IDEAS home Printed from https://ideas.repec.org/p/zbw/sfb649/sfb649dp2013-016.html
   My bibliography  Save this paper

Quantitative forward guidance and the predictability of monetary policy: A wavelet based jump detection approach

Author

Listed:
  • Winkelmann, Lars

Abstract

The publication of a projected path of future policy decisions by central banks is a controversially debated method to improve monetary policy guidance. This paper suggests a new approach to evaluate the impact of the guidance strategy on the predictability of monetary policy. Using the example of Norway, the empirical investigation is based on jump probabilities of interest rates on central bank announcement days before and after the introduction of quantitative guidance. Within the standard semimartingale framework, we propose a new methodology to detect jumps. We derive a representation of the quadratic variation in terms of a wavelet spectrum. An adaptive threshold procedure on wavelet spectrum estimates aims at localizing jumps. Our main empirical result indicates that quantitative guidance significantly improves the predictability of monetary policy.

Suggested Citation

  • Winkelmann, Lars, 2013. "Quantitative forward guidance and the predictability of monetary policy: A wavelet based jump detection approach," SFB 649 Discussion Papers 2013-016, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    • Handle: RePEc:zbw:sfb649:sfb649dp2013-016
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/79598/1/742473120.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ana-Maria Dumitru & Giovanni Urga, 2011. "Identifying Jumps in Financial Assets: A Comparison Between Nonparametric Jump Tests," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(2), pages 242-255, October.
    2. Frederic S Mishkin, 2004. "Can Central Bank Transparency Go Too Far?," RBA Annual Conference Volume (Discontinued), in: Christopher Kent & Simon Guttmann (ed.),The Future of Inflation Targeting, Reserve Bank of Australia.
    3. Das, Sanjiv R., 2002. "The surprise element: jumps in interest rates," Journal of Econometrics, Elsevier, vol. 106(1), pages 27-65, January.
    4. Alan S. Blinder & Michael Ehrmann & Marcel Fratzscher & Jakob De Haan & David-Jan Jansen, 2008. "Central Bank Communication and Monetary Policy: A Survey of Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 46(4), pages 910-945, December.
    5. Yacine Aït-Sahalia & Jean Jacod, 2012. "Analyzing the Spectrum of Asset Returns: Jump and Volatility Components in High Frequency Data," Journal of Economic Literature, American Economic Association, vol. 50(4), pages 1007-1050, December.
    6. Fan, Jianqing & Wang, Yazhen, 2007. "Multi-Scale Jump and Volatility Analysis for High-Frequency Financial Data," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 1349-1362, December.
    7. G. P. Nason & R. Von Sachs & G. Kroisandt, 2000. "Wavelet processes and adaptive estimation of the evolutionary wavelet spectrum," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 62(2), pages 271-292.
    8. Rainer Von Sachs & Brenda Macgibbon, 2000. "Non‐parametric Curve Estimation by Wavelet Thresholding with Locally Stationary Errors," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 27(3), pages 475-499, September.
    9. Monika Piazzesi, 2005. "Bond Yields and the Federal Reserve," Journal of Political Economy, University of Chicago Press, vol. 113(2), pages 311-344, April.
    10. Piotr Fryzlewicz & Guy P. Nason, 2006. "Haar–Fisz estimation of evolutionary wavelet spectra," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 68(4), pages 611-634, September.
    11. Detmers, Gunda-Alexandra & Nautz, Dieter, 2011. "The information content of central bank interest rate projections: Evidence from New Zealand," SFB 649 Discussion Papers 2011-032, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    12. Lars E.O. Svensson, 2006. "The Instrument-Rate Projection under Inflation Targeting: The Norwegian Example," Working Papers 75, Princeton University, Department of Economics, Center for Economic Policy Studies..
    13. Alan S. Blinder & Michael Ehrmann & Marcel Fratzscher & Jakob De Haan & David-Jan Jansen, 2008. "Central Bank Communication and Monetary Policy: A Survey of Theory and Evidence," Journal of Economic Literature, American Economic Association, vol. 46(4), pages 910-945, December.
    14. Refet S Gürkaynak & Brian Sack & Eric Swanson, 2005. "Do Actions Speak Louder Than Words? The Response of Asset Prices to Monetary Policy Actions and Statements," International Journal of Central Banking, International Journal of Central Banking, vol. 1(1), May.
    15. Asger Lunde & Esben Hoeg, 2003. "Wavelet Estimation of Integrated Volatility," Computing in Economics and Finance 2003 274, Society for Computational Economics.
    16. Andersen, Torben G. & Bollerslev, Tim & Dobrev, Dobrislav, 2007. "No-arbitrage semi-martingale restrictions for continuous-time volatility models subject to leverage effects, jumps and i.i.d. noise: Theory and testable distributional implications," Journal of Econometrics, Elsevier, vol. 138(1), pages 125-180, May.
    17. repec:pri:cepsud:161blinder is not listed on IDEAS
    18. Jan F. Qvigstad, 2006. "When does an interest rate path “look good”? Criteria for an appropriate future interest rate path," Working Paper 2006/05, Norges Bank.
    19. Suzanne S. Lee & Per A. Mykland, 2008. "Jumps in Financial Markets: A New Nonparametric Test and Jump Dynamics," The Review of Financial Studies, Society for Financial Studies, vol. 21(6), pages 2535-2563, November.
    20. Lars E.O. Svensson, 2006. "The Instrument-Rate Projection under Inflation Targeting: The Norwegian Example," Working Papers 75, Princeton University, Department of Economics, Center for Economic Policy Studies..
    21. M. Podolskij & D. Ziggel, 2010. "New tests for jumps in semimartingale models," Statistical Inference for Stochastic Processes, Springer, vol. 13(1), pages 15-41, April.
    22. Richhild Moessner & William R. Nelson, 2008. "Central Bank Policy Rate Guidance and Financial Market Functioning," International Journal of Central Banking, International Journal of Central Banking, vol. 4(4), pages 193-226, December.
    23. Gunda-Alexandra Detmers & Dieter Nautz, 2012. "The Information Content of Central Bank Interest Rate Projections: Evidence from New Zealand," The Economic Record, The Economic Society of Australia, vol. 88(282), pages 323-329, September.
    24. Giuseppe Ferrero & Alessandro Secchi, 2009. "The Announcement of Monetary Policy Intentions," Temi di discussione (Economic working papers) 720, Bank of Italy, Economic Research and International Relations Area.
    25. Clemens J. M. Kool & Daniel L. Thornton, 2015. "How Effective Is Central Bank Forward Guidance?," Review, Federal Reserve Bank of St. Louis, vol. 97(4), pages 303-322.
    26. repec:taf:jnlbes:v:30:y:2012:i:2:p:242-255 is not listed on IDEAS
    27. Campbell, John Y. (ed.), 2008. "Asset Prices and Monetary Policy," National Bureau of Economic Research Books, University of Chicago Press, number 9780226092119.
    28. Amund Holmsen & Jan F. Qvigstad & Øistein Røisland & Kristin Solberg-Johansen, 2008. "Communicating monetary policy intentions: The case of Norges Bank," Working Paper 2008/20, Norges Bank.
    29. Andersson, Magnus & Hofmann, Boris, 2009. "Gauging the effectiveness of quantitative forward guidance: evidence from three inflation targeters," Working Paper Series 1098, European Central Bank.
    30. Fryzlewicz, Piotr & Nason, Guy P., 2006. "Haar-Fisz estimation of evolutionary wavelet spectra," LSE Research Online Documents on Economics 25227, London School of Economics and Political Science, LSE Library.
    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. Detmers, Gunda-Alexandra & Nautz, Dieter, 2014. "Stale forward guidance," Economics Letters, Elsevier, vol. 124(3), pages 358-361.
    2. Lassaâd Mbarek & Hardik A. Marfatia & Sonja Juko, 2018. "Time-varying Response of Treasury Yields to Monetary Policy Shocks: Evidence from the Tunisian Bond Market," Working Papers 1243, Economic Research Forum, revised 23 Oct 2018.
    3. repec:hum:wpaper:sfb649dp2013-038 is not listed on IDEAS
    4. repec:hum:wpaper:sfb649dp2014-027 is not listed on IDEAS
    5. Poeschel, Friedrich, 2012. "Assortative matching through signals," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62061, Verein für Socialpolitik / German Economic Association.
    6. Winkelmann, Lars & Bibinger, Markus & Linzert, Tobias, 2013. "ECB monetary policy surprises: identification through cojumps in interest rates," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79721, Verein für Socialpolitik / German Economic Association.
    7. Winkelmann, Lars & Bibinger, Markus & Linzert, Tobias, 2013. "ECB monetary policy surprises: Identification through cojumps in interest rates," SFB 649 Discussion Papers 2013-038, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    8. Linzert, Tobias & Winkelmann, Lars & Bibinger, Markus, 2014. "ECB monetary policy surprises: identification through cojumps in interest rates," Working Paper Series 1674, European Central Bank.
    9. Detmers, Gunda-Alexandra & Nautz, Dieter, 2013. "How Stale Central Bank Interest Rate Projections Affect Interest Rate Uncertainty," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79861, Verein für Socialpolitik / German Economic Association.

    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. repec:hum:wpaper:sfb649dp2013-016 is not listed on IDEAS
    2. Richhild Moessner & David-Jan Jansen & Jakob de Haan, 2017. "Communication About Future Policy Rates In Theory And Practice: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 31(3), pages 678-711, July.
    3. Gunda‐Alexandra Detmers & Ozer Karagedikli & Richhild Moessner, 2021. "Quantitative or Qualitative Forward Guidance: Does it Matter?," The Economic Record, The Economic Society of Australia, vol. 97(319), pages 491-503, December.
    4. Moessner, Richhild, 2013. "Effects of explicit FOMC policy rate guidance on interest rate expectations," Economics Letters, Elsevier, vol. 121(2), pages 170-173.
    5. Richhild Moessner & David-Jan Jansen & Jakob de Haan, 2017. "Communication About Future Policy Rates In Theory And Practice: A Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 31(3), pages 678-711, July.
    6. R. Erasmus & H. Hollander, 2020. "A Forward Guidance Indicator For The South African Reserve Bank: Implementing A Text Analysis Algorithm," Studies in Economics and Econometrics, Taylor & Francis Journals, vol. 44(3), pages 41-72, December.
    7. Moessner, Richhild, 2015. "Reactions of US government bond yields to explicit FOMC forward guidance," The North American Journal of Economics and Finance, Elsevier, vol. 33(C), pages 217-233.
    8. Clemens J. M. Kool & Daniel L. Thornton, 2015. "How Effective Is Central Bank Forward Guidance?," Review, Federal Reserve Bank of St. Louis, vol. 97(4), pages 303-322.
    9. Alessandro Flamini, 2012. "Interest Rate Forecasts in Inflation Targeting Open-Economies," Economia politica, Società editrice il Mulino, issue 3, pages 381-408.
    10. Lars E.O. Svensson, 2014. "Forward Guidance," NBER Working Papers 20796, National Bureau of Economic Research, Inc.
    11. repec:hum:wpaper:sfb649dp2014-027 is not listed on IDEAS
    12. Detmers, Gunda-Alexandra, 2016. "Forward Guidance under Disagreement - Evidence from the Fed’s dot projections," VfS Annual Conference 2016 (Augsburg): Demographic Change 145768, Verein für Socialpolitik / German Economic Association.
    13. Detmers, Gunda-Alexandra & Nautz, Dieter, 2013. "How Stale Central Bank Interest Rate Projections Affect Interest Rate Uncertainty," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79861, Verein für Socialpolitik / German Economic Association.
    14. Detmers, Gunda-Alexandra & Nautz, Dieter, 2014. "Stale forward guidance," Economics Letters, Elsevier, vol. 124(3), pages 358-361.
    15. Alex Isakov & Petr Grishin & Oleg Gorlinsky, 2018. "Fear of Forward Guidance," Russian Journal of Money and Finance, Bank of Russia, vol. 77(4), pages 84-106, December.
    16. Di Bartolomeo Giovanni & Hughes Hallett Andrew & Acocella Nicola, 2013. "When Can Policy Makers Anchor Expectations? Dynamic controllability and the limits to time inconsistency," wp.comunite 0104, Department of Communication, University of Teramo.
    17. Galati, Gabriele & Moessner, Richhild, 2021. "Effects of Fed policy rate forecasts on real yields and inflation expectations at the zero lower bound," Economics Letters, Elsevier, vol. 198(C).
    18. Paul Hubert & Fabien Labondance, 2016. "The Effect of ECB Forward Guidance on Policy Expectations," Working Papers hal-01394821, HAL.
    19. Åhl, Magnus, 2017. "How big is the toolbox of a central banker? Managing expectations with policy-rate forecasts: Evidence from Sweden," Working Paper Series 339, Sveriges Riksbank (Central Bank of Sweden).
    20. Martin Nordström, 2020. "A forecast evaluation of the Riksbank's policy‐rate projections," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 49(3), September.
    21. Jitmaneeroj, Boonlert & Lamla, Michael J. & Wood, Andrew, 2019. "The implications of central bank transparency for uncertainty and disagreement," Journal of International Money and Finance, Elsevier, vol. 90(C), pages 222-240.
    22. Nikola Mirkov & Gisle James Natvik, 2016. "Announcements of Interest Rate Forecasts: Do Policymakers Stick to Them?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(5), pages 901-920, August.

    More about this item

    Keywords

    central bank communication; interest rate projections; semimartingales; Locally Stationary Wavelet processes; jump detection;
    All these keywords.

    JEL classification:

    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C58 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Financial Econometrics

    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:zbw:sfb649:sfb649dp2013-016. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/sohubde.html .

    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.