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How Important are Oil and Money Shocks in Explaining Housing Market Fluctuations in an Oil-exporting Country?: Evidence from Iran

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  • Khiabani, Nasser

Abstract

This paper analyzes the effects of oil price and monetary shocks on the Iranian housing market in a Bayesian SVAR framework. The prior information for the contemporaneous identification of the SVAR model is derived from standard economic theory. To deal with uncertainty in the identification schemes, I calculate posterior model probabilities for the SVAR model identified by a different set of over-identification restrictions. In order to draw accurate inferences regarding the effectiveness of the shocks in an over-identified Bayesian SVAR, a Bayesian Monte Carlo integration method is applied. The findings indicate that oil price shocks explain a substantial portion of housing market fluctuations. Housing prices increase in response to a positive credit shock, but only with a noticeably smaller magnitude when compared with the response to a positive oil price shock.

Suggested Citation

  • Khiabani, Nasser, 2010. "How Important are Oil and Money Shocks in Explaining Housing Market Fluctuations in an Oil-exporting Country?: Evidence from Iran," MPRA Paper 34041, University Library of Munich, Germany, revised 01 Mar 2011.
    • Handle: RePEc:pra:mprapa:34041
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    File URL: https://mpra.ub.uni-muenchen.de/34041/1/MPRA_paper_34041.pdf
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    References listed on IDEAS

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    Cited by:

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    More about this item

    Keywords

    Housing market fluctuations; Oil price shocks; Credit shocks; Bayesian Structural VAR; Bayesian model averaging (BMA); Bayesian Monte Carlo integration method;
    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
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy

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