Forecasting Australian Unemployment Rates using Spectral Analysis
Univariate spectral analysis is used to model seasonally unadjusted quarterly unemployment rate data for Australia, 1978(2) to 2002(3). Data are tested for three categories: persons, males and females. Dynamic out-of-sample forecasts are made for 8 quarters using spectral analysis models evaluated against ARIMA model counterparts. It is found that the spectral analysis models achieve higher levels of forecasting accuracy than ARIMA counterparts, including turning point forecast accuracy. These results emerge in spite of weaker in-sample explanatory power of the spectral models against the ARIMA models. It is concluded the results suggest that the spectral model is ultimately better attuned to the various cyclical forces of the past unfolding into the future.
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Volume (Year): 7 (2004)
Issue (Month): 4 (December)
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- Tom Valentine, 1993. "The Sources of Unemployment: A Simple Econometric Analysis," Working Paper Series 32, Finance Discipline Group, UTS Business School, University of Technology, Sydney.
- Guy Debelle & James Vickery, 1998. "The Macroeconomics of Australian Unemployment," RBA Annual Conference Volume, in: Guy Debelle & Jeff Borland (ed.), Unemployment and the Australian Labour Market Reserve Bank of Australia.
- Daniel Levy, 2002.
"Cointegration in Frequency Domain,"
0209, Department of Economics, Emory University (Atlanta).
- Gary Burtless, 2002.
"Can Supply-Side policies Reduce unemployment? Lessons from North America,"
Australian Journal of Labour Economics (AJLE),
Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 5(2), pages 115-142, June.
- Gary Burtless, 2002. "Can Supply-Side Policies Reduce Unemployment? Lessons from North America," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 35(1), pages 3-28.
- Gary Burtless, 2001. "Can Supply-Side Policies Reduce Unemployment? Lessons from North America," CEPR Discussion Papers 440, Centre for Economic Policy Research, Research School of Economics, Australian National University.
- van Dijk, Dick & Franses, Philip Hans & Paap, Richard, 2002. "A nonlinear long memory model, with an application to US unemployment," Journal of Econometrics, Elsevier, vol. 110(2), pages 135-165, October.
- Olivier Jean Blanchard, 1991.
"Wage Bargaining and Unemployment Persistence,"
NBER Working Papers
3664, National Bureau of Economic Research, Inc.
- Randal Verbrugge Randal Verbrugge, 1997. "Investigating Cyclical Asymmetries," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 2(1), pages 1-10, April.
- Perry, L.J. & Wilson, P.J., 2001.
"The Accord and Strikes: An International Perspective,"
Economics Working Papers
wp01-03, School of Economics, University of Wollongong, NSW, Australia.
- L.J. Perry & Patrick J. Wilson, 2000. "The Accord and strikes: an International perspective," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 4(4), pages 232-247, December.
- Engle, Robert F, 1974.
"Band Spectrum Regression,"
International Economic Review,
Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 15(1), pages 1-11, February.
- Harvey, Andrew C, 1978. "Linear Regression in the Frequency Domain," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 19(2), pages 507-12, June.
- Im, Eric Iksoon & Cauley, Jon & Sandler, Todd, 1987. "Cycles and Substitutions in Terrorist Activities: A Spectral Approach," Kyklos, Wiley Blackwell, vol. 40(2), pages 238-55.
- Layard, Richard & Nickell, Stephen & Jackman, Richard, 2005.
"Unemployment: Macroeconomic Performance and the Labour Market,"
Oxford University Press, number 9780199279173, March.
- Layard, Richard & Nickell, Stephen & Jackman, Richard, 1991. "Unemployment: Macroeconomic Performance and the Labour Market," OUP Catalogue, Oxford University Press, number 9780198284345, March.
- Skalin, Joakim & Teräsvirta, Timo, 1998.
"Modelling asymmetries and moving equilibria in unemployment rates,"
SSE/EFI Working Paper Series in Economics and Finance
262, Stockholm School of Economics, revised 05 Oct 1998.
- Skalin, Joakim & Ter svirta, Timo, 2002. "Modeling Asymmetries And Moving Equilibria In Unemployment Rates," Macroeconomic Dynamics, Cambridge University Press, vol. 6(02), pages 202-241, April.
- Philip Rothman, .
"Forecasting Asymmetric Unemployment Rates,"
9618, East Carolina University, Department of Economics.
- Jeff Borland, 1997. "Unemployment in Australia-Prospects and Policies: An Overview," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 30(4), pages 391-404.
- Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-38, July.
- Tom Valentine, 1993. "The Sources Of Unemployment: A Simple Econometric Analysis," Economic Papers, The Economic Society of Australia, vol. 12(4), pages 1-20, December.
- Granger, Clive W J, 1996. "Can We Improve the Perceived Quality of Economic Forecasts?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(5), pages 455-73, Sept.-Oct.
- Bodman, Philip M, 1998. "Asymmetry and Duration Dependence in Australian GDP and Unemployment," The Economic Record, The Economic Society of Australia, vol. 74(227), pages 399-411, December.
- Max Stevenson & Maurice Peat, 2000. "Forecasting Australian Unemployment Rates," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 4(1), pages 41-55, March.
- Neftci, Salih N, 1984. "Are Economic Time Series Asymmetric over the Business Cycle?," Journal of Political Economy, University of Chicago Press, vol. 92(2), pages 307-28, April.
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