论文标题

衡量和管理投资组合中的碳风险

Measuring and Managing Carbon Risk in Investment Portfolios

论文作者

Roncalli, Théo, Guenedal, Théo Le, Lepetit, Frédéric, Roncalli, Thierry, Sekine, Takaya

论文摘要

本文研究了碳风险对股票定价的影响。为了解决这个问题,我们考虑了Görgen\ textsl {等}(2019)的开创性方法,他提出了通过其碳β估算股票的碳财务风险。为了实现这一目标,主要任务是开发一个类似于Fama和French(1992)的棕色微绿(或BMG)风险因素。其次,我们必须使用多因素模型估算碳β。虽然Görgen\ textsl {等}(2019)认为碳β是恒定的,但我们提出了一个随时间变化的估计模型来评估碳风险的动力学。此外,我们测试了BMG因素的几个规格,以了解股市的价格在哪些与气候变化有关的方面。在本文的第二部分中,我们关注投资组合的碳风险管理。首先,我们分析碳风险如何影响最小方差组合的构建。由于该投资组合的目标是减少投资的未回报财务风险,将碳风险纳入这种方法可以实现这一目标。其次,我们提出了一个新的框架,用于建立增强的指数投资组合,其暴露于碳风险的框架比大写加权股票指数较低。最后,我们探讨了碳敏感性如何改善因素投资组合的鲁棒性。

This article studies the impact of carbon risk on stock pricing. To address this, we consider the seminal approach of Görgen \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 Görgen \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.

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