Forecast Combinations

Research, Preprint OPEN
Aiolfi, Marco; Capistrán, Carlos; Timmermann, Allan;
(2010)
  • Publisher: Ciudad de México: Banco de México
  • Subject: C53 | E | Non-linear Forecasts | Survey Forecasts | Prognoseverfahren | Wirtschaftsprognose | Univariate Forecasts | Factor Based Forecasts, Non-linear Forecasts, Structural Breaks, Survey Forecasts, Univariate Forecasts. | Faktorenanalyse | Factor Based Forecasts | Structural Breaks | Modellierung
    • jel: jel:C53 | jel:E
      ddc: ddc:330
    acm: ComputingMilieux_GENERAL | ComputerApplications_MISCELLANEOUS
    arxiv: Physics::Atmospheric and Oceanic Physics

We consider combinations of subjective survey forecasts and model-based forecasts from linear and non-linear univariate specifications as well as multivariate factor-augmented models. Empirical results suggest that a simple equal-weighted average of survey forecasts out... View more
  • References (30)
    30 references, page 1 of 3

    [2] Ang, A., G. Bekaert, and M Wei, 2007, Do Macro Variables, Asset Markets or Surveys Forecast In‡ation Better? Journal of Monetary Economics, 54, 1163-1212.

    [3] Artis, M., A. Banerjee and M. Marcellino, 2005, Factor Forecasts for the U.K. Journal of Forecasting, 24, 279-298.

    [4] Bai, J. and S. Ng, 2002, Determining the Number of Factors in Approximate Factor Models. Econometrica 70, 191-221.

    [5] Bates, J.M. and C.W.J. Granger, 1969, The Combination of Forecasts. Operations Research Quarterly 20, 451-468.

    [6] Bovin, J., and S. Ng, 2006, Are More Data Always Better for Factor Analysis? Journal of Econometrics, 132, 169-194.

    [7] Capistrán, C., and A. Timmermann, 2009, Forecast Combination with Entry and Exit of Experts. Journal of Business and Economic Statistics, 27(4), 428-440.

    [8] Chong, Y.Y, and D.F. Hendry, 1986, Econometric Evaluation of Linear macro-economic Models. Review of Economic Studies, 53, 671-690.

    [9] Clemen, R.T., 1989, Combining Forecasts: A Review and Annotated Bibliography. International Journal of Forecasting, 5, 559-581.

    [10] Clements, M.P. and D. I. Harvey, 2010, Forecast Encompassing Tests and Probability Forecasts. Forthcoming in Journal of Applied Econometrics.

    [11] Clements, M.P. and D.F. Hendry, 1998, Forecasting Economic Time Series. Cambridge University Press.

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