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A dynamic quantile regression model for the relationship between oil price and stock markets in oil-importing and oil-exporting countries

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  • Mokni, Khaled

Abstract

This paper investigates the relationship between oil price and stock markets in the major oil-exporting (Russia, Norway, Canada) and oil-importing (USA, China, Japan) countries. We apply a time-varying asymmetric quantile regression (TV-AQR) model that conducts to provide a more comprehensive picture of the oil-stock market nexus by accounting for the time-varying propriety and the asymmetric effect of oil price on the stock returns under different market conditions. Using weekly data from January 2000 to October 2018, our results reveal that the reaction of the stock markets to crude oil price is time-varying and highly heterogeneous across conditional stock returns’ distribution. Moreover, the relationship between oil and stock markets is asymmetrical and the stock markets respond to negative oil price changes more intensively than to positive changes. We also find that the two considered markets are highly dependent during the financial crisis. These results carry crucial implications for investors as well as for policymakers regarding investment strategies and decision making.

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  • Mokni, Khaled, 2020. "A dynamic quantile regression model for the relationship between oil price and stock markets in oil-importing and oil-exporting countries," Energy, Elsevier, vol. 213(C).
    • Handle: RePEc:eee:energy:v:213:y:2020:i:c:s0360544220317473
    DOI: 10.1016/j.energy.2020.118639
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    More about this item

    Keywords

    Oil price; Stock markets; Quantile regression; Time-varying;
    All these keywords.

    JEL classification:

    • C5 - Mathematical and Quantitative Methods - - Econometric Modeling
    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General

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