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ESG Volatility Prediction Using GARCH and LSTM Models

This study aims to predict the ESG (environmental, social, and governance) return volatility based on ESG index data from 26 October 2017 and 31 March 2023 in the case of India. In this study, we utilized GARCH (Generalized Autoregressive Conditional Heteroskedasticity) and LSTM (Long Short-Term Mem...

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Autori principali: Mishra Akshay Kumar, Kumar Rahul, Bal Debi Prasad
Natura: Artigo
Lingua:Inglês
Pubblicazione: University of Information Technology and Management in Rzeszów 2023-12-01
Serie:Financial Internet Quarterly
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Accesso online:https://doi.org/10.2478/fiqf-2023-0029
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