The Use and Abuse of "real-time" Data in Economic Forecasting

The Use and Abuse of

Author: Evan F. Koenig

Publisher:

Published: 2000

Total Pages: 44

ISBN-13:

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We distinguish between three different ways of using real-time data to estimate forecasting equations and argue that the most frequently used approach should generally be avoided. The point is illustrated with a model that uses monthly observations of industrial production, employment, and retail sales to predict real GDP growth. When the model is estimated using our preferred method, its out-of-sample forecasting performance is clearly superior to that obtained using conventional estimation, and compares favorably with that of the Blue-Chip consensus.