Modelling and Forecasting Oil Prices: The Role of Asymmetric Cycles
We propose a new time series model aimed at forecasting crude oil prices. The proposed specification is an unobserved components model with an asymmetric cyclical component. The asymmetric cycle is defined as a sine-cosine wave where the frequency of the cycle depends on past oil price observations. We show that oil price forecasts improve significantly when this asymmetry is explicitly modelled.
|Date of creation:|
|Date of revision:|
|Contact details of provider:|| Postal: |
Web page: http://www.uibk.ac.at/fakultaeten/volkswirtschaft_und_statistik/index.html.en
More information through EDIRC
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Deaton, A. & Laroque, G., 1989.
"On The Behavior Of Commodity Prices,"
145, Princeton, Woodrow Wilson School - Public and International Affairs.
- Reinhart, Carmen & Wickham, Peter, 1994.
"Commodity Prices: Cyclical Weakness or Secular Decline?,"
8173, University Library of Munich, Germany.
- Carmen M. Reinhart & Peter Wickham, 1994. "Commodity Prices: Cyclical Weakness or Secular Decline?," IMF Staff Papers, Palgrave Macmillan, vol. 41(2), pages 175-213, June.
- Peter Wickham & Carmen Reinhart, 1994. "Commodity Prices; Cyclical Weakness or Secular Decline?," IMF Working Papers 94/7, International Monetary Fund.
- Reinhart, Carmen & Wickham, Peter, 1994. "Non-oil commodity prices: Cyclical weakness or secular decline?," MPRA Paper 13871, University Library of Munich, Germany.
- Rebeca Jimenez-Rodriguez & Marcelo Sanchez, 2005.
"Oil price shocks and real GDP growth: empirical evidence for some OECD countries,"
Taylor & Francis Journals, vol. 37(2), pages 201-228.
- Jiménez-Rodríguez, Rebeca & Sánchez, Marcelo, 2004. "Oil price shocks and real GDP growth: empirical evidence for some OECD countries," Working Paper Series 0362, European Central Bank.
- Diebold, Francis X & Mariano, Roberto S, 2002.
"Comparing Predictive Accuracy,"
Journal of Business & Economic Statistics,
American Statistical Association, vol. 20(1), pages 134-44, January.
- Cunado, J. & Perez de Gracia, F., 2005.
"Oil prices, economic activity and inflation: evidence for some Asian countries,"
The Quarterly Review of Economics and Finance,
Elsevier, vol. 45(1), pages 65-83, February.
- Juncal Cunado & Fernando Pérez de Gracia, 2004. "Oil Prices, Economic Activity and Inflation: Evidence for Some Asian Countries," Faculty Working Papers 06/04, School of Economics and Business Administration, University of Navarra.
- Knut Anton Mork & Oystein Olsen & Hans Terje Mysen, 1994. "Macroeconomic Responses to Oil Price Increases and Decreases in Seven OECD Countries," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 19-36.
When requesting a correction, please mention this item's handle: RePEc:inn:wpaper:2007-22. See general information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Janette Walde)
If references are entirely missing, you can add them using this form.