Arbeitspapier

Real-time analysis of oil price risks using forecast scenarios

Recently, there has been increased interest in real-time forecasts of the real price of crude oil. Standard oil price forecasts based on reduced-form regressions or based on oil futures prices do not allow consumers of forecasts to explore how much the forecast would change relative to the baseline forecast under alternative scenarios about future oil demand and oil supply conditions. Such scenario analysis is of central importance for end-users of oil price forecasts interested in evaluating the risks underlying these forecasts. We show how policy-relevant forecast scenarios can be constructed from recently proposed structural vector autoregressive models of the global oil market and how changes in the probability weights attached to these scenarios affect the upside and downside risks embodied in the baseline real-time oil price forecast. Such risk analysis helps forecast users understand what assumptions are driving the forecast. An application to real-time data for December 2010 illustrates the use of these tools in conjunction with reduced-form vector autoregressive forecasts of the real price of oil, the superior realtime forecast accuracy of which has recently been established.

Sprache
Englisch

Erschienen in
Series: Bank of Canada Working Paper ; No. 2012-1

Klassifikation
Wirtschaft
Energy and the Macroeconomy
Forecasting Models; Simulation Methods
Business Fluctuations; Cycles
Thema
Econometric and statistical methods
International topics
Ölpreis
Prognose
Prognoseverfahren
VAR-Modell

Ereignis
Geistige Schöpfung
(wer)
Baumeister, Christiane
Kilian, Lutz
Ereignis
Veröffentlichung
(wer)
Bank of Canada
(wo)
Ottawa
(wann)
2012

DOI
doi:10.34989/swp-2012-1
Handle
Letzte Aktualisierung
10.03.2025, 11:41 MEZ

Datenpartner

Dieses Objekt wird bereitgestellt von:
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.

Objekttyp

  • Arbeitspapier

Beteiligte

  • Baumeister, Christiane
  • Kilian, Lutz
  • Bank of Canada

Entstanden

  • 2012

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