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Export Price Volatility in Australia: An Application of ARCH and GARCH Models

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Abstract

Australia has one of the more volatile set of export prices among OECD countries. This paper examines the extent to which Australia's export prices relate to the world prices using quarterly time-series data spanning the period 1969q4-2002q3. The empirical results based on dynamic least squares method show that Australia's export prices are cointegrated with the global export prices. A short-term dynamic ARCH-in Mean model, which captures the time varying nature of price volatility, has been used to explain the growth rate of Australia's export prices. It is found that (a) changes in Australia's export prices are highly associated with systematic changes in world export prices; (b) the diversification of Australia's export base has contributed to a significant reduction in the volatility of export prices during the study period; and (c) the time varying volatility has not undermined, in a significant manner, the growth rate of Australia's export prices.

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  • Valadkhani, Abbas & Layton, Allan P. & Karunaratne, Neil D., 2005. "Export Price Volatility in Australia: An Application of ARCH and GARCH Models," Economics Working Papers wp05-11, School of Economics, University of Wollongong, NSW, Australia.
  • Handle: RePEc:uow:depec1:wp05-11
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    File URL: http://www.uow.edu.au/content/groups/public/@web/@commerce/@econ/documents/doc/uow012194.pdf
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    1. repec:bla:ecorec:v:72:y:1996:i:219:p:345-58 is not listed on IDEAS
    2. Christopher Kent, 1997. "The Response of the Current Account to Terms of Trade Shocks: A Panel-data Study," RBA Research Discussion Papers rdp9705, Reserve Bank of Australia.
    3. Harvie, Charles & van Hoa, Tran, 1993. "Long-term relationships of major macro-variables in a resource-related economic model of Australia : A cointegration analysis," Energy Economics, Elsevier, vol. 15(4), pages 257-261, October.
    4. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    5. repec:bla:ecorec:v:70:y:1994:i:209:p:204-19 is not listed on IDEAS
    6. Martin Lettau & Sydney Ludvigson, 2001. "Consumption, Aggregate Wealth, and Expected Stock Returns," Journal of Finance, American Finance Association, vol. 56(3), pages 815-849, June.
    7. S. Mahdavi, 2000. "Do German, Japanese, and U.S. export prices asymmetrically respond to exchange rate changes? Evidence from aggregate data," Contemporary Economic Policy, Western Economic Association International, vol. 18(1), pages 70-81, January.
    8. David Gruen & Tro Kortian, 1996. "Why Does the Australian Dollar Move so Closely with the Terms of Trade?," RBA Research Discussion Papers rdp9601, Reserve Bank of Australia.
    9. Paul Cashin & C. McDermott, 2002. "Terms of Trade Shocks and the Current Account: Evidence from Five Industrial Countries," Open Economies Review, Springer, vol. 13(3), pages 219-235, July.
    10. David W. R. Gruen & Jenny Wilkinson, 1994. "Australia's Real Exchange Rate–Is it Explained by the Terms of Trade or by Real Interest Differentials?," The Economic Record, The Economic Society of Australia, vol. 70(209), pages 204-219, June.
    11. David Gruen & Jacqueline Dwyer, 1996. "Are Terms of Trade Rises Inflationary?," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 29(2), pages 211-224, April.
    12. Lance A. Fisher, 1996. "Sources of Exchange Rate and Price Level Fluctuations in Two Commodity Exporting Countries: Australia and New Zealand," The Economic Record, The Economic Society of Australia, vol. 72(219), pages 345-358, December.
    13. Chen, Lein Lein & Devereux, John, 1994. "Import prices, export prices and the current account : An asymmetry," Economics Letters, Elsevier, vol. 44(4), pages 415-420, April.
    14. Harvie, Charles & Van Hoa, Tran, 1994. "Terms of trade shocks and macroeconomic adjustment in a resource exporting economy : The case of Australia," Resources Policy, Elsevier, vol. 20(2), pages 101-112, June.
    15. Doug McTaggart & Colin Rogers, 1990. "Monetary Policy and the Terms of Trade: A Case for Monetary Base Control in Australia?," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 23(2), pages 38-49, June.
    16. Engle, Robert F & Lilien, David M & Robins, Russell P, 1987. "Estimating Time Varying Risk Premia in the Term Structure: The Arch-M Model," Econometrica, Econometric Society, vol. 55(2), pages 391-407, March.
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    Cited by:

    1. Stefan Mann & Benoit Freyens & Huong Dinh, 2017. "Crises and structural change in Australian agriculture," Review of Social Economy, Taylor & Francis Journals, vol. 75(1), pages 76-87, January.

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