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  • 标题:Nowcasting Ukraine's GDP Using a Factor-Augmented VAR (FAVAR) Model
  • 其他标题:National Bank of Ukraine
  • 本地全文:下载
  • 作者:Anton Grui ; Roman Lysenko
  • 期刊名称:Visnyk of the National Bank of Ukraine
  • 电子版ISSN:2414-987X
  • 出版年度:2017
  • 卷号:2017
  • 期号:242
  • 页码:5-14
  • DOI:10.26531/vnbu2017.242.005
  • 出版社:National Bank of Ukraine
  • 摘要:This article presents an approach for nowcasting the current value of Ukraine’s quarterly GDP. The approach uses leading indicators with a different disclosure frequency. We generalize data from a set of explanatory variables into several factors by using principal components analysis and estimate the factor-augmented VAR (FAVAR) model. Our system incorporates new data as they are published throughout a quarter to adjust GDP nowcasts. In addition, we research the influence of separate data releases on the accuracy of forecasts.
  • 关键词:principal components; nowcasting; factor model
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