High frequency volatility forecasting and risk assessment using neural networks-based heteroscedasticity model

High frequency volatility forecasting is essential for timely risk management and informed decision-making in dynamic financial markets. However, accurate forecasting is challenging due to the rapid nature of market movements and the complexity of underlying economic factors. This paper introduces a...

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Bibliographic Details
Main Author: Aryan, Bhambu (author)
Other Authors: Bera, Koushik (author), Natarajan, Selvaraju (author), Suganthan, Ponnuthurai Nagaratnam (author)
Format: article
Published: 2025
Subjects:
Online Access:http://dx.doi.org/10.1016/j.engappai.2025.110397
https://www.sciencedirect.com/science/article/pii/S0952197625003975
http://hdl.handle.net/10576/64848
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