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Climate risk and Chinese stock volatility forecasting : evidence from ESG index

Wang, Jiqian; Li, Liang - In: Finance research letters 55 (2023) 1, pp. 1-5

Persistent link: https://www.econbiz.de/10014473275

Tail risk early warning system for capital markets based on machine learning algorithms

Zhang, Zongxin; Chen, Ying - In: Computational economics 60 (2022) 3, pp. 901-923

Persistent link: https://www.econbiz.de/10013380850

Machine learning technique to compute climate risk in finance

Ferrara, Massimiliano; Ciano, Tiziana; Capriotti, Alessio; … - 2024

Persistent link: https://www.econbiz.de/10015328859

The marginal impact of predicted climate risk scenarios on portfolio credit risk stress testing

Campino, Jonas de Oliveira - In: Journal of risk management in financial institutions 16 (2022/2023) 2, pp. 124-137

Persistent link: https://www.econbiz.de/10014286639

China's ESG scorecard : a predictive machine learning model

David, Lemuel Kenneth; Wang, Jianling; Angel, Vanessa; … - In: Corporate social responsibility and environmental management 31 (2024) 4, pp. 3468-3486

Persistent link: https://www.econbiz.de/10014631981

Corporate governance performance ratings with machine learning

Svanberg, Jan; Ardeshiri, Tohid; Samsten, Isak; Öhman, … - In: Intelligent systems in accounting, finance & management 29 (2022) 1, pp. 50-68

Persistent link: https://www.econbiz.de/10013274247

Prediction of controversies and estimation of ESG performance : an experimental investigation using machine learning

Svanberg, Jan; Ardeshiri, Tohid; Samsten, Isak; Öhman, … - In: Handbook of Big Data and Analytics in Accounting and …, (pp. 65-87). 2023

Persistent link: https://www.econbiz.de/10013555539

A machine learning approach to predict bankruptcy in Chinese companies with ESG integration

Mehwish Kaleem; Hashim Jusoh; Raza, Hassan; Misbah Sadiq; … - In: Pakistan journal of commerce and social sciences 18 (2024) 2, pp. 335-357

In this scholarly investigation, we meticulously assess the effectiveness of Environmental, Social, and Governance (ESG) metrics in predicting financial hardship across a cohort of 3,111 publicly traded companies on the Chinese stock exchange from 2012-2022. This study employs Python software...

Persistent link: https://www.econbiz.de/10014634902

The effects of overconfident yield forecasting on cross-coverage level crop insurance demand

Michaud, Clayton P. - In: Agricultural finance review 82 (2022) 4, pp. 657-674

Persistent link: https://www.econbiz.de/10013428895

Implementation of deep learning models in predicting ESG index volatility

Bhandari, Hum Nath; Nawa Raj Pokhrel; Rimal, Ramchandra; … - In: Financial innovation : FIN 10 (2024), pp. 1-24

The consideration of environmental, social, and governance (ESG) aspects has become an integral part of investment decisions for individual and institutional investors. Most recently, corporate leaders recognized the core value of the ESG framework in fulfilling their environmental and social...

Persistent link: https://www.econbiz.de/10015372523