Natural Disaster Risk and Firm Performance: Text Mining and Machine Learning Approach
Advanced #machinelearning models were found to be more effective than #linearregression in predicting firm performance under...
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10 août 2023
Implications of Investor-Focused ESG Reporting … and Misreporting
A model is developed wherein firms offer #esg and #financialreports to investors, influencing stock prices and management incentives....
12 sept. 2022
The Effects of the Financial Crisis and Basel III on Banks’ Risk Disclosure: A Textual Analysis
"Our findings, based on LDA topic modeling and term frequency, indicate that already at the time of the crisis Israeli banks had shifted...
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