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Do artificial neural networks provide improved volatility forecasts: Evidence from Asian markets

This paper enters the ongoing volatility forecasting debate by examining the ability of a wide range of Machine Learning methods (ML), and specifically Artificial Neural Network (ANN) models. The ANN models are compared against traditional econometric models for ten Asian markets using daily data fo...

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Detalles Bibliográficos
Autores principales: Sahiner, Mehmet, McMillan, David G., Kambouroudis, Dimos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10185465/
http://dx.doi.org/10.1007/s12197-023-09629-8