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Linking series generated at different frequencies

✍ Scribed by Namwon Hyung; Clive W.J. Granger


Publisher
John Wiley and Sons
Year
2008
Tongue
English
Weight
161 KB
Volume
27
Category
Article
ISSN
0277-6693

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✦ Synopsis


Abstract

This is a report on our studies of the systematical use of mixed‐frequency datasets. We suggest that the use of high‐frequency data in forecasting economic aggregates can increase the accuracy of forecasts. The best way of using this information is to build a single model that relates the data of all frequencies, for example, an ARMA model with missing observations. As an application of linking series generated at different frequencies, we show that the use of a monthly industrial production index improves the predictability of the quarterly GNP. Copyright © 2008 John Wiley & Sons, Ltd.


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