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High-carbon screening out: A DCC-MIDAS-climate policy risk method

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  • Ding, Hao
  • Ji, Qiang
  • Ma, Rufei
  • Zhai, Pengxiang

Abstract

This paper modifies the traditional DCC-MIDAS model by incorporating the climate policy risk to examine its effect on the correlations between high- and low-carbon assets. Our results show that the climate policy risk has a negative effect on the long-term correlations between high- and low-carbon assets, although the extent of this effect varies across different asset categories. The results of portfolio performance analyses also show that when the climate policy risk is high, the effectiveness of low-carbon assets as a hedge of carbon-intensive assets decreases, while the performance of carbon-intensive portfolios diversified by low-carbon assets improves.

Suggested Citation

  • Ding, Hao & Ji, Qiang & Ma, Rufei & Zhai, Pengxiang, 2022. "High-carbon screening out: A DCC-MIDAS-climate policy risk method," Finance Research Letters, Elsevier, vol. 47(PA).
    • Handle: RePEc:eee:finlet:v:47:y:2022:i:pa:s1544612322001167
    DOI: 10.1016/j.frl.2022.102818
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    1. Robert F Engle & Stefano Giglio & Bryan Kelly & Heebum Lee & Johannes Stroebel, 2020. "Hedging Climate Change News," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1184-1216.
    2. Ströbel, Johannes & Wurgler, Jeffrey, 2021. "What do you think about climate finance?," CEPR Discussion Papers 16622, C.E.P.R. Discussion Papers.
    3. Bihong Huang & Maria Teresa Punzi & Yu Wu, 2021. "Do Banks Price Environmental Transition Risks? Evidence from a Quasi-Natural Experiment in a Chinese Province," IMF Working Papers 2021/228, International Monetary Fund.
    4. Ma, Rufei & Sun, Bianxia & Zhai, Pengxiang & Jin, Yi, 2021. "Hedging stock market risks: Can gold really beat bonds?," Finance Research Letters, Elsevier, vol. 42(C).
    5. Bolton, Patrick & Kacperczyk, Marcin, 2021. "Do investors care about carbon risk?," Journal of Financial Economics, Elsevier, vol. 142(2), pages 517-549.
    6. Darwin Choi & Zhenyu Gao & Wenxi Jiang, 2020. "Attention to Global Warming," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1112-1145.
    7. Becker, Martin G. & Martin, Fabio & Walter, Andreas, 2022. "The power of ESG transparency: The effect of the new SFDR sustainability labels on mutual funds and individual investors," Finance Research Letters, Elsevier, vol. 47(PB).
    8. Xu Gong & Boqiang Lin, 2021. "Effects of structural changes on the prediction of downside volatility in futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 41(7), pages 1124-1153, July.
    9. Nguyen, Thi Thu Ha & Naeem, Muhammad Abubakr & Balli, Faruk & Balli, Hatice Ozer & Vo, Xuan Vinh, 2021. "Time-frequency comovement among green bonds, stocks, commodities, clean energy, and conventional bonds," Finance Research Letters, Elsevier, vol. 40(C).
    10. Huang, Bihong & Punzi, Maria Teresa & Wu, Yu, 2021. "Do banks price environmental transition risks? Evidence from a quasi-natural experiment in China," Journal of Corporate Finance, Elsevier, vol. 69(C).
    11. Gong, Xu & Liu, Yun & Wang, Xiong, 2021. "Dynamic volatility spillovers across oil and natural gas futures markets based on a time-varying spillover method," International Review of Financial Analysis, Elsevier, vol. 76(C).
    12. Charles T. Howard & Louis J. D'Antonio, 1994. "The cost of hedging and the optimal hedge ratio," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 14(2), pages 237-258, April.
    13. Liu, Peizhi & Qiao, Haishu, 2021. "How does China's decarbonization policy influence the value of carbon-intensive firms?," Finance Research Letters, Elsevier, vol. 43(C).
    14. Kroner, Kenneth F & Ng, Victor K, 1998. "Modeling Asymmetric Comovements of Asset Returns," The Review of Financial Studies, Society for Financial Studies, vol. 11(4), pages 817-844.
    15. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    16. Colacito, Riccardo & Engle, Robert F. & Ghysels, Eric, 2011. "A component model for dynamic correlations," Journal of Econometrics, Elsevier, vol. 164(1), pages 45-59, September.
    17. Yan, Huahong & Li, Xiaoyan & Huang, Ying & Li, Yuanhao, 2020. "The impact of the consistency of carbon performance and carbon information disclosure on enterprise value," Finance Research Letters, Elsevier, vol. 37(C).
    18. Yang, Yuying & Ma, Yan-Ran & Hu, Min & Zhang, Dayong & Ji, Qiang, 2021. "Extreme risk spillover between chinese and global crude oil futures," Finance Research Letters, Elsevier, vol. 40(C).
    19. Conrad, Christian & Loch, Karin & Rittler, Daniel, 2014. "On the macroeconomic determinants of long-term volatilities and correlations in U.S. stock and crude oil markets," Journal of Empirical Finance, Elsevier, vol. 29(C), pages 26-40.
    20. Gong, Xu & Lin, Boqiang, 2017. "Forecasting the good and bad uncertainties of crude oil prices using a HAR framework," Energy Economics, Elsevier, vol. 67(C), pages 315-327.
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