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The choice of a foreign price measure in a Bayesian estimated new-Keynesian model for Israel

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  • Argov, Eyal

Abstract

We estimate a small DSGE model by full information Bayesian techniques on the basis of Israeli data from 1995 to 2006. The model was first developed and estimated by means of classical GMM in Argov and Elkayam (2010), and since then it has been used at the Bank of Israel for monetary policy analysis. It is widely believed that in 2007 (out of sample year) as elsewhere worldwide, inflation rose in Israel due to high commodity prices in global markets. However, our baseline model attributes most of the high inflation in 2007 to supply shocks. One conjecture is that this model's result derives from the inappropriate original use of the unit value of imported consumer goods (which do not include unprocessed food and energy) as the main foreign price measure. We test this conjecture by re-estimating the model with various other foreign price measures that typically do reflect the global rise in commodity prices and compare the log-marginal likelihoods. We find that no other price measure outperforms the original choice in the sample period. Only the foreign trade-weighted CPI equals the performance of the original choice while improving the 2007 interpretation of inflation, and should therefore be considered the main foreign price measure. The proposed methodology for comparing the suitability of alternative measures for observable variables can be applied to any model with exogenous variables that are characterized by univariate equations.

Suggested Citation

  • Argov, Eyal, 2012. "The choice of a foreign price measure in a Bayesian estimated new-Keynesian model for Israel," Economic Modelling, Elsevier, vol. 29(2), pages 408-420.
  • Handle: RePEc:eee:ecmode:v:29:y:2012:i:2:p:408-420
    DOI: 10.1016/j.econmod.2011.11.011
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    References listed on IDEAS

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    1. Svensson, Lars E. O., 2000. "Open-economy inflation targeting," Journal of International Economics, Elsevier, vol. 50(1), pages 155-183, February.
    2. Jesper Lindé & Marianne Nessén & Ulf Söderström, 2009. "Monetary policy in an estimated open-economy model with imperfect pass-through," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 14(4), pages 301-333.
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    4. Adolfson, Malin, 2007. "Incomplete exchange rate pass-through and simple monetary policy rules," Journal of International Money and Finance, Elsevier, vol. 26(3), pages 468-494, April.
    5. Warne, Anders & Coenen, Günter & Christoffel, Kai, 2008. "The new area-wide model of the euro area: a micro-founded open-economy model for forecasting and policy analysis," Working Paper Series 944, European Central Bank.
    6. Adolfson, Malin & Laséen, Stefan & Lindé, Jesper & Villani, Mattias, 2008. "Evaluating an estimated new Keynesian small open economy model," Journal of Economic Dynamics and Control, Elsevier, vol. 32(8), pages 2690-2721, August.
    7. Adolfson, Malin & Laseen, Stefan & Linde, Jesper & Villani, Mattias, 2007. "Bayesian estimation of an open economy DSGE model with incomplete pass-through," Journal of International Economics, Elsevier, vol. 72(2), pages 481-511, July.
    8. Stephen Murchison & Andrew Rennison, 2006. "ToTEM: The Bank of Canada's New Quarterly Projection Model," Technical Reports 97, Bank of Canada.
    9. Julio J. Rotemberg, 1982. "Monopolistic Price Adjustment and Aggregate Output," Review of Economic Studies, Oxford University Press, vol. 49(4), pages 517-531.
    10. Eyal Argov & David Rose & Philippe D Karam & Natan P. Epstein & Douglas Laxton, 2007. "Endogenous Monetary Policy Credibility in a Small Macro Model of Israel," IMF Working Papers 07/207, International Monetary Fund.
    11. Argov, Eyal & Binyamini, Alon & Elkayam, David & Rozenshtrom, Irit, 2007. "A Small Macroeconomic Model to Support Inflation Targeting in Israel," MPRA Paper 4784, University Library of Munich, Germany.
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    Cited by:

    1. Benchimol, Jonathan, 2016. "Money and monetary policy in Israel during the last decade," Journal of Policy Modeling, Elsevier, vol. 38(1), pages 103-124.

    More about this item

    Keywords

    DSGE modeling; Bayesian estimation; Inflation; Open economy; Data selection; Israel;

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation
    • E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications

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