Empirical Analysis of ESG-Integrated Markowitz Portfolio Construction and Rotation Strategies

This paper explores the issue of incorporating environmental, social and governance (ESG) factors into modern portfolio theory (MPT) and discusses the calculation and significance of the ESG efficiency frontier. Using the A-share data of China's CSI 300 Index and the ESG rating change data of the corresponding targets from 2009 to 2023, this paper constructs a quarterly rotation investment strategy based on ESG ratings and optimizes it by changing the ESG preference parameters, risk aversion coefficient and training interval span. The final results show that the portfolio can be effectively optimized after considering the ESG efficient frontier, the long-term performance of the strategy is improved, and different optimal ESG preferences are found at different risk levels.

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Published
2024-12-13
DOI
https://doi.org/10.1145/3724154.3724323
Primary Topic
Financial Markets and Investment Strategies
Type
article
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article

Empirical Analysis of ESG-Integrated Markowitz Portfolio Construction and Rotation Strategies

Yubo He
Financial Markets and Investment Strategies
article

Empirical Analysis of ESG-Integrated Markowitz Portfolio Construction and Rotation Strategies

Yubo He
article en

Abstract

This paper explores the issue of incorporating environmental, social and governance (ESG) factors into modern portfolio theory (MPT) and discusses the calculation and significance of the ESG efficiency frontier. Using the A-share data of China's CSI 300 Index and the ESG rating change data of the corresponding targets from 2009 to 2023, this paper constructs a quarterly rotation investment strategy based on ESG ratings and optimizes it by changing the ESG preference parameters, risk aversion coefficient and training interval span. The final results show that the portfolio can be effectively optimized after considering the ESG efficient frontier, the long-term performance of the strategy is improved, and different optimal ESG preferences are found at different risk levels.

Chongqing University of Posts and Telecommunications (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 62%
Financial Markets and Investment Strategies
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