Melecky, Ales and Melecky, Martin and Sulganova, Monika (2014): Úvěry v selhání a makroekonomika: Modelování systémového kreditního rizika v České republice.
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Abstract
Agregátní úvěry v selhání jsou úvěry bankovního sektoru se zpožděnými splátkami. Tento článek zkoumá, jak agregátní úvěry v selhání, jakožto indikátor agregátního kreditního rizika, reagují na makroekonomický vývoj v České republice v letech 1993-2014. Naše studie využívá metodu bayesovského odhadu instrumentálních proměnných. Tato metoda používá apriorní informace získané z mezinárodních empirických studií a zohledňuje případnou endogenitu makroekonomického vývoje vzhledem k úvěrům v selhání. Získané výsledky ukazují, že úvěry v selhání vykazují silnou persistenci, že vliv ekonomického růstu a důchodového efektu měnového kurzu na finanční kondici dlužníků je signifikantně pozitivní a robustní, a že efekt výpůjčních sazeb je významně negativní a robustní. Efekt inflace a nezaměstnanosti je významný, avšak ne tak robustní, jak naznačuje zkušenost jiných zemí. Bilanční efekt měnového kurzu je pozitivní, ale jeho významnost se mění spolu se specifikací modelu. Z pohledu tvůrců hospodářské politiky se jeví včasné využití reálné depreciace koruny v případě narůstajícího kreditního rizika jako účinné opatření pro stabilizaci solventnosti bankovního sektoru.
Item Type: | MPRA Paper |
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Original Title: | Úvěry v selhání a makroekonomika: Modelování systémového kreditního rizika v České republice |
English Title: | Non-performing loans and the macroeconomy: Modeling the systemic credit risk in Czech Republic |
Language: | Czech |
Keywords: | systémové kreditní riziko, český bankovní systém, úvěry v selhání, bayesovský odhad instrumentálních proměnných, apriorní informace. |
Subjects: | E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E32 - Business Fluctuations ; Cycles G - Financial Economics > G2 - Financial Institutions and Services > G21 - Banks ; Depository Institutions ; Micro Finance Institutions ; Mortgages G - Financial Economics > G2 - Financial Institutions and Services > G28 - Government Policy and Regulation |
Item ID: | 59917 |
Depositing User: | Martin Melecky |
Date Deposited: | 15 Nov 2014 08:32 |
Last Modified: | 10 Oct 2019 11:12 |
References: | ADOLFSON, M. 2001. Monetary Policy with Incomplete Exchange Rate Pass-Through. Working Paper No. 127, Sveriges Riksbank. AHMAD, F.; BASHIR, T. 2013. Explanatory Power of Macroeconomic Variables as Determinants of Non-Performing Loans: Evidence from Pakistan. World Applied Sciences Journal. 2013, Vol. 22, No. 2, pp. 243-255. ISSN 1818-4952. ALI, A.; DALI, K. Macroeconomic determinants of credit risk: Recent evidence from a cross country study. International Review of Financial Analysis. 2010, Vol. 19, No. 3, pp. 165-171. ISSN 1057-5219. AN, S.; SCHORFHEIDE F. 2007. Bayesian Analysis of DSGE Models. Econometric reviews. 2007. Vol. 26, No. 2-4, pp. 113-172. ISSN 0747-4938. BABIHUGA, R. 2007. Macroeconomic and financial soundness indicators: an empirical investigation [Working Paper 07/115]. Washington: International Monetary Fund, 2007. http://www.imf.org/external/pubs/ft/wp/2007/wp07115.pdf. BABOUČEK, I.; JANČAR, M. 2005. A VAR analysis of the effects of macroeconomic shocks to the quality of the aggregate loan portfolio of the Czech banking sector [Working Paper Series 1]. Praha: Česká národní banka, 2005. http://www.cnb.cz/en/research/research_publications/cnb_wp/download/cnbwp_2005_01.pdf. BECK, R.; JAKUBIK, P.; PILOIU, A. 2013. Non-performing loans: What matters in addition to the economic cycle? [Working Paper Series No. 1515/2013]. Frankfurt nad Mohanem: European Central Bank, 2013. http://www.ecb.europa.eu/pub/pdf/scpwps/ecbwp1515.pdf. BOFONDI, M.; ROPELE, T. 2011. Macroeconomic determinants of bad loans: evidence from Italian banks. [Occasional Papers No. 89] Řím: Banca D´Italia, 2011. http://www.bancaditalia.it/pubblicazioni/econo/quest_ecofin_2/QF_89/QEF_89.pdf. BOSS, M., FENZ, G.; PANN, J.; PUHR, C.; SCHNEIDER, M.; UBL, E. 2009. Modeling Credit Risk through the Austrian Business Cycle: An Update of the OeNB Model [Oesterreichische Nationalbank Financial Stability Report 17], 2009. http://www.oenb.at/en/Publications/Financial-Market/Financial-Stability-Report/2009/Financial-Stability-Report-17.html. BUNCIC, D.; MELECKY, M. 2013. Macroprudential stress testing of credit risk: a practical approach for policy makers. Journal of Financial Stability. 2013. Vol. 9, No. 3, pp. 347-370. ISSN 1572-3089. BUNCIC, D.; MELECKY, M. 2014. Equilibrium credit: The reference point for macroprudential supervisors. Journal of Banking & Finance. 2014, Vol. 41, No. C, pp. 135-154. ISSN 0378-4266. CASTRO, V. 2013. Macroeconomic determinants of the credit risk in the banking system: The case of the GIPSI. Economic Modelling. 2013, Vol. 31, No. C, pp. 672-683. ISSN 0264-9993. DE BOCK, R.; DEMYANETS, A. 2012. Bank Asset Quality in Emerging Markets: Determinants and Spillovers [Working Paper No. 12/71]. Washington: International Monetary Fund, 2012. https://www.imf.org/external/pubs/ft/wp/2012/wp1271.pdf. ESPINOZA A PRASAD, 2010. Nonperforming Loans in the GCC Banking System and their Macroeconomic Effects [Working Paper No. 10/224]. Washington: International Monetary Fund, 2010. http://www.imf.org/external/pubs/ft/wp/2010/wp10224.pdf FAINSTEIN, G.; NOVIKOV, I. 2011. The Comparative Analysis of Credit Risk Determinants In the Banking Sector of the Baltic States. Review of Economics & Finance. 2011. Vol. 1, No. 3, pp. 20-45. ISSN1923-7529. FESTIĆ, M.; BEKŐ, J. 2008. The banking sector and macroeconomic performance in Central European economies. Czech Journal of Economics and Finance. 2008, Vol. 58, No. 3-4, pp. 131-151. ISSN 0015-1920. FESTIĆ, M.; KAVKLER, A.; REPINA, S. 2011. The macroeconomic sources of systemic risk in the banking sectors of five new EU member states. Journal of Finance and Banking. 2011, Vol. 35, No. 2, pp. 310-322. ISSN 0378-4266. FESTIĆ, M.; ROMIH, D. Cyclicality of the banking sector performance and macro environment in the Czech Republic, Slovakia and Slovenia. Prague Economic Papers. 2008, Vol. 2008, No. 2, pp. 99-117. ISSN 1210-0455. FOFACK, H. 2005. Nonperforming loans in Sub – saharan Africa: casual analysis and macroeconomic implications [Policy Research Working Paper 3769]. Washington: World Bank, 2005. https://openknowledge.worldbank.org/bitstream/handle/10986/8498/wps3769.pdf?sequence=1 FRAIT, J.; KOMÁRKOVÁ, Z.; KOMÁREK, L. 2011. Monetary Policy in a Small Economy after Tsunami: a New Consensus on the Horizon? Finance a úvěr-Czech Journal of Economics and Finance. 2011. Vol. 61, No. 1, pp. 5-33. ISSN 0015-1920. GERLACH, S.; PENG, W.; SHU, CH. 2005. Macroeconomic conditions and banking performance in Hong Kong SAR: a panel data study. In BANK FOR INTERNATIONAL SETTLEMENTS (ed.). Investigating the relationship between the financial and real economy. Basel: Bank for International Settlements, 2005, pp. 481-497. ISBN 92-9131-677-6. GERŠL, A.; JAKUBÍK, P.; KONEČNÝ, T.; SEIDLER, J. 2013. Dynamic Stress Testing: The Framework for Assessing the Resilience of the Banking Sector Used by the Czech National Bank. Finance a úvěr-Czech Journal of Economics and Finance. 2013. Vol. 63, No. 6, pp. 505-536. ISSN 0015-1920. INTERNATIONAL MONETARY FUND. 2006. Financial Soundness Indicators [Compilation Guide]. Washington: International Monetary Fund, 2006. http://www.imf.org/external/pubs/ft/fsi/guide/2006/ JAKUBÍK, P. 2005. Makroekonomický model kreditního rizika [Zpráva o finanční stabilite 2005]. Praha: Česka národní banka, 2005. http://www.cnb.cz/miranda2/export/sites/www.cnb.cz/cs/financni_stabilita/zpravy_fs/fs_2005/FS_2005_cl2.pdf. JAKUBÍK, P.; REININGER, T. 2013. Determinants of Nonperforming Loans in Central, Eastern and Southeastern Europe. Focus on European Economic Integration Q3/13. 2013, Vol. 2013, No. 3, pp. 48-66. ISSN 2310-5259. JAKUBÍK, P.; TEPLÝ, P. 2011. The JT Index as an Indicator of Financial Stability of Corporate Sector. Prague Economic Papers. 2011, Vol. 2011, No. 2, pp. 157-176. ISSN 1210-0455. JIMENEZ, G.; SAURINA, J. 2006. Credit Cycles, Credit Risk, and Prudential Regulation. International Journal of Central Banking. 2006, Vol. 2, No. 2, pp. 65-98. ISSN 1815-4654. JOHANSEN, S., 2005. What is the price of maximum likelihood. Přednáška prezentovaná na konferenci Model Evaluation Conference, Oslo, 2005. KLEIN, N. 2013. Non-Performing Loans in CESEE: Determinants and Impact on Macroeconomic Performance [Working Paper No. 13/72]. Washington: International Monetary Fund, 2013. http://www.imf.org/external/pubs/ft/wp/2013/wp1372.pdf. LAEVEN, L.; VALENCIA, F. 2013. Systemic Banking Crises Database. IMF Economic Review. 2013, Vol. 61, No. 2, pp. 225–270. ISSN 2041-4161. LINDE, J., M. NESSEN, U. SODERSTROM. 2009. Monetary Policy in an Estimated Open Economy Model with Imperfect Pass-Through. International Journal of Finance and Economics 14 (4): 301–33. LOUZIS, D. P.; VOULDIS, A. T.; METAXAS, V. L. 2012. Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios. Journal of Finance and Banking. 2012. Vol. 36, No. 4, pp. 1012-1027. ISSN 0378-4266. LUBIK, T. A.; SCHORFHEIDE, F. 2007. Do central banks respond to exchange rate movements? A structural investigation. Journal of Monetary Economics. 2007, Vol. 54, No. 4, pp. 1069–1087. ISSN 0304-3932. MARCUCCI, J.; QUAGLIARIELLO, M. 2008. Is bank portfolio riskiness procyclical? Evidence from Italy using a vector autoregression. Journal of International Financial Markets, Institutions & Money. 2008, Vol. 18, No. 1, pp. 46-63. ISSN 1042-4431. MELECKY, M. 2012. Macroeconomic dynamics in Macedonia and Slovakia: Structural estimation and comparison. Economic Modelling. 2012, Vol. 29, No. 4, pp. 1377-1387. ISSN 0264-9993. MONACELLI, T. 2005. Monetary Policy in a Low Pass-Through Environment. Journal of Money Credit and Banking 37 (6): 1047–66. MUSÍLEK, P. 2008. Příčiny globální finanční krize a selhání regulace. Český finanční a účetní časopis. 2008. Vol. 3, No. 4, pp. 6-20. ISSN 1802-2200. NKUSU, M. 2011. Nonperforming Loans and Macrofinancial Vulnerabilities in Advanced Economies [Working Paper No. 11/161]. Washington: International Monetary Fund, 2011. https://www.imf.org/external/pubs/ft/wp/2011/wp11161.pdf. PODPIERA, R. 2006. Does compliance with Basel Core Principles bring any measurable benefits? IMF Staff Papers. 2006, Vol. 53, No. 2, pp. 306-326. ISSN 1020-7635. SALAS, V.; SAURINA, J. 2002. Credit Risk in Two Institutional Regimes: Spanish Commercial and Savings Banks. Journal of Financial Services Research. 2002, Vol. 22, No. 3, pp. 203-224. ISSN 0920-8550. SHU, CH. 2002. The impact of macroeconomic environment on the asset quality on Hong Kong´s banking sector [Working Paper]. Hong Kong: Hong Kong Monetary Authority, 2002. http://www.hkma.gov.hk/media/eng/publication-and-research/research/working-papers/pre2007/RM20-2002.pdf SCHMIEDER, CH.; PUHR, C.; HASAN, M. 2011. Next Generation Balance Sheet Stress Testing. [Working Paper No. 11/83]. Washington: International Monetary Fund, 2011. http://www.imf.org/external/pubs/ft/wp/2011/wp1183.pdf VAZQUEZ, F.; TABAK, B. M.; SOUTO, M. 2012. A macro stress test model of credit risk for the Brazilian banking sector. Journal of Financial Stability. 2012, Vol. 8, No. 2, pp. 69-83. ISSN 1572-3089. VYHLÁŠKA č. 123/2007 Sb., o pravidlech obezřetného podnikání bank, spořitelních a úvěrních družstev a obchodníků s cennými papíry ve znění vyhlášky č. 282/2008 Sb., vyhlášky č. 380/2010 Sb., vyhlášky č. 89/2011 Sb. a vyhlášky č. 187/2012 Sb. In SBÍRKA ZÁKONŮ ČESKÉ REPUBLIKY, 2007. http://www.cnb.cz/cs/legislativa/vyhlasky/vyhlaska_123_2007_uz_k_2012_07_01.pdf. YURDAKUL, F. 2014. Macroeconomic Modelling Of Credit Risk For Banks. Procedia - Social and Behavioral Sciences. 2014, Vol. 109, No. 0, pp. 784-793. ISSN 1877-0428. ZEMAN, J.; JURČA, P. 2008. Macro stress testing of the Slovak banking sector [Working Paper No. 1/2008]. Bratislava: Národná banka Slovenska, 2008. http://www.nbs.sk/_img/Documents/PUBLIK/08_kol1a.pdf. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/59917 |