VAR Forecasting Models of the Australian Economy: A Preliminary Analysis
AbstractVector autoregressions (VARs) have been proposed as good forecasting models of macroeconomic variables. This paper presents three naive VAR models of the Australian economy estimated on quarterly data for fifteen variables to 1985(4). Their performance in âforecastingâ the calendar and financial year outcomes for 1986â87 (on an ex-ante basis) is compared with that of three sets of private sector forecasts, the 1986â87 Budget forecasts and the actual outcomes from the same period. In general, the VAR forecasts perform at least as well or better than comparable private sector forecasts. Each VAR model is estimated using a different method for allowing for trends in the data. The detrending procedure is an important determinant of the quality of forecasts, with the best forecasts produced by the two models which employ detrending processes appropriate for data which follow a random walk.
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Bibliographic InfoArticle provided by Wiley Blackwell in its journal Australian Economic Papers.
Volume (Year): 27 (1988)
Issue (Month): 0 (Supplement, June)
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Web page: http://www.blackwellpublishing.com/journal.asp?ref=0004-900X
Other versions of this item:
- Robert G. Trevor & Susan J. Thorp, 1988. "VAR Forecasting Models of the Australian Economy: A Preliminary Analysis," RBA Research Discussion Papers rdp8802, Reserve Bank of Australia.
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- Meredith Beechey & P�R �Sterholm, 2008. "A Bayesian Vector Autoregressive Model with Informative Steady-state Priors for the Australian Economy," The Economic Record, The Economic Society of Australia, vol. 84(267), pages 449-465, December.
- Kim, Jae H., 1999. "Asymptotic and bootstrap prediction regions for vector autoregression," International Journal of Forecasting, Elsevier, vol. 15(4), pages 393-403, October.
- Peter C.B. Phillips, 1995. "Automated Forecasts of Asia-Pacific Economic Activity," Cowles Foundation Discussion Papers 1103, Cowles Foundation for Research in Economics, Yale University.
- Peter M. Summers, 1999. "Macroeconomic Forecasting at the Melbourne Institute," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 32(2), pages 197-205.
- Ellis W. Tallman & Naveen Chandra, 1996.
"The information content of financial aggregates in Australia,"
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- Ellis W. Tallman & Naveen Chandra, 1996. "The Information Content of Financial Aggregates in Australia," RBA Research Discussion Papers rdp9606, Reserve Bank of Australia.
- Dungey, Mardi & Pagan, Adrian, 2000. "A Structural VAR Model of the Australian Economy," The Economic Record, The Economic Society of Australia, vol. 76(235), pages 321-42, December.
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