, vol. 121(555), pages 1047-1072, September.
    5. Benjamin Wong, 2015. "Do Inflation Expectations Propagate the Inflationary Impact of Real Oil Price Shocks?: Evidence from the Michigan Survey," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 47(8), pages 1673-1689, December.
    6. Lutz Kilian, 2017. "The Impact of the Fracking Boom on Arab Oil Producers," The Energy Journal, , vol. 38(6), pages 137-160, November.
    7. David, Antonio C. & Guajardo, Jaime & Yepez, Juan F., 2022. "The rewards of fiscal consolidations: Sovereign spreads and confidence effects," Journal of International Money and Finance, Elsevier, vol. 123(C).
    8. Hafedh Bouakez & Denis Larocque & Michel Normandin, 2018. "Separating the wheat from the chaff: A disaggregate analysis of the effects of public spending in the US," Canadian Journal of Economics, Canadian Economics Association, vol. 51(2), pages 361-390, May.
    9. Ben S. Bernanke & Mark Gertler & Mark Watson, 1997. "Systematic Monetary Policy and the Effects of Oil Price Shocks," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 28(1), pages 91-157.
    10. Bachmann, Rüdiger & Sims, Eric R., 2012. "Confidence and the transmission of government spending shocks," Journal of Monetary Economics, Elsevier, vol. 59(3), pages 235-249.
    11. Karamysheva, Madina, 2022. "How do fiscal adjustments work? An empirical investigation," Journal of Economic Dynamics and Control, Elsevier, vol. 137(C).
    12. Sims, Christopher A. & Zha, Tao, 2006. "Does Monetary Policy Generate Recessions?," Macroeconomic Dynamics, Cambridge University Press, vol. 10(2), pages 231-272, April.
    13. Diegel, Max & Nautz, Dieter, 2021. "Long-term inflation expectations and the transmission of monetary policy shocks: Evidence from a SVAR analysis," Journal of Economic Dynamics and Control, Elsevier, vol. 130(C).
    14. Popp, Aaron & Zhang, Fang, 2016. "The macroeconomic effects of uncertainty shocks: The role of the financial channel," Journal of Economic Dynamics and Control, Elsevier, vol. 69(C), pages 319-349.
    15. Christiane Baumeister & Lutz Kilian, 2014. "Real-Time Analysis of Oil Price Risks Using Forecast Scenarios," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 62(1), pages 119-145, April.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Chen, Shiu-Sheng & Lin, Tzu-Yu, 2024. "Monetary policy and renewable energy production," Energy Economics, Elsevier, vol. 132(C).

    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. Grzegorz Przekota & Anna Szczepańska-Przekota, 2022. "Pro-Inflationary Impact of the Oil Market—A Study for Poland," Energies, MDPI, vol. 15(9), pages 1-19, April.
    2. Bobeica, Elena & Ciccarelli, Matteo & Vansteenkiste, Isabel, 2019. "The link between labor cost and price inflation in the euro area," Working Paper Series 2235, European Central Bank.
    3. Bobeica, Elena & Ciccarelli, Matteo & Vansteenkiste, Isabel, 2021. "The changing link between labor cost and price inflation in the United States," Working Paper Series 2583, European Central Bank.
    4. Fang Zhang, 2017. "Confidence and the transmission of macroeconomic uncertainty in U.S. recessions," Applied Economics, Taylor & Francis Journals, vol. 49(29), pages 2893-2909, June.
    5. Breitenlechner, Max & Georgiadis, Georgios & Schumann, Ben, 2022. "What goes around comes around: How large are spillbacks from US monetary policy?," Journal of Monetary Economics, Elsevier, vol. 131(C), pages 45-60.
    6. Choi Sangyup & Yoon Chansik, 2022. "Uncertainty, Financial Markets, and Monetary Policy over the Last Century," The B.E. Journal of Macroeconomics, De Gruyter, vol. 22(2), pages 397-434, June.
    7. Hashmat Khan & Jean-François Rouillard & Santosh Upadhayaya, 2019. "Consumer Confidence and Household Investment," Carleton Economic Papers 19-06, Carleton University, Department of Economics, revised 04 Jan 2024.
    8. Rüth, Sebastian & Bachmann, Rüdiger, 2016. "Systematic Monetary Policy and the Macroeconomic Effects of Shifts in Loan-to-Value Ratios," VfS Annual Conference 2016 (Augsburg): Demographic Change 145826, Verein für Socialpolitik / German Economic Association.
    9. Beckmann, Joscha & Breitenlechner, Max & Scharler, Johann, 2024. "Is the exchange rate a shock absorber? The shocks matter," International Review of Economics & Finance, Elsevier, vol. 89(PB), pages 114-130.
    10. Popp, Aaron & Zhang, Fang, 2016. "The macroeconomic effects of uncertainty shocks: The role of the financial channel," Journal of Economic Dynamics and Control, Elsevier, vol. 69(C), pages 319-349.
    11. Diegel, Max & Nautz, Dieter, 2021. "Long-term inflation expectations and the transmission of monetary policy shocks: Evidence from a SVAR analysis," Journal of Economic Dynamics and Control, Elsevier, vol. 130(C).
    12. Ho, Tai-kuang & Lai, Cheng-chung, 2013. "Silver fetters? The rise and fall of the Chinese price level 1928–34," Explorations in Economic History, Elsevier, vol. 50(3), pages 446-462.
    13. Maciej Stefański, 2021. "Macroeconomic Effects of Quantitative Easing Using Mid-sized Bayesian Vector Autoregressions," KAE Working Papers 2021-068, Warsaw School of Economics, Collegium of Economic Analysis.
    14. Diegel, Max & Nautz, Dieter, 2020. "The role of long-term inflation expectations for the transmission of monetary policy shocks," Discussion Papers 2020/19, Free University Berlin, School of Business & Economics.
    15. Jo, Soojin & Karnizova, Lilia & Reza, Abeer, 2019. "Industry effects of oil price shocks: A re-examination," Energy Economics, Elsevier, vol. 82(C), pages 179-190.
    16. repec:zbw:bofrdp:2022_005 is not listed on IDEAS
    17. Harrison, Andre & Reed, Robert R., 2023. "Gross capital inflows, the U.S. economy, and the response of the Federal Reserve," Journal of International Money and Finance, Elsevier, vol. 139(C).
    18. Daniela Fantozzi & Alessio Muscarnera, 2021. "A News-based Policy Index for Italy: Expectations and Fiscal Policy," CEIS Research Paper 509, Tor Vergata University, CEIS, revised 11 Mar 2021.
    19. Hafedh Bouakez & Denis Larocque & Michel Normandin, 2018. "Separating the wheat from the chaff: A disaggregate analysis of the effects of public spending in the US," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 51(2), pages 361-390, May.
    20. Alloza, Mario & Sanz, Carlos, 2019. "Dynamic Effects of Persistent Shocks," UC3M Working papers. Economics 29187, Universidad Carlos III de Madrid. Departamento de Economía.
    21. Ambrocio, Gene, 2020. "Inflationary household uncertainty shocks," Bank of Finland Research Discussion Papers 5/2020, Bank of Finland.

    More about this item

    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:wly:japmet:v:38:y:2023:i:7:p:1068-1076. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.interscience.wiley.com/jpages/0883-7252/ .

    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.