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Modeling Credit Aggregates

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  • Maria Teresa VALDERRAMA
  • Sylvia KAUFMANN

Abstract

The purpose of this paper is to model both loans to households and to non-financial corporations as well as their relation to interest rates and demand variables for Austria, Germany, the Netherlands and the United Kingdom. Credit aggregates are modeled using a Markov-switching vector autoregressive model, which allows testing as to whether shocks to the economy have stronger effects during tight credit regimes or economic downturns. The analysis of the above-mentioned countries makes it possible to assess the differences in the amplifying and asymmetric effects of credit aggregates between marketbased and bank-based financial systems.
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  • Maria Teresa VALDERRAMA & Sylvia KAUFMANN, 2010. "Modeling Credit Aggregates," EcoMod2004 330600146, EcoMod.
    • Handle: RePEc:ekd:003306:330600146
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    1. Jean-Bernard Chatelain & Andrea Generale & Ignacio Hernando & Philip Vermeulen & Ulf von Kalckreuth, 2003. "New Findings on Firm Investment and Monetary Policy Transmission in the Euro Area," Post-Print halshs-00119490, HAL.
    2. Christiano, Lawrence J & Eichenbaum, Martin & Evans, Charles, 1996. "The Effects of Monetary Policy Shocks: Evidence from the Flow of Funds," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 16-34, February.
    3. Elsas, Ralf & Krahnen, Jan Pieter, 1998. "Is relationship lending special? Evidence from credit-file data in Germany," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1283-1316, October.
    4. Simon Hall, 2001. "Financial accelerator effects in UK business cycles," Bank of England working papers 150, Bank of England.
    5. Azariadis, Costas & Smith, Bruce, 1998. "Financial Intermediation and Regime Switching in Business Cycles," American Economic Review, American Economic Association, vol. 88(3), pages 516-536, June.
    6. Boissay, Frédéric, 2001. "Credit rationing, output gap, and business cycles," Working Paper Series 87, European Central Bank.
    7. Jean-Bernard Chatelain & Andrea Generale & Ignacio Hernando & Ulf von Kalckreuth & Philip Vermeulen, 2001. "Firm Investment and Monetary Policy Transmission in the Euro Area," Working Papers 0119, Banco de España.
    8. repec:onb:oenbwp:y::i:85:b:1 is not listed on IDEAS
    9. Kakes, Jan, 1998. "Monetary transmission and bank lending in the Netherlands," Research Report 98C30, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
    10. repec:dgr:rugsom:98c30 is not listed on IDEAS
    11. 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.
    12. Chatelain, Jean-Bernard & Generale, Andrea & Hernando, Ignacio & Vermeulen, Philip & Von Kalckreuth, Ulf, 2001. "Firm investment and monetary transmission in the euro area," Working Paper Series 112, European Central Bank.
    13. Sylvia Kaufmann, 2002. "Is there an asymmetric effect of monetary policy over time? A Bayesian analysis using Austrian data," Empirical Economics, Springer, vol. 27(2), pages 277-297.
    14. Kaufmann, Sylvia, 2001. "Asymmetries in bank lending behaviour. Austria during the 1990s," Working Paper Series 97, European Central Bank.
    15. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 27-48, Fall.
    16. Rajan, Raghuram & Zingales, Luigi, 2003. "Banks and Markets: the Changing Character of European Finance," CEPR Discussion Papers 3865, C.E.P.R. Discussion Papers.
    17. L. Wade, 1988. "Review," Public Choice, Springer, vol. 58(1), pages 99-100, July.
    18. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    19. Alessandra Guariglia, 1999. "The Effects of Financial Constraints on Inventory Investment: Evidence from a Panel of UK Firms," Economica, London School of Economics and Political Science, vol. 66(261), pages 43-62, February.
    20. Sylvia Frühwirth‐Schnatter & Sylvia Kaufmann, 2006. "How do changes in monetary policy affect bank lending? An analysis of Austrian bank data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(3), pages 275-305, April.
    21. Robert S. Chirinko & Julie Ann Elston, 1996. "Banking relationships in Germany: empirical results and policy implications," Proceedings 507, Federal Reserve Bank of Chicago.
    22. Bernanke, Ben S & Blinder, Alan S, 1988. "Credit, Money, and Aggregate Demand," American Economic Review, American Economic Association, vol. 78(2), pages 435-439, May.
    23. Bernanke, Ben & Gertler, Mark, 1989. "Agency Costs, Net Worth, and Business Fluctuations," American Economic Review, American Economic Association, vol. 79(1), pages 14-31, March.
    24. Claudio E. V. Borio & Philip Lowe, 2004. "Securing sustainable price stability: should credit come back from the wilderness?," BIS Working Papers 157, Bank for International Settlements.
    25. Nobuhiro Kiyotaki & John Moore, 1997. "Credit Chains," Edinburgh School of Economics Discussion Paper Series 118, Edinburgh School of Economics, University of Edinburgh.
    26. de Haan, Leo & Hinloopen, Jeroen, 2003. "Preference hierarchies for internal finance, bank loans, bond, and share issues: evidence for Dutch firms," Journal of Empirical Finance, Elsevier, vol. 10(5), pages 661-681, December.
    27. anonymous, 2004. "Asset prices and monetary policy," Reserve Bank of New Zealand Bulletin, Reserve Bank of New Zealand, vol. 67, march.
    28. Kashyap, Anil K & Stein, Jeremy C & Wilcox, David W, 1993. "Monetary Policy and Credit Conditions: Evidence from the Composition of External Finance," American Economic Review, American Economic Association, vol. 83(1), pages 78-98, March.
    29. Marianne Sensier & Denise R. Osborn & Nadir Öcal, 2002. "Asymmetric Interest Rate Effects for the UK Real Economy," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(4), pages 315-339, September.
    30. Ees, Hans Van & Garretsen, Harry, 1994. "Liquidity and business investment: Evidence from dutch panel data," Journal of Macroeconomics, Elsevier, vol. 16(4), pages 613-627.
    31. Sylvia Fruehwirth-Schnatter & Sylvia Kaufmann, 2003. "Investigating asymmetries in the bank lending channel. An analysis using Austrian banks’ balance sheet data," Working Papers 85, Oesterreichische Nationalbank (Austrian Central Bank).
    32. Katrin Wesche, 2000. "Is there a Credit Channel in Austria? The Impact of Monetary Policy on Firms' Investment Decisions," Working Papers 41, Oesterreichische Nationalbank (Austrian Central Bank).
    33. Litterman, Robert B, 1986. "Forecasting with Bayesian Vector Autoregressions-Five Years of Experience," Journal of Business & Economic Statistics, American Statistical Association, vol. 4(1), pages 25-38, January.
    34. Angeloni,Ignazio & Kashyap,Anil K. & Mojon,Benoît (ed.), 2003. "Monetary Policy Transmission in the Euro Area," Cambridge Books, Cambridge University Press, number 9780521828642, January.
    35. Harhoff, Dietmar & Korting, Timm, 1998. "Lending relationships in Germany - Empirical evidence from survey data," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1317-1353, October.
    36. Valderrama, Maria Teresa, 2001. "Credit channel and investment behaviour in Austria: a micro-econometric approach," Working Paper Series 108, European Central Bank.
    37. Leo De Haan & Elmer Sterken, 2006. "The impact of monetary policy on the financing behaviour of firms in the Euro area and the UK," The European Journal of Finance, Taylor & Francis Journals, vol. 12(5), pages 401-420.
    38. Philip Vermeulen, 2002. "Business fixed investment: evidence of a financial accelerator in Europe," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(3), pages 213-231, July.
    39. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    40. Hans Ees & Harry Garretsen & Leo Haan & Elmer Sterken, 1998. "Investment and Debt Constraints: Evidence from Dutch Panel Data," Palgrave Macmillan Books, in: Steven Brakman & Hans Ees & Simon K. Kuipers (ed.), Market Behaviour and Macroeconomic Modelling, chapter 6, pages 159-179, Palgrave Macmillan.
    41. Sylvia Fruhwirth-Schnatter, 2004. "Estimating marginal likelihoods for mixture and Markov switching models using bridge sampling techniques," Econometrics Journal, Royal Economic Society, vol. 7(1), pages 143-167, June.
    42. Harhoff, Dietmar & Körting, Timm, 1998. "Lending Relationships in Germany: Empirical Results from Survey Data," CEPR Discussion Papers 1917, C.E.P.R. Discussion Papers.
    43. repec:bla:obuest:v:64:y:2002:i:3:p:217-35 is not listed on IDEAS
    44. repec:bla:obuest:v:64:y:2002:i:4:p:315-39 is not listed on IDEAS
    45. Chib, Siddhartha, 1996. "Calculating posterior distributions and modal estimates in Markov mixture models," Journal of Econometrics, Elsevier, vol. 75(1), pages 79-97, November.
    46. Claudio Borio & William R. White, 2003. "Whither monetary and financial stability : the implications of evolving policy regimes," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 131-211.
    47. Ehrmann, Michael & Backé, Peter, 2003. "Monetary policy transmission in the euro area: any changes after EMU?," Working Paper Series 240, European Central Bank.
    48. Narayana R. Kocherlakota, 2000. "Creating business cycles through credit constraints," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 24(Sum), pages 2-10.
    49. Litterman, Robert, 1986. "Forecasting with Bayesian vector autoregressions -- Five years of experience : Robert B. Litterman, Journal of Business and Economic Statistics 4 (1986) 25-38," International Journal of Forecasting, Elsevier, vol. 2(4), pages 497-498.
    50. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    51. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    52. Houston, Joel F & James, Christopher M, 2001. "Do Relationships Have Limits? Banking Relationships, Financial Constraints, and Investment," The Journal of Business, University of Chicago Press, vol. 74(3), pages 347-374, July.
    53. Scheinkman, Jose A & Weiss, Laurence, 1986. "Borrowing Constraints and Aggregate Economic Activity," Econometrica, Econometric Society, vol. 54(1), pages 23-45, January.
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    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
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers

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