IDEAS home Printed from https://ideas.repec.org/p/cnb/wpaper/2019-6.html
   My bibliography  Save this paper

Introducing Macro-Financial Variables into a Semi-Structural Model

Author

Listed:
  • Dominika Ehrenbergerova
  • Simona Malovana

Abstract

This paper outlines a flexible and consistent model-based framework suitable for forecasting selected macro-financial variables of the Czech economy and conducting policy analysis to support the decision-making process. We enhance an existing semi-structural model of the Czech economy in order to replicate some of the characteristics of the financial cycle, i.e. co-movement between credit and house prices, higher persistence of respective macro-financial variables and a pronounced impact of shocks on the business cycle.

Suggested Citation

  • Dominika Ehrenbergerova & Simona Malovana, 2019. "Introducing Macro-Financial Variables into a Semi-Structural Model," Working Papers 2019/6, Czech National Bank.
    • Handle: RePEc:cnb:wpaper:2019/6
    as

    Download full text from publisher

    File URL: https://www.cnb.cz/export/sites/cnb/en/economic-research/.galleries/research_publications/cnb_wp/cnbwp_2019_06.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stremmel, Hanno, 2015. "Capturing the financial cycle in Europe," Working Paper Series 1811, European Central Bank.
    2. Mihail Petkovski & Jordan Kjosevski & Kiril Jovanovski, 2018. "Empirical Panel Analysis of Non-performing Loans in the Czech Republic. What are their Determinants and How Strong is their Impact on the Real Economy?," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 68(5), pages 460-490, October.
    3. Kostas Tsatsaronis & Haibin Zhu, 2004. "What drives housing price dynamics: cross-country evidence," BIS Quarterly Review, Bank for International Settlements, March.
    4. Mr. Jiaqian Chen & Mr. Francesco Columba, 2016. "Macroprudential and Monetary Policy Interactions in a DSGE Model for Sweden," IMF Working Papers 2016/074, International Monetary Fund.
    5. Mathias Drehmann & Claudio Borio & Kostas Tsatsaronis, 2012. "Characterising the financial cycle: don't lose sight of the medium term!," BIS Working Papers 380, Bank for International Settlements.
    6. Gertler, M. & Kiyotaki, N. & Prestipino, A., 2016. "Wholesale Banking and Bank Runs in Macroeconomic Modeling of Financial Crises," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 1345-1425, Elsevier.
    7. Jan Bruha & Jaromir Tonner, 2014. "The Czech Housing Market Through the Lens of a DSGE Model Containing Collateral-Constrained Households," Working Papers 2014/09, Czech National Bank.
    8. Mr. Jaromir Benes & Kevin Clinton & Asish George & Pranav Gupta & Joice John & Mr. Ondrej Kamenik & Mr. Douglas Laxton & Pratik Mitra & G.V. Nadhanael & Mr. Rafael A Portillo & Hou Wang & Fan Zhang, 2017. "Quarterly Projection Model for India: Key Elements and Properties," IMF Working Papers 2017/033, International Monetary Fund.
    9. Rafael Ravnik & Nikola Bokan, 2018. "Quarterly Projection Model for Croatia," Surveys 34, The Croatian National Bank, Croatia.
    10. Gertler, Mark & Kiyotaki, Nobuhiro, 2010. "Financial Intermediation and Credit Policy in Business Cycle Analysis," Handbook of Monetary Economics, in: Benjamin M. Friedman & Michael Woodford (ed.), Handbook of Monetary Economics, edition 1, volume 3, chapter 11, pages 547-599, Elsevier.
    11. Cappiello, Lorenzo & Kadareja, Arjan & Kok, Christoffer & Protopapa, Marco, 2010. "Do bank loans and credit standards have an effect on output? A panel approach for the euro area," Working Paper Series 1150, European Central Bank.
    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. Francisco Arroyo Marioli & Juan Sebastián Becerra & Matías Solorza, 2021. "The Credit Channel Through the Lens of a Semi- Structural Model," Working Papers Central Bank of Chile 911, Central Bank of Chile.
    2. Pongpitch Amatyakul & Tosapol Apaitan & Savaphol Hiruntiaranakul & Nuwat Nookhwun, 2021. "Revisiting Thailand's Monetary Policy Model for an Integrated Policy Analysis," PIER Discussion Papers 164, Puey Ungphakorn Institute for Economic Research.

    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. Stijn Claessens & M Ayhan Kose, 2018. "Frontiers of macrofinancial linkages," BIS Papers, Bank for International Settlements, number 95.
    2. Pongpitch Amatyakul & Tosapol Apaitan & Savaphol Hiruntiaranakul & Nuwat Nookhwun, 2021. "Revisiting Thailand's Monetary Policy Model for an Integrated Policy Analysis," PIER Discussion Papers 164, Puey Ungphakorn Institute for Economic Research.
    3. Ferrante, Francesco, 2019. "Risky lending, bank leverage and unconventional monetary policy," Journal of Monetary Economics, Elsevier, vol. 101(C), pages 100-127.
    4. Schüler, Yves S. & Hiebert, Paul P. & Peltonen, Tuomas A., 2020. "Financial cycles: Characterisation and real-time measurement," Journal of International Money and Finance, Elsevier, vol. 100(C).
    5. Shirai, Daichi, 2016. "Persistence and Amplification of Financial Frictions," MPRA Paper 72187, University Library of Munich, Germany.
    6. Mark Gertler & Nobuhiro Kiyotaki & Andrea Prestipino, 2016. "Anticipated Banking Panics," American Economic Review, American Economic Association, vol. 106(5), pages 554-559, May.
    7. Fernández-Amador, Octavio, 2016. "Finance-augmented business cycles: A robustness check," Papers 1038, World Trade Institute.
    8. Lukáš Fiala & Petr Teplý, 2021. "The Use of Borrower-based Measures within Macroprudential Policy: Evidence from the European Economic Area," European Financial and Accounting Journal, Prague University of Economics and Business, vol. 2021(1), pages 71-91.
    9. Junichi Fujimoto & Ko Munakata & Koji Nakamura & Yuki Teranishi, 2017. "Optimal Policy Analysis in a New Keynesian Economy with Credit Market Search," GRIPS Discussion Papers 16-30, National Graduate Institute for Policy Studies.
    10. Kirchner Philipp, 2020. "On Shadow Banking and Financial Frictions in DSGE Modeling," Review of Economics, De Gruyter, vol. 71(2), pages 101-133, August.
    11. policy, Work stream on macroprudential & Albertazzi, Ugo & Martin, Alberto & Assouan, Emmanuelle & Tristani, Oreste & Galati, Gabriele & Vlassopoulos, Thomas, 2021. "The role of financial stability considerations in monetary policy and the interaction with macroprudential policy in the euro area," Occasional Paper Series 272, European Central Bank.
    12. Monacelli, Tommas & Jamilov, Rustam, 2020. "Bewley Banks," CEPR Discussion Papers 15428, C.E.P.R. Discussion Papers.
    13. Albertazzi, Ugo & Barbiero, Francesca & Marqués-Ibáñez, David & Popov, Alexander & Rodriguez d’Acri, Costanza & Vlassopoulos, Thomas, 2020. "Monetary policy and bank stability: the analytical toolbox reviewed," Working Paper Series 2377, European Central Bank.
    14. David Martinez-Miera & Rafael Repullo, 2019. "Monetary Policy, Macroprudential Policy, and Financial Stability," Annual Review of Economics, Annual Reviews, vol. 11(1), pages 809-832, August.
    15. Ozge Akinci & Ṣebnem Kalemli-Özcan & Albert Queraltó, 2022. "Uncertainty Shocks, Capital Flows, and International Risk Spillovers," Staff Reports 1016, Federal Reserve Bank of New York.
    16. Lucia Alessi & Mark Kerssenfischer, 2019. "The response of asset prices to monetary policy shocks: Stronger than thought," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(5), pages 661-672, August.
    17. Caterina Mendicino & Kalin Nikolov & Juan Rubio-Ramirez & Javier Suarez, 2020. "Twin Default Crises," Working Papers 2020-01, FEDEA.
    18. Kirstin Hubrich & Daniel F. Waggoner, 2022. "The Transmission of Financial Shocks and Leverage of Financial Institutions: An Endogenous Regime-Switching Framework," FRB Atlanta Working Paper 2022-5, Federal Reserve Bank of Atlanta.

    More about this item

    Keywords

    Financial cycle; forecasting; macro-financial variables; semi-structural model;
    All these keywords.

    JEL classification:

    • 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
    • E47 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Forecasting and Simulation: Models and Applications
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

    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:cnb:wpaper:2019/6. 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: Jan Babecky (email available below). General contact details of provider: https://edirc.repec.org/data/cnbgvcz.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.