On predicting ESG ratings using dynamic company networks

On predicting ESG ratings using dynamic company networks

Environmental, social and governance (ESG) considerations play an increasingly important role due to the growing focus on sustainability globally. Entities, such as banks and investors, utilize ESG ratings of companies issued by specialized rating agencies to evaluate ESG risks of companies. The pro...

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Bibliographic Details
Main Authors: ANG, Gary, GUO, Zhiling, LIM, Ee-peng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
Subjects:
Sustainability
ESG
dynamic networks
knowledge graphs
machine learning
econometric
panel models
Databases and Information Systems
Environmental Sciences
Online Access:https://ink.library.smu.edu.sg/sis_research/8024
https://ink.library.smu.edu.sg/context/sis_research/article/9027/viewcontent/3607874_pvoa_cc_by.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/8024
https://ink.library.smu.edu.sg/context/sis_research/article/9027/viewcontent/3607874_pvoa_cc_by.pdf

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