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Nonlinear relationships amongst the implied volatilities of crude oil and precious metals

Author

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  • Dutta, Anupam
  • Bouri, Elie
  • Roubaud, David
Abstract
Unlike most prior studies, we rely on implied volatility data from the Chicago Board of Options Exchange to investigate the presence of cointegration and nonlinear causality between the global market of crude oil and the markets of precious metal (gold and silver) and gold-miner stocks. We apply nonlinear ARDL bound and symmetric and asymmetric nonlinear Granger causality tests to examine cointegration and short-run “lead-lag” relationships, respectively. For comparison purposes, we also apply the linear ARDL models. The results show that the nonlinear ARDL models successfully capture the long-term linkages between oil and precious metal markets, while the linear ARDL approach mostly fails to do so. Results from the nonlinear Granger causality test suggest a bidirectional and symmetric effect between crude oil and gold markets. Investment and policy implications are discussed.

Suggested Citation

  • Dutta, Anupam & Bouri, Elie & Roubaud, David, 2019. "Nonlinear relationships amongst the implied volatilities of crude oil and precious metals," Resources Policy, Elsevier, vol. 61(C), pages 473-478.
    • Handle: RePEc:eee:jrpoli:v:61:y:2019:i:c:p:473-478
    DOI: 10.1016/j.resourpol.2018.04.009
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    References listed on IDEAS

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    More about this item

    Keywords

    Crude oil volatility; Gold and silver volatility; Gold-miners volatility; NARDL; Nonlinear causality;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets

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