Forecasting Australian Economic Activity Using Leading Indicators
AbstractThis paper examines the contribution leading indicators can make to forecasting measures of real activity in Australia. In a policy context, we are interested in forecasting the levels or growth of policy relevant variables throughout the cycle. We are less interested in forecasting turning points in the cycle or in forecasting coincident indices, which are subjectively defined overall measures of economic activity. This gives us a different focus to much of the recent work done in this area. We use a simple forecasting framework (bivariate VARs) to compare the Westpac-Melbourne Institute (WM), NATSTAT and ABS leading indices’ predictive performance for real GDP, employment and unemployment in Australia. Within sample we find all three indices help predict all of the activity variables, although with varying leads. Out of sample evidence, however, is weaker. Within our framework, we only find evidence in favour of the WM index when used to forecast GDP. Otherwise, the indices do not make any substantive contribution to forecast quality. To gauge the usefulness of the simple bivariate VAR models, we compare the out of sample forecasts of GDP, using the WM index, to those from a single equation structural model due to Gruen and Shuetrim (1994). Over a forecasting sample of relatively stable growth, the WM index model performs quite well relative to the Gruen and Shuetrim model. Over a longer forecasting sample period, one which includes the downturn in the early 1990s, there is some evidence that the WM index model performs relatively poorly.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by Reserve Bank of Australia in its series RBA Research Discussion Papers with number rdp2000-02.
Date of creation: Apr 2000
Date of revision:
Find related papers by JEL classification:
- E37 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Forecasting and Simulation: Models and Applications
This paper has been announced in the following NEP Reports:
You can help add them by filling out this form.
CitEc Project, subscribe to its RSS feed for this item.
- David E. Bloom & David Canning & Günther Fink & Jocelyn E. Finlay, 2007.
"Does Age Structure Forecast Economic Growth?,"
NBER Working Papers
13221, National Bureau of Economic Research, Inc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Paula Drew).
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If references are entirely missing, you can add them using this form.
If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.
Please note that corrections may take a couple of weeks to filter through the various RePEc services.