Macroeconomic Forecasting in the Era of Big Data

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This book surveys big data tools used in macroeconomic forecasting and addresses related econometric issues, including how to capture dynamic relationships among variables; how to select parsimonious models; how to deal with model uncertainty, instability, non-stationarity, and mixed frequency data; and how to evaluate forecasts, among others. Each chapter is self-contained with references, and pr...

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This book surveys big data tools used in macroeconomic forecasting and addresses related econometric issues, including how to capture dynamic relationships among variables; how to select parsimonious models; how to deal with model uncertainty, instability, non-stationarity, and mixed frequency data; and how to evaluate forecasts, among others. Each chapter is self-contained with references, and pr...

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  • Formats: pdf
  • ISBN: 9783030311506
  • Publication Date: 28 Nov 2019
  • Publisher: Springer International Publishing
  • Product language: English
  • Drm Setting: DRM