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Measuring and Managing Carbon Risk in Investment Portfolios

Author

Listed:
  • Th'eo Roncalli
  • Th'eo Le Guenedal
  • Fr'ed'eric Lepetit
  • Thierry Roncalli
  • Takaya Sekine

Abstract

This article studies the impact of carbon risk on stock pricing. To address this, we consider the seminal approach of G\"orgen \textsl{et al.} (2019), who proposed estimating the carbon financial risk of equities by their carbon beta. To achieve this, the primary task is to develop a brown-minus-green (or BMG) risk factor, similar to Fama and French (1992). Secondly, we must estimate the carbon beta using a multi-factor model. While G\"orgen \textsl{et al.} (2019) considered that the carbon beta is constant, we propose a time-varying estimation model to assess the dynamics of the carbon risk. Moreover, we test several specifications of the BMG factor to understand which climate change-related dimensions are priced in by the stock market. In the second part of the article, we focus on the carbon risk management of investment portfolios. First, we analyze how carbon risk impacts the construction of a minimum variance portfolio. As the goal of this portfolio is to reduce unrewarded financial risks of an investment, incorporating the carbon risk into this approach fulfils this objective. Second, we propose a new framework for building enhanced index portfolios with a lower exposure to carbon risk than capitalization-weighted stock indices. Finally, we explore how carbon sensitivities can improve the robustness of factor investing portfolios.

Suggested Citation

  • Th'eo Roncalli & Th'eo Le Guenedal & Fr'ed'eric Lepetit & Thierry Roncalli & Takaya Sekine, 2020. "Measuring and Managing Carbon Risk in Investment Portfolios," Papers 2008.13198, arXiv.org.
  • Handle: RePEc:arx:papers:2008.13198
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    References listed on IDEAS

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    Cited by:

    1. Mario Bajo & Emilio Rodríguez, 2022. "Integrating the carbon footprint into the construction of corporate bond portfolios," Working Papers 2226, Banco de España.
    2. Siddhartha P. Chakrabarty & Suryadeepto Nag, 2023. "Risk measures and portfolio analysis in the paradigm of climate finance: a review," SN Business & Economics, Springer, vol. 3(3), pages 1-22, March.
    3. Sankar, Namasi G. & Nag, Suryadeepto & Chakrabarty, Siddhartha P. & Basu, Sankarshan, 2024. "The carbon premium: Correlation or causality? Evidence from S&P 500 companies," Energy Economics, Elsevier, vol. 134(C).

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