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Specifying a Bayesian vector autoregression for short-run macroeconomic forecasting with an application to Finland

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  • Starck, Christian

Abstract

The aim of this paper is to specify a small econometric model capable of generating adjustment-free, short-run forecasts of key macroeconomic variables on a monthly basis. The aim is carried out using the vector autoregression approach in conjunction with a Bayesian specification procedure. The Bayesian approach to forecasting is reviewed and applied using Finnish data from the 1980s. The out-of-sample forecasting performance of the model is found to be satisfactory.

Suggested Citation

  • Starck, Christian, 1991. "Specifying a Bayesian vector autoregression for short-run macroeconomic forecasting with an application to Finland," Bank of Finland Research Discussion Papers 4/1991, Bank of Finland.
    • Handle: RePEc:zbw:bofrdp:rdp1991_004
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    References listed on IDEAS

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    1. Zellner, Arnold, 1985. "Bayesian Econometrics," Econometrica, Econometric Society, vol. 53(2), pages 253-269, March.
    2. Thomas F. Cargill & Steven A. Morus, 1988. "A vector autoregression model of the Nevada economy," Economic Review, Federal Reserve Bank of San Francisco, issue Win, pages 21-32.
    3. Robert B. Litterman, 1984. "Forecasting and policy analysis with Bayesian vector autoregression models," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 8(Fall).
    4. McNees, Stephen K, 1986. "Forecasting Accuracy of Alternative Techniques: A Comparison of U.S. Macroeconomic Forecasts," Journal of Business & Economic Statistics, American Statistical Association, vol. 4(1), pages 5-15, January.
    5. Victor Zarnowitz, 1986. "The Record and Improvability of Economic Forecasting," NBER Working Papers 2099, National Bureau of Economic Research, Inc.
    6. Leamer, Edward E, 1972. "A Class of Informative Priors and Distributed Lag Analysis," Econometrica, Econometric Society, vol. 40(6), pages 1059-1081, November.
    7. Fair, Ray C & Shiller, Robert J, 1990. "Comparing Information in Forecasts from Econometric Models," American Economic Review, American Economic Association, vol. 80(3), pages 375-389, June.
    8. Litterman, Robert B, 1986. "Forecasting with Bayesian Vector Autoregressions-Five Years of Experience," Journal of Business & Economic Statistics, American Statistical Association, vol. 4(1), pages 25-38, January.
    9. Trevor, R G & Thorp, S J, 1988. "VAR Forecasting Models of the Australian Economy: A Preliminary Analysis," Australian Economic Papers, Wiley Blackwell, vol. 27(0), pages 108-120, Supplemen.
    10. Robert B. Litterman, 1984. "Above-average national growth in 1985 and 1986," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 8(Fall).
    11. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    12. Hans Genberg & Michael K. Salemi, 1987. "The Effects of Foreign Shocks on Prices of Swiss Goods and Credit: An Analysis Based on VAR Method," Annals of Economics and Statistics, GENES, issue 6-7, pages 101-124.
    13. repec:adr:anecst:y:1987:i:6-7:p:05 is not listed on IDEAS
    14. Stephen K. McNees, 1990. "Man vs. model? The role of judgment in forecasting," New England Economic Review, Federal Reserve Bank of Boston, issue Jul, pages 41-52.
    15. repec:zbw:bofrdp:1991_002 is not listed on IDEAS
    16. Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
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