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Transmission of International Energy Price Shocks to Australian Stock Market and its Implications for Portfolio Formation

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  • Mohammad Z Hasan

Abstract

This paper studies transmission of international energy price shocks to various sectors in the Australian stock market. We take the multivariate generalized autoregressive conditional heteroscedasticity (MGARCH) approach to modeling volatility and gather evidence that energy price shocks transmit to the price indices of various sectors classified by the global industry classification standard (GICS). We observe statistically significant dynamic movement of volatility in price returns of crude oil, coal and natural gas and different GICS sector indices on the Australian Stock Exchange. Finally, using the observed conditional covariance matrix, we compute optimal weights and hedge ratios for portfolios consisting of stocks from energy and other GICS sectors.

Suggested Citation

  • Mohammad Z Hasan, 2017. "Transmission of International Energy Price Shocks to Australian Stock Market and its Implications for Portfolio Formation," Asian Economic and Financial Review, Asian Economic and Social Society, vol. 7(4), pages 393-412.
  • Handle: RePEc:asi:aeafrj:v:7:y:2017:i:4:p:393-412:id:1564
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    Cited by:

    1. Ayadi, Ahmed & Gana, Marjène & Goutte, Stéphane & Guesmi, Khaled, 2021. "Equity-commodity contagion during four recent crises: Evidence from the USA, Europe and the BRICS," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 376-423.
    2. Muhammad Haseeb & Irwan Shah Zainal Abidin & Qazi Muhammad Adnan Hye & Nira Hariyatie Hartani, 2019. "The Impact of Renewable Energy on Economic Well-Being of Malaysia: Fresh Evidence from Auto Regressive Distributed Lag Bound Testing Approach," International Journal of Energy Economics and Policy, Econjournals, vol. 9(1), pages 269-275.
    3. Ayedi Ahmed & Marjène Gana & Stéphane Goutte & Khaled Guesmi, 2023. "Optimizing Portfolios for the BREXIT: An Equity-Commodity Analysis of US, European and BRICS Markets," Working Papers halshs-04068644, HAL.
    4. Muhammad Salman Shabbir & Mohd Noor Mohd Shariff & Muzaffar Asad & Rabia Salman & Israr Ahmad, 2018. "Time-frequency Relationship between Innovation and Energy Demand in Pakistan: Evidence from Wavelet Coherence Analysis," International Journal of Energy Economics and Policy, Econjournals, vol. 8(5), pages 251-258.
    5. Jahangir S M Rashed & Dural Betul Yuce, 2018. "Crude oil, natural gas, and economic growth: impact and causality analysis in Caspian Sea region," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 54(3), pages 169-184, September.
    6. Tiwari, Aviral Kumar & Abakah, Emmanuel Joel Aikins & Karikari, Nana Kwasi & Hammoudeh, Shawkat, 2022. "Time-varying dependence dynamics between international commodity prices and Australian industry stock returns: a Perspective for portfolio diversification," Energy Economics, Elsevier, vol. 108(C).

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