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Predicting crude oil prices: Replication of the empirical results in “What do we learn from the price of crude oil?”*

* This paper is a replication of an original study

Author

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  • Anton Pak

Abstract

In addition to their theoretical analysis of the joint determination of oil futures prices and oil spot prices, Alquist and Kilian (Journal of Applied Econometrics, 2010, 25(4), 539–573) compare the out‐of‐sample accuracy of the random walk forecast with that of forecasts based on oil futures prices and other predictors. The results of my replication exercise are very similar to the original forecast accuracy results, but the relative accuracy of the random walk forecast and the futures‐based forecast changes when the sample is extended to August 2016, consistent with the results of several other recent studies by Kilian and co‐authors.

Suggested Citation

  • Anton Pak, 2018. "Predicting crude oil prices: Replication of the empirical results in “What do we learn from the price of crude oil?”," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 33(1), pages 160-163, January.
    • Handle: RePEc:wly:japmet:v:33:y:2018:i:1:p:160-163
    DOI: 10.1002/jae.2584
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    Citations

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    Cited by:

    1. Valenti, Daniele & Manera, Matteo & Sbuelz, Alessandro, 2020. "Interpreting the oil risk premium: Do oil price shocks matter?," Energy Economics, Elsevier, vol. 91(C).
    2. Knut Are Aastveit & Jamie L. Cross & Herman K. van Dijk, 2023. "Quantifying Time-Varying Forecast Uncertainty and Risk for the Real Price of Oil," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 41(2), pages 523-537, April.
    3. Michail Filippidis & George Filis & Georgios Magkonis, 2024. "Evaluating Oil Price Forecasts: A Meta-analysis," The Energy Journal, , vol. 45(2), pages 71-89, March.
    4. Marek Kwas & Michał Rubaszek, 2021. "Forecasting Commodity Prices: Looking for a Benchmark," Forecasting, MDPI, vol. 3(2), pages 1-13, June.
    5. Etienne, Xiaoli L. & Farhangdoost, Sara & Hoffman, Linwood A. & Adam, Brian D., 2023. "Forecasting the U.S. season-average farm price of corn: Derivation of an alternative futures-based forecasting model," Journal of Commodity Markets, Elsevier, vol. 30(C).

    Replication

    This item is a replication of:
  • Ron Alquist & Lutz Kilian, 2010. "What do we learn from the price of crude oil futures?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(4), pages 539-573.

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