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Financial Aggregates as Conditioning Information for Australian Output and Inflation

Financial Aggregates as Conditioning Information for Australian Output and Inflation
Author: Ellis William Tallman
Publisher:
Total Pages: 52
Release: 1997
Genre: Australia
ISBN:

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This paper examines whether financial aggregates provide information useful for predicting real output growth and inflation, extending the inquiry conducted in Tallman and Chandra (1996). First, we investigate whether perfect knowledge of the future values of financial aggregates helps improve significantly the forecasting accuracy of output and inflation in a simple vector autoregression framework. The results display only one notable improvement to the forecasts with the addition of perfect information on the financial aggregates future information on credit growth helps improve the prediction accuracy of real output growth. The improvement is most noticeable during the early 1990s recession. Second, we test whether the financial aggregates are important explanators within single-equation models that are more rigorously fitted to the data. We find only one instance in which an aggregate helps explain the variation in either real output growth or inflation that is, the growth in credit helps explain the growth in real output in a particular specification of the output model. This finding, though, is sensitive to the choice of foreign output proxy. In sum, we conclude that while credit may have some useful information in times of financial restructuring it is unlikely that there is information in financial aggregates that is exploitable systematically for predicting either real output growth or inflation.


The Information Content of Financial Aggregates in Australia

The Information Content of Financial Aggregates in Australia
Author: Ellis William Tallman
Publisher:
Total Pages: 56
Release: 1996
Genre: Australia
ISBN:

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This paper examines the information provided by financial aggregates as predictors of real output and inflation. We employ vector autoregression (VAR) techniques to summarise the information in the data, providing evidence on the incremental forecasting value of financial aggregates in a range of forecasting systems for these variables. The in-sample results suggest significant predictive power in only a small number of cases. We then test the forecast performance of the VAR systems for two years out-of-sample in order to mimic more closely the real-time forecasting problem faced by policymakers. Overall, both in-sample and out-of-sample results suggest no robust finding of exploitable information for forecasting purposes in any of the financial aggregates under examination. There is some evidence that the aggregates yield improved forecasts late in the sample period, but there is insufficient subsequent data to draw robust conclusions from this.


Economic Papers

Economic Papers
Author:
Publisher:
Total Pages: 456
Release: 1998
Genre: Australia
ISBN:

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Bulletin

Bulletin
Author:
Publisher:
Total Pages: 700
Release: 1998
Genre: Australia
ISBN:

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Economic Review

Economic Review
Author: Federal Reserve Bank of Atlanta
Publisher:
Total Pages: 288
Release: 1997
Genre: Banks and banking
ISBN:

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The Fed in Print

The Fed in Print
Author:
Publisher:
Total Pages: 76
Release: 1997
Genre: Business
ISBN:

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