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A factor-augmented model of markup on mortgage loans in Poland

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  • Victor Bystrov

    (University of Lodz, Faculty of Economics and Sociology)

Abstract

The paper describes the results of estimation of a factor-augmented vector autoregressive model that relates the markup on mortgage loans in national currency, granted to households by monetary financial institutions, and 3-month inter-bank rate that approximates the cost of funds for financial institutions. The factors by which the model is augmented, summarize information that can be used by banks to forecast interest rates and determine risk premium. The estimation results indicate that there is a significant relation between the changes in the markup and the changes in 3-month WIBOR. This relation can be interpreted as evidence of incomplete transmission of shocks from the inter-bank rate to mortgage rates set by banks. The shocks to 3-month WIBOR are partially absorbed by changes in the markup. The relation between the markup and various groups of macroeconomic and financial indicators are studied on the basis of impulse response analysis and structural interpretation of the estimated factors.

Suggested Citation

  • Victor Bystrov, 2014. "A factor-augmented model of markup on mortgage loans in Poland," Bank i Kredyt, Narodowy Bank Polski, vol. 45(6), pages 491-512.
    • Handle: RePEc:nbp:nbpbik:v:45:y:2014:i:6:p:491-512
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    1. Bondt Gabe J. de, 2005. "Interest Rate Pass-Through: Empirical Results for the Euro Area," German Economic Review, De Gruyter, vol. 6(1), pages 37-78, February.
    2. Chmielewski, Tomasz, 2003. "Interest rate pass-through in the Polish banking sector and bank-specific financial disturbances," MPRA Paper 5133, University Library of Munich, Germany, revised 31 Jan 2004.
    3. Becker, Ralf & Osborn, Denise R. & Yildirim, Dilem, 2012. "A threshold cointegration analysis of interest rate pass-through to UK mortgage rates," Economic Modelling, Elsevier, vol. 29(6), pages 2504-2513.
    4. Anna Staszewska‐Bystrova, 2011. "Bootstrap prediction bands for forecast paths from vector autoregressive models," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 30(8), pages 721-735, December.
    5. Peter Winker, 1999. "Sluggish adjustment of interest rates and credit rationing: an application of unit root testing and error correction modelling," Applied Economics, Taylor & Francis Journals, vol. 31(3), pages 267-277.
    6. James H. Stock & Mark W. Watson, 2005. "Implications of Dynamic Factor Models for VAR Analysis," NBER Working Papers 11467, National Bureau of Economic Research, Inc.
    7. Anindya Banerjee & Victor Bystrov & Paul Mizen, 2013. "How Do Anticipated Changes to Short‐Term Market Rates Influence Banks' Retail Interest Rates? Evidence from the Four Major Euro Area Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(7), pages 1375-1414, October.
    8. Kwiatkowski, Denis & Phillips, Peter C. B. & Schmidt, Peter & Shin, Yongcheol, 1992. "Testing the null hypothesis of stationarity against the alternative of a unit root : How sure are we that economic time series have a unit root?," Journal of Econometrics, Elsevier, vol. 54(1-3), pages 159-178.
    9. Staszewska, Anna, 2007. "Representing uncertainty about response paths: The use of heuristic optimisation methods," Computational Statistics & Data Analysis, Elsevier, vol. 52(1), pages 121-132, September.
    10. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    11. Timothy Cogley & Thomas J. Sargent, 2005. "Drift and Volatilities: Monetary Policies and Outcomes in the Post WWII U.S," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(2), pages 262-302, April.
    12. Kok, Christoffer & Werner, Thomas, 2006. "Bank interest rate pass-through in the euro area: a cross country comparison," Working Paper Series 580, European Central Bank.
    13. Gambacorta, Leonardo, 2008. "How do banks set interest rates?," European Economic Review, Elsevier, vol. 52(5), pages 792-819, July.
    14. Andrews, Donald W K, 1993. "Tests for Parameter Instability and Structural Change with Unknown Change Point," Econometrica, Econometric Society, vol. 61(4), pages 821-856, July.
    15. Mario Forni & Lucrezia Reichlin, 1998. "Let's Get Real: A Factor Analytical Approach to Disaggregated Business Cycle Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(3), pages 453-473.
    16. Jushan Bai & Serena Ng, 2006. "Confidence Intervals for Diffusion Index Forecasts and Inference for Factor-Augmented Regressions," Econometrica, Econometric Society, vol. 74(4), pages 1133-1150, July.
    17. Aristei, David & Gallo, Manuela, 2014. "Interest rate pass-through in the Euro area during the financial crisis: A multivariate regime-switching approach," Journal of Policy Modeling, Elsevier, vol. 36(2), pages 273-295.
    18. Hansen, Bruce E., 2000. "Testing for structural change in conditional models," Journal of Econometrics, Elsevier, vol. 97(1), pages 93-115, July.
    19. Shiller, Robert J, 1979. "The Volatility of Long-Term Interest Rates and Expectations Models of the Term Structure," Journal of Political Economy, University of Chicago Press, vol. 87(6), pages 1190-1219, December.
    20. Anna Sznajderska, 2012. "On the empirical evidence of asymmetry effects in the interest rate pass-through in Poland," NBP Working Papers 114, Narodowy Bank Polski.
    21. Andrews, Donald W K & Ploberger, Werner, 1994. "Optimal Tests When a Nuisance Parameter Is Present Only under the Alternative," Econometrica, Econometric Society, vol. 62(6), pages 1383-1414, November.
    22. Brüggemann, Ralf & Lütkepohl, Helmut, 2000. "Lag selection in subset VAR models with an application to a US monetary system," SFB 373 Discussion Papers 2000,37, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
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    More about this item

    Keywords

    factor models; interest rates; pass-through; markup;
    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
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

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