A semiparametric approach to short-term oil price forecasting

Authors
Citation
C. Morana, A semiparametric approach to short-term oil price forecasting, ENERG ECON, 23(3), 2001, pp. 325-338
Citations number
17
Categorie Soggetti
Economics
Journal title
ENERGY ECONOMICS
ISSN journal
01409883 → ACNP
Volume
23
Issue
3
Year of publication
2001
Pages
325 - 338
Database
ISI
SICI code
0140-9883(200105)23:3<325:ASATSO>2.0.ZU;2-T
Abstract
In this paper it is shown how the GARCH properties of oil price changes can be employed to forecast the oil price distribution over short-term horizon s. The forecasting methodology is semiparametric and it is based on the boo tstrap approach. The results of an out-of-sample forecasting exercise, carr ied out using the Brent oil price series, suggest that the forecasting appr oach can be used to obtain a performance measure for the forward price, in addition to compute interval forecasts for the oil price. (C) 2001 Elsevier Science B.V. All rights reserved.