Financial Aggregates as Conditioning Information for Australian Output and Inflation
Ellis W. Tallman and Naveen Chandra
Federal Reserve Bank of Atlanta
Working Paper 97-8
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.
JEL classification: E40, E44, E51
Key words: intermediate targets, monetary aggregates, forecasting, vector autoregression
The authors thank Will Roberds and Chuck Whiteman for the RATS program for the prediction tests. They also thank Gordon de Brouwer, Guy Debelle, Glenn Stevens, David Gruen, Phil Lowe, Troy Swann, and Jenny Wilkinson for useful comments on an earlier draft. The views expressed here are those of the authors and not necessarily those of the Federal Reserve Bank of Atlanta or the Federal Reserve System. Any remaining errors are the authors' responsibility.
Please address questions regarding content to Ellis Tallman, Senior Research Economist, Economic Research Department, Reserve Bank of Australia, 65 Martin Place, Sydney, NSW 2000, Australia, (612) 9551-8835, (612) 9551-8833 (fax), TallmanE@rba.gov.au; and Naveen Chandra, Economist, Economic Research Department, Reserve Bank of Australia, 65 Martin Place, Sydney, NSW 2000, Australia, (612) 9551-8827, (612) 9551-8833 (fax), firstname.lastname@example.org.