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The Effect Of Monetary Policy On Real House Price Growth In South Africa: A Factor Augmented Vector Autoregression (Favar) Approach

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Author Info
Rangan Gupta () (Department of Economics, University of Pretoria)
Marius Jurgilas () (Financial Stability Directorate, Bank of England)
Alain Kabundi () (Department of Economics and Econometrics, University of Johannesburg)

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Abstract

This paper assesses the impact of monetary policy on real house price growth in South Africa using a factor-augmented vector autoregression (FAVAR), estimated based on a large data set comprising of 246 quarterly series over the period 1980:01 to 2006:04. The results based on the impulse response functions indicate that, in general, house price inflation responds negatively to monetary policy shock, but the responses are heterogeneous across the middle-, luxury- and affordable-segments of the housing market. The luxury-, large-middle- and medium-middle-segments are found to respond much more than the small-middle- and the affordable-segments of the housing market. More importantly, we find no evidence of the home price puzzle, observed previously by other studies that analyzed house prices using small-scale models. We put this down to the benefit gained from using a large information set.

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Publisher Info
Paper provided by University of Pretoria, Department of Economics in its series Working Papers with number 200905.

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Length: 11 pages
Date of creation: Jan 2009
Date of revision:
Handle: RePEc:pre:wpaper:200905

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Related research
Keywords: Monetary Policy; Real House Price Growth; FAVAR;

Other versions of this item:

Find related papers by JEL classification:
C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions
E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
R2 - Urban, Rural, and Regional Economics - - Household Analysis

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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.:
  1. Rangan Gupta & Alain Kabundi, 2009. "The Effect Of Monetary Policy On House Price Inflation: A Factor Augmented Vector Autoregression (Favar) Approach," Working Papers 200903, University of Pretoria, Department of Economics.
  2. Matteo Iacoviello & Stefano Neri, 2008. "Housing market spillovers: Evidence from an estimated DSGE model," Temi di discussione (Economic working papers) 659, Bank of Italy, Economic Research Department. [Downloadable!]
    Other versions:
  3. 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. [Downloadable!] (restricted)
  4. Sims, Christopher A., 1992. "Interpreting the macroeconomic time series facts : The effects of monetary policy," European Economic Review, Elsevier, vol. 36(5), pages 975-1000, June. [Downloadable!] (restricted)
    Other versions:
  5. Ben Bernanke & Mark Gertler, 1999. "Monetary policy and asset price volatility," Proceedings, Federal Reserve Bank of Kansas City, pages 77-128. [Downloadable!]
    Other versions:
  6. Ben S. Bernanke & Mark Gertler, 1995. "Inside the Black Box: The Credit Channel of Monetary Policy Transmission," NBER Working Papers 5146, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  7. repec:bep:macadv:v:5:y:2005:i:1:p:1235-1235 is not listed on IDEAS
    Other versions:
  8. Carlos Vargas-Silva, 2008. "The effect of monetary policy on housing: a factor-augmented vector autoregression (FAVAR) approach," Applied Economics Letters, Taylor and Francis Journals, vol. 15(10), pages 749-752. [Downloadable!] (restricted)
  9. Vargas-Silva, Carlos, 2008. "Monetary policy and the US housing market: A VAR analysis imposing sign restrictions," Journal of Macroeconomics, Elsevier, vol. 30(3), pages 977-990, September. [Downloadable!] (restricted)
    Other versions:
  10. Mario Forni & Marc Hallin & Marco Lippi & Lucrezia Reichlin, 2000. "The Generalized Dynamic-Factor Model: Identification And Estimation," The Review of Economics and Statistics, MIT Press, vol. 82(4), pages 540-554, November. [Downloadable!] (restricted)
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  11. 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. [Downloadable!]
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