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A Review of Forecasting Techniques for Large Data Sets

  • Jana Eklund

    ()

    (Bank of England)

  • George Kapetanios

    ()

    (Queen Mary, University of London)

This paper provides a review which focuses on forecasting using statistical/econometric methods designed for dealing with large data sets.

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File URL: http://www.econ.qmul.ac.uk/papers/doc/wp625.pdf
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Paper provided by Queen Mary University of London, School of Economics and Finance in its series Working Papers with number 625.

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Date of creation: Mar 2008
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Handle: RePEc:qmw:qmwecw:wp625
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  1. Kapetanios, George & Labhard, Vincent & Price, Simon, 2008. "Forecasting Using Bayesian and Information-Theoretic Model Averaging: An Application to U.K. Inflation," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 33-41, January.
  2. Bańbura, Marta & Giannone, Domenico & Reichlin, Lucrezia, 2008. "Large Bayesian VARs," Working Paper Series 0966, European Central Bank.
  3. Andrea Carriero & George Kapetanios & Massimiliano Marcellino, 2007. "Forecasting Large Datasets with Reduced Rank Multivariate Models," Working Papers 617, Queen Mary University of London, School of Economics and Finance.
  4. Hans-Martin Krolzig & Ralf Brüggemann, 2003. "Comparison of Model Reduction Methods for VAR Processes," Economics Series Working Papers 2003-W13, University of Oxford, Department of Economics.
  5. Eklund, Jana & Karlsson, Sune, 2005. "Forecast Combination and Model Averaging Using Predictive Measures," CEPR Discussion Papers 5268, C.E.P.R. Discussion Papers.
  6. De Mol, Christine & Giannone, Domenico & Reichlin, Lucrezia, 2006. "Forecasting Using a Large Number of Predictors: Is Bayesian Regression a Valid Alternative to Principal Components?," CEPR Discussion Papers 5829, C.E.P.R. Discussion Papers.
  7. George Kapetanios & Vincent Labhard & Simon Price, 2006. "Forecasting Using Predictive Likelihood Model Averaging," Working Papers 567, Queen Mary University of London, School of Economics and Finance.
  8. George Kapetanios & Massimiliano Marcellino, 2003. "A Comparison of Estimation Methods for Dynamic Factor Models of Large Dimensions," Working Papers 489, Queen Mary University of London, School of Economics and Finance.
  9. Hendry, David F., 1995. "Dynamic Econometrics," OUP Catalogue, Oxford University Press, number 9780198283164, March.
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