IDEAS home Printed from https://ideas.repec.org/p/igi/igierp/676.html
   My bibliography  Save this paper

Does the Cost of Private Debt Respond to Monetary Policy? Heteroskedasticity-Based Identification in a Model with Regimes

Author

Listed:
  • Massimo Guidolin
  • Valentina Massagli
  • Manuela Pedio

Abstract

We investigate the effects of the Federal Reserve's quantitative easing and maturity extension programs on the yields of US dollar-denominated corporate bonds using a multiple-regime heteroskedasticity-based VAR identification approach. Impulse response functions suggest that a traditional, rate-based expansionary policy may lead to an increase in yields while quantitative easing is linked to a general and persistent decrease in yields, particularly for long-term bonds. The responses generated by the maturity extension program are significant and of larger magnitude. A decomposition shows that the unconventional programs reduce the cost of private debt primarily through a reduction in risk premia that cannot be entirely accounted for by a reduction in corporate default risk. Keywords: unconventional monetary policy; transmission channels; heteroskedasticity; vector autoregressions; identification; corporate bond yields. JEL code: G12, C32, G14

Suggested Citation

  • Massimo Guidolin & Valentina Massagli & Manuela Pedio, 2021. "Does the Cost of Private Debt Respond to Monetary Policy? Heteroskedasticity-Based Identification in a Model with Regimes," Working Papers 676, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
  • Handle: RePEc:igi:igierp:676
    as

    Download full text from publisher

    File URL: https://repec.unibocconi.it/igier/igi/wp/2021/676.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Stefania D’Amico & William English & David López‐Salido & Edward Nelson, 2012. "The Federal Reserve's Large‐scale Asset Purchase Programmes: Rationale and Effects," Economic Journal, Royal Economic Society, vol. 122(564), pages 415-446, November.
    2. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2012. "The Aggregate Demand for Treasury Debt," Journal of Political Economy, University of Chicago Press, vol. 120(2), pages 233-267.
    3. Farmer, Roger & Zabczyk, Pawel, 2016. "The Theory of Unconventional Monetary Policy," CEPR Discussion Papers 11196, C.E.P.R. Discussion Papers.
    4. John H. Rogers & Chiara Scotti & Jonathan H. Wright, 2014. "Evaluating asset-market effects of unconventional monetary policy: a multi-country review [Uncertainty of interest rate path as a monetary policy instrument]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 29(80), pages 749-799.
    5. Frederic S. Mishkin, 2009. "Is Monetary Policy Effective during Financial Crises?," American Economic Review, American Economic Association, vol. 99(2), pages 573-577, May.
    6. François Gourio, 2013. "Credit Risk and Disaster Risk," American Economic Journal: Macroeconomics, American Economic Association, vol. 5(3), pages 1-34, July.
    7. Dimitri Vayanos & Jean‐Luc Vila, 2021. "A Preferred‐Habitat Model of the Term Structure of Interest Rates," Econometrica, Econometric Society, vol. 89(1), pages 77-112, January.
    8. Markku Lanne & Helmut Lütkepohl, 2008. "Identifying Monetary Policy Shocks via Changes in Volatility," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(6), pages 1131-1149, September.
    9. Michael Joyce & David Miles & Andrew Scott & Dimitri Vayanos, 2012. "Quantitative Easing and Unconventional Monetary Policy – an Introduction," Economic Journal, Royal Economic Society, vol. 122(564), pages 271-288, November.
    10. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2011. "The Effects of Quantitative Easing on Interest Rates: Channels and Implications for Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(2 (Fall)), pages 215-287.
    11. Michael Ehrmann & Marcel Fratzscher & Roberto Rigobon, 2011. "Stocks, bonds, money markets and exchange rates: measuring international financial transmission," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(6), pages 948-974, September.
    12. Bernanke, Ben S & Blinder, Alan S, 1992. "The Federal Funds Rate and the Channels of Monetary Transmission," American Economic Review, American Economic Association, vol. 82(4), pages 901-921, September.
    13. Tran, Vuong Thao & Lin, Chien-Ting & Nguyen, Hoa, 2016. "Liquidity creation, regulatory capital, and bank profitability," International Review of Financial Analysis, Elsevier, vol. 48(C), pages 98-109.
    14. D’Amico, Stefania & King, Thomas B., 2013. "Flow and stock effects of large-scale treasury purchases: Evidence on the importance of local supply," Journal of Financial Economics, Elsevier, vol. 108(2), pages 425-448.
    15. Johannes Stroebel & John B. Taylor, 2012. "Estimated Impact of the Federal Reserve’s Mortgage-Backed Securities Purchase Program," International Journal of Central Banking, International Journal of Central Banking, vol. 8(2), pages 1-42, June.
    16. Robin Greenwood & Dimitri Vayanos, 2014. "Bond Supply and Excess Bond Returns," The Review of Financial Studies, Society for Financial Studies, vol. 27(3), pages 663-713.
    17. Alexandros Kontonikas & Paulo Maio & Zivile Zekaite, 2016. "Monetary Policy and Corporate Bond Returns," Working Papers 2016_05, Business School - Economics, University of Glasgow.
    18. Guidolin, Massimo & Orlov, Alexei G. & Pedio, Manuela, 2017. "The impact of monetary policy on corporate bonds under regime shifts," Journal of Banking & Finance, Elsevier, vol. 80(C), pages 176-202.
    19. Ben S. Bernanke & Ilian Mihov, 1998. "Measuring Monetary Policy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 869-902.
    20. Hendrik Bessembinder & William Maxwell, 2008. "Markets: Transparency and the Corporate Bond Market," Journal of Economic Perspectives, American Economic Association, vol. 22(2), pages 217-234, Spring.
    21. Simon Gilchrist & Egon ZakrajŠEk, 2013. "The Impact of the Federal Reserve's Large-Scale Asset Purchase Programs on Corporate Credit Risk," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 29-57, December.
    22. James D. Hamilton & Jing Cynthia Wu, 2012. "The Effectiveness of Alternative Monetary Policy Tools in a Zero Lower Bound Environment," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(s1), pages 3-46, February.
    23. Simon Gilchrist & David López-Salido & Egon Zakrajšek, 2015. "Monetary Policy and Real Borrowing Costs at the Zero Lower Bound," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 77-109, January.
    24. Aruoba, S. BoraÄŸan & Diebold, Francis X. & Scotti, Chiara, 2009. "Real-Time Measurement of Business Conditions," Journal of Business & Economic Statistics, American Statistical Association, vol. 27(4), pages 417-427.
    25. Sander, Magnus, 2018. "Market timing over the business cycle," Journal of Empirical Finance, Elsevier, vol. 46(C), pages 130-145.
    26. 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.
    27. Canova, Fabio & Nicolo, Gianni De, 2002. "Monetary disturbances matter for business fluctuations in the G-7," Journal of Monetary Economics, Elsevier, vol. 49(6), pages 1131-1159, September.
    28. Ben S. Bernanke & Jean Boivin & Piotr Eliasz, 2005. "Measuring the Effects of Monetary Policy: A Factor-Augmented Vector Autoregressive (FAVAR) Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(1), pages 387-422.
    29. Olmo, Jose & Sanso-Navarro, Marcos, 2015. "Changes in the transmission of monetary policy during crisis episodes: Evidence from the euro area and the U.S," Economic Modelling, Elsevier, vol. 48(C), pages 155-166.
    30. Francis, Neville R. & Jackson, Laura E. & Owyang, Michael T., 2020. "How has empirical monetary policy analysis in the U.S. changed after the financial crisis?," Economic Modelling, Elsevier, vol. 84(C), pages 309-321.
    31. Ampudia, Miguel & Heuvel, Skander Van den, 2018. "Monetary policy and bank equity values in a time of low interest rates," Working Paper Series 2199, European Central Bank.
    32. Jack Meaning & Feng Zhu, 2011. "The impact of recent central bank asset purchase programmes," BIS Quarterly Review, Bank for International Settlements, December.
    33. Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
    34. Longstaff, Francis A., 2010. "The subprime credit crisis and contagion in financial markets," Journal of Financial Economics, Elsevier, vol. 97(3), pages 436-450, September.
    35. Joseph Gagnon & Matthew Raskin & Julie Remache & Brian Sack, 2011. "The Financial Market Effects of the Federal Reserve's Large-Scale Asset Purchases," International Journal of Central Banking, International Journal of Central Banking, vol. 7(1), pages 3-43, March.
    36. Travis J. Berge & Òscar Jordà, 2011. "Evaluating the Classification of Economic Activity into Recessions and Expansions," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(2), pages 246-277, April.
    37. Ang, Andrew & Piazzesi, Monika, 2003. "A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables," Journal of Monetary Economics, Elsevier, vol. 50(4), pages 745-787, May.
    38. Gross, Marco & Semmler, Willi, 2019. "Inflation Targeting, Credit Flows, And Financial Stability In A Regime Change Model," Macroeconomic Dynamics, Cambridge University Press, vol. 23(S1), pages 59-89, September.
    39. Emanuele Bacchiocchi & Luca Fanelli, 2015. "Identification in Structural Vector Autoregressive Models with Structural Changes, with an Application to US Monetary Policy," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 77(6), pages 761-779, December.
    40. Eric T. Swanson, 2011. "Let's Twist Again: A High-Frequency Event-study Analysis of Operation Twist and Its Implications for QE2," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 42(1 (Spring), pages 151-207.
    41. Neville Francis & Laura E. Jackson & Michael T. Owyang, 2014. "How Has Empirical Monetary Policy Analysis Changed After the Financial Crisis?," Working Papers 2014-19, Federal Reserve Bank of St. Louis.
    42. repec:bla:jfinan:v:53:y:1998:i:6:p:2225-2241 is not listed on IDEAS
    43. Arvind Krishnamurthy & Annette Vissing-Jorgensen, 2011. "The Effects of Quantitative Easing on Interest Rates: Channels and Implications for Policy," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 43(2 (Fall)), pages 215-287.
    44. Gauti B. Eggertsson & Ragnar E. Juelsrud & Ella Getz Wold, 2017. "Are Negative Nominal Interest Rates Expansionary?," NBER Working Papers 24039, National Bureau of Economic Research, Inc.
    45. Roberto Rigobon, 2003. "Identification Through Heteroskedasticity," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 777-792, November.
    46. Tatjana Dahlhaus, 2017. "Conventional Monetary Policy Transmission During Financial Crises: An Empirical Analysis," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(2), pages 401-421, March.
    47. Jonatan Groba & Pedro Serrano, 2020. "Foreign monetary policy and firms' default risk," The European Journal of Finance, Taylor & Francis Journals, vol. 26(11), pages 1047-1074, July.
    48. Haifeng Guo & Alexandros Kontonikas & Paulo Maio, 0. "Monetary Policy and Corporate Bond Returns," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(3), pages 441-489.
    49. Helmut Herwartz & Martin Plödt, 2016. "Simulation Evidence on Theory-based and Statistical Identification under Volatility Breaks," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(1), pages 94-112, February.
    50. Jesús Crespo Cuaresma & Gernot Doppelhofer & Martin Feldkircher & Florian Huber, 2019. "Spillovers from US monetary policy: evidence from a time varying parameter global vector auto‐regressive model," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 182(3), pages 831-861, June.
    51. John H. Rogers & Chiara Scotti & Jonathan H. Wright, 2014. "Evaluating Asset-Market Effects of Unconventional Monetary Policy: A Cross-Country Comparison," International Finance Discussion Papers 1101, Board of Governors of the Federal Reserve System (U.S.).
    52. Sandra Eickmeier & Wolfgang Lemke & Massimiliano Marcellino, 2015. "Classical time varying factor-augmented vector auto-regressive models—estimation, forecasting and structural analysis," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 178(3), pages 493-533, June.
    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. Guidolin, Massimo & Orlov, Alexei G. & Pedio, Manuela, 2017. "The impact of monetary policy on corporate bonds under regime shifts," Journal of Banking & Finance, Elsevier, vol. 80(C), pages 176-202.
    2. Massimo Guidolin & Alexei G. Orlov & Manuela Pedio, 2014. "Understanding the Impact of Monetary Policy Shocks on the Corporate Bond Market in Good and Bad Times: A Markov Switching Model," BAFFI CAREFIN Working Papers 1623, BAFFI CAREFIN, Centre for Applied Research on International Markets Banking Finance and Regulation, Universita' Bocconi, Milano, Italy.
    3. 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.
    4. Mamatzakis, Emmanuel & Bermpei, Theodora, 2016. "What is the effect of unconventional monetary policy on bank performance?," Journal of International Money and Finance, Elsevier, vol. 67(C), pages 239-263.
    5. Simon Gilchrist & Egon Zakrajšek, 2013. "The Impact of the Federal Reserve's Large‐Scale Asset Purchase Programs on Corporate Credit Risk," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 29-57, December.
    6. King, Thomas B., 2019. "Expectation and duration at the effective lower bound," Journal of Financial Economics, Elsevier, vol. 134(3), pages 736-760.
    7. Saroj Bhattarai & Christopher J. Neely, 2022. "An Analysis of the Literature on International Unconventional Monetary Policy," Journal of Economic Literature, American Economic Association, vol. 60(2), pages 527-597, June.
    8. Sophocles N. Brissimis & Evangelia A. Georgiou, 2022. "The effects of Federal Reserve's quantitative easing and balance sheet normalization policies on long-term interest rates," Working Papers 299, Bank of Greece.
    9. Feldkircher, Martin & Gruber, Thomas & Huber, Florian, 2020. "International effects of a compression of euro area yield curves," Journal of Banking & Finance, Elsevier, vol. 113(C).
    10. Janice C. Eberly & James H. Stock & Jonathan H. Wright, 2020. "The Federal Reserve's Current Framework for Monetary Policy: A Review and Assessment," International Journal of Central Banking, International Journal of Central Banking, vol. 16(1), pages 5-71, February.
    11. Matthieu Darracq Paries, 2018. "Financial frictions and monetary policy conduct," Erudite Ph.D Dissertations, Erudite, number ph18-01 edited by Ferhat Mihoubi.
    12. Goliński, Adam, 2021. "Monetary policy at the zero lower bound: Information in the Federal Reserve’s balance sheet," European Economic Review, Elsevier, vol. 131(C).
    13. Michiel De Pooter & Robert F. Martin & Seth Pruitt & Rebecca DeSimone, 2015. "Cheap Talk and the Efficacy of the ECB’s Securities Market Programme: Did Bond Purchases Matter?," International Finance Discussion Papers 1139, Board of Governors of the Federal Reserve System (U.S.).
    14. Simon Gilchrist & Vivian Z. Yue & Egon Zakrajšek, 2016. "The Response of Sovereign Bond Yields to U.S. Monetary Policy," Central Banking, Analysis, and Economic Policies Book Series, in: Elías Albagli & Diego Saravia & Michael Woodford (ed.),Monetary Policy through Asset Markets: Lessons from Unconventional Measures and Implications for an Integrated World, edition 1, volume 24, chapter 8, pages 257-283, Central Bank of Chile.
    15. Bernhard, Severin & Ebner, Till, 2017. "Cross-border spillover effects of unconventional monetary policies on Swiss asset prices," Journal of International Money and Finance, Elsevier, vol. 75(C), pages 109-127.
    16. Claudio Borio & Anna Zabai, 2018. "Unconventional monetary policies: a re-appraisal," Chapters, in: Peter Conti-Brown & Rosa M. Lastra (ed.), Research Handbook on Central Banking, chapter 20, pages 398-444, Edward Elgar Publishing.
    17. Simon Gilchrist & David López-Salido & Egon Zakrajšek, 2015. "Monetary Policy and Real Borrowing Costs at the Zero Lower Bound," American Economic Journal: Macroeconomics, American Economic Association, vol. 7(1), pages 77-109, January.
    18. Michael E. Cahill & Stefania D'Amico & Canlin Li & John S. Sears, 2013. "Duration risk versus local supply channel in Treasury yields: evidence from the Federal Reserve's asset purchase announcements," Finance and Economics Discussion Series 2013-35, Board of Governors of the Federal Reserve System (U.S.).
    19. Matteo Falagiarda, 2014. "Evaluating quantitative easing: a DSGE approach," International Journal of Monetary Economics and Finance, Inderscience Enterprises Ltd, vol. 7(4), pages 302-327.
    20. Iryna Kaminska & Gabriele Zinna, 2020. "Official Demand for U.S. Debt: Implications for U.S. Real Rates," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 52(2-3), pages 323-364, March.

    More about this item

    Keywords

    unconventional monetary policy; transmission channels; heteroskedasticity; vector autoregressions; identification; corporate bond yields. jel code: g12; c32; g14;
    All these keywords.

    JEL classification:

    • G12 - Financial Economics - - General Financial Markets - - - Asset Pricing; Trading Volume; Bond Interest Rates
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading

    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:igi:igierp:676. 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: the person in charge (email available below). General contact details of provider: http://www.igier.unibocconi.it/ .

    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.