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  • 标题:A look into the factor model black box: publication lags and the role of hard and soft data in forecasting GDP
  • 本地全文:下载
  • 作者:Marta Bańbura ; Gerhard Rünstler
  • 期刊名称:Euro Area Balance of Payments and International Investment Position Statistics
  • 印刷版ISSN:1830-3420
  • 电子版ISSN:1830-3439
  • 出版年度:2007
  • 卷号:1
  • 出版社:European Central Bank
  • 摘要:We derive forecast weights and uncertainty measures for assessing the role of individual series in a dynamic factor model (DFM) to forecast euro area GDP from monthly indicators. The use of the Kalman filter allows us to deal with publication lags when calculating the above measures. We find that surveys and financial data contain important information beyond the monthly real activity measures for the GDP forecasts. However, this is discovered only, if their more timely publication is properly taken into account. Differences in publication lags play a very important role and should be considered in forecast evaluation.
  • 关键词:dynamic factor models; forecasting; filter weights
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