Advanced Search
MyIDEAS: Login to save this paper or follow this series

Monetary Policy and Housing Sector Dynamics in a Large-Scale Bayesian Vector Autoregressive Mode

Contents:

Author Info

  • Rangan Gupta

    ()
    (Department of Economics, University of Pretoria)

  • Marius Jurgilas

    ()
    (Financial Stability Directorate, Bank of England)

  • Alan Kabundi

    ()
    (Department of Economics and Econometrics, University of Johannesburg)

  • Stephen M. Miller

    ()
    (Department of Economics, University of Nevada, Las Vegas)

Abstract

Our paper considers this channel whereby monetary policy, a Federal funds rate shock, affects the dynamics of the US housing sector. The analysis uses impulse response functions obtained from a large-scale Bayesian Vector Autoregression (LBVAR) model that incorporates 143 monthly macroeconomic variables over the period of 1986:01 to 2003:12, including 21 variables relating to the housing sector at the national and four census regions. We find at the national level that housing starts, housing permits, and housing sales fall in response to the tightening of monetary policy. Housing sales reacts more quickly and sharply than starts and permits and exhibits more duration. Housing prices show the weakest response to the monetary policy shock. At the regional level, we conclude that the housing sector in the South drives the national data. The responses in the West differ the most from the other regions, especially for the impulse responses of housing starts and permits.

Download Info

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
File URL: http://web.unlv.edu/projects/RePEc/pdf/0919.pdf
File Function: First version, 2008
Download Restriction: no

Bibliographic Info

Paper provided by University of Nevada, Las Vegas , Department of Economics in its series Working Papers with number 0919.

as in new window
Length: 25 pages
Date of creation: Jun 2009
Date of revision:
Handle: RePEc:nlv:wpaper:0919

Contact details of provider:
Phone: (702) 895-3776
Fax: (702) 895-1354
Web page: http://business.unlv.edu/econ/
More information through EDIRC

Related research

Keywords: Monetary policy; Housing sector dynamics; Large-Scale BVAR mode;

Other versions of this item:

Find related papers by JEL classification:

This paper has been announced in the following NEP Reports:

References

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
as in new window
  1. 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.
  2. Gerald Carlino & Robert Defina, 1998. "The Differential Regional Effects Of Monetary Policy," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 572-587, November.
  3. Matteo Iacoviello & Raoul Minetti, 2002. "Financial Liberalisation and the Sensitivity of House Prices to Monetary Policy: Theory and Evidence," Boston College Working Papers in Economics 538, Boston College Department of Economics.
  4. David B. Gordon & Eric M. Leeper, 1993. "The dynamic impacts of monetary policy: an exercise in tentative identification," Working Paper 93-5, Federal Reserve Bank of Atlanta.
  5. Stock, James H & Watson, Mark W, 2002. "Macroeconomic Forecasting Using Diffusion Indexes," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(2), pages 147-62, April.
  6. Gerald A. Carlino & Robert H. DeFina, 1999. "Do states respond differently to changes in monetary policy?," Business Review, Federal Reserve Bank of Philadelphia, issue Jul, pages 17-27.
  7. Sonali Das & Rangan Gupta & Alain Kabundi, 2009. "Could we have predicted the recent downturn in the South African Housing Market?," Working Papers 149, Economic Research Southern Africa.
  8. Thomas Doan & Robert B. Litterman & Christopher A. Sims, 1983. "Forecasting and Conditional Projection Using Realistic Prior Distributions," NBER Working Papers 1202, National Bureau of Economic Research, Inc.
  9. Jonathan McCarthy & Richard W. Peach, 2002. "Monetary policy transmission to residential investment," Economic Policy Review, Federal Reserve Bank of New York, issue May, pages 139-158.
  10. Christopher A. Sims, 1992. "Interpreting the Macroeconomic Time Series Facts: The Effects of Monetary Policy," Cowles Foundation Discussion Papers 1011, Cowles Foundation for Research in Economics, Yale University.
  11. Mark W. Watson & James H. Stock, 2004. "Combination forecasts of output growth in a seven-country data set," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 23(6), pages 405-430.
  12. Matteo Iacoviello, 2002. "House Prices and Business Cycles in Europe: a VAR Analysis," Boston College Working Papers in Economics 540, Boston College Department of Economics.
  13. Karl E. Case & Robert J. Shiller & John M. Quigley, 2001. "Comparing Wealth Effects: The Stock Market Versus the Housing Market," NBER Working Papers 8606, National Bureau of Economic Research, Inc.
  14. Bańbura, Marta & Giannone, Domenico & Reichlin, Lucrezia, 2008. "Large Bayesian VARs," Working Paper Series 0966, European Central Bank.
  15. Ben Bernanke & Mark Gertler, 1999. "Monetary policy and asset price volatility," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 77-128.
  16. Rangan Gupta & Alain Kabundi, 2010. "The effect of monetary policy on house price inflation: A factor augmented vector autoregression (FAVAR) approach," Journal of Economic Studies, Emerald Group Publishing, vol. 37(6), pages 616-626, September.
  17. Rangan Gupta & Marius Jurgilas & Alain Kabundi, 2009. "The Effect Of Monetary Policy On Real House Price Growth In South Africa: A Factor Augmented Vector Autoregression (Favar) Approach," Working Papers 200905, University of Pretoria, Department of Economics.
  18. Clements,Michael & Hendry,David, 1998. "Forecasting Economic Time Series," Cambridge Books, Cambridge University Press, number 9780521632423.
  19. Clements, Michael P. & Hendry, David F., 1998. "Forecasting economic processes," International Journal of Forecasting, Elsevier, vol. 14(1), pages 111-131, March.
  20. Lawrence J. Christiano & Martin Eichenbaum & Charles Evans, 2001. "Nominal rigidities and the dynamic effects of a shock to monetary policy," Working Paper 0107, Federal Reserve Bank of Cleveland.
  21. Matteo Iacoviello & Stefano Neri, 2007. "Housing Market Spillovers: Evidence from an Estimated DSGE Model," Boston College Working Papers in Economics 659, Boston College Department of Economics, revised 23 Oct 2009.
  22. Alan G. Ahearne & John Ammer & Brian M. Doyle & Linda S. Kole & Robert F. Martin, 2005. "Monetary policy and house prices: a cross-country study," International Finance Discussion Papers 841, Board of Governors of the Federal Reserve System (U.S.).
  23. De Mol, Christine & Giannone, Domenico & Reichlin, Lucrezia, 2006. "Forecasting using a large number of predictors: is Bayesian regression a valid alternative to principal components?," Discussion Paper Series 1: Economic Studies 2006,32, Deutsche Bundesbank, Research Centre.
  24. Chris Bloor & Troy Matheson, 2010. "Analysing shock transmission in a data-rich environment: a large BVAR for New Zealand," Empirical Economics, Springer, vol. 39(2), pages 537-558, October.
  25. Iacoviello, Matteo & Minetti, Raoul, 2008. "The credit channel of monetary policy: Evidence from the housing market," Journal of Macroeconomics, Elsevier, vol. 30(1), pages 69-96, March.
  26. Kadiyala, K Rao & Karlsson, Sune, 1997. "Numerical Methods for Estimation and Inference in Bayesian VAR-Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(2), pages 99-132, March-Apr.
  27. 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.
  28. Bradley Ewing & Yongsheng Wang, 2005. "Single housing starts and macroeconomic activity: an application of generalized impulse response analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 12(3), pages 187-190.
  29. James H. Stock & Mark W.Watson, 2003. "Forecasting Output and Inflation: The Role of Asset Prices," Journal of Economic Literature, American Economic Association, vol. 41(3), pages 788-829, September.
  30. Ghent, Andra C. & Owyang, Michael T., 2010. "Is housing the business cycle? Evidence from US cities," Journal of Urban Economics, Elsevier, vol. 67(3), pages 336-351, May.
  31. Falk, Barry L., 1986. "Unanticipated Money Supply Growth and Single-Family Housing Starts in the U.S.: 1964-1983," Staff General Research Papers 11099, Iowa State University, Department of Economics.
  32. Richard K. Green, 1996. "Follow the Leader: How Changes In Residential and Non-Residential Investment Predict Changes in GDP," Wisconsin-Madison CULER working papers 96-05, University of Wisconsin Center for Urban Land Economic Research.
  33. Carlos Vargas-Silva, 2007. "Monetary policy and the U.S. housing market: A VAR analysis imposing sign restrictions," Working Papers 0705, Sam Houston State University, Department of Economics and International Business.
  34. David E. Rapach & Jack K. Strauss, 2007. "Forecasting real housing price growth in the Eighth District states," Regional Economic Development, Federal Reserve Bank of St. Louis, issue Nov, pages 33-42.
  35. Kasai Ndahiriwe & Rangan Gupta, 2008. "Financial Liberalisation and the Effectiveness of Monetary Policy on House Prices in South Africa," Working Papers 200803, University of Pretoria, Department of Economics.
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 in new window

Cited by:
  1. Hideaki Hirata & M. Ayhan Kose & Chris Otrok & Marco TerronesÂ, . "Global House Price Fluctuations: Synchronization and Determinants," Working Paper 164451, Harvard University OpenScholar.
  2. Helmut Lütkepohl, 2014. "Structural Vector Autoregressive Analysis in a Data Rich Environment: A Survey," Discussion Papers of DIW Berlin 1351, DIW Berlin, German Institute for Economic Research.
  3. Cesa-Bianchi, Ambrogio, 2013. "Housing cycles and macroeconomic fluctuations: A global perspective," Journal of International Money and Finance, Elsevier, vol. 37(C), pages 215-238.
  4. Beatrice D. Simo-Kengne & Mehmet Balcilar & Rangan Gupta & Monique Reid & Goodness C. Aye, 2012. "Is The Relationship Between Monetary Policy And House Prices Asymmetric In South Africa? Evidence From A Markov-Switching Vector Autoregressive Model," Working Papers 201222, University of Pretoria, Department of Economics.
  5. Vittorio Peretti & Rangan Gupta & Roula Inglesi-Lotz, 2012. "Do House Prices Impact Consumption and Interest Rate in South Africa? Evidence from a Time-Varying Vector Autoregressive Model," Working Papers 201216, University of Pretoria, Department of Economics.
  6. Goodness C. Aye & Mehmet Balcilar & Rangan Gupta & Charl Jooste & Stephen M. Miller & Zeynel A. Ozdemir, 2012. "Fiscal Policy Shocks and the Dynamics of Asset Prices: The South African Experience," Working Papers 201228, University of Pretoria, Department of Economics.
  7. Hideaki Hirata & M. Ayhan Kose & Christopher Otrok & Marco Terrones, 2013. "Global House Price Fluctuations," IMF Working Papers 13/38, International Monetary Fund.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:nlv:wpaper:0919. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Bill Robinson).

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.