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Assessing the forecasting performance of a macroeconomic model

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  • Hukkinen, Juhana
  • Virén, Matti

Abstract

This paper contains a description of a small quarterly forecasting model for the Finnish economy.We evaluate the forecasting properties of the model by means of stochastic simulation involving both the endogenous and exogenous variables of the model.The simulations allow us to identify and quantify the main sources of forecasting uncertainty.We are also able to assess the linearity of the model.Forecasting performance is also analyzed in a conventional way by means of dynamic simulation.The important issue in these simulations is the stability of the model: how simulated values depend on the estimation period and the ordering of time periods.

Suggested Citation

  • Hukkinen, Juhana & Virén, Matti, 1996. "Assessing the forecasting performance of a macroeconomic model," Bank of Finland Research Discussion Papers 23/1996, Bank of Finland.
    • Handle: RePEc:zbw:bofrdp:rdp1996_023
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    References listed on IDEAS

    as
    1. Fair, Ray C & Taylor, John B, 1983. "Solution and Maximum Likelihood Estimation of Dynamic Nonlinear Rational Expectations Models," Econometrica, Econometric Society, vol. 51(4), pages 1169-1185, July.
    2. Pagan, Adrian, 1989. "On the role of simulation in the statistical evaluation of econometric models," Journal of Econometrics, Elsevier, vol. 40(1), pages 125-139, January.
    3. Fisher, Paul G. & Wallis, Kenneth F., 1990. "The historical tracking performance of UK macroeconometric models 1978-1985," Economic Modelling, Elsevier, vol. 7(2), pages 179-197, April.
    4. Hatanaka, Michio, 1978. "On the efficient estimation methods for the macro-economic models nonlinear in variables," Journal of Econometrics, Elsevier, vol. 8(3), pages 323-356, December.
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