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Effectively training neural networks for stock index prediction: Predicting the S&P 500 index without using its index data

We propose a novel method for training neural networks to predict the future prices of stock indexes. Unlike previous works, we do not use target stock index data for training neural networks for index prediction. Instead, we use only the data of individual companies to obtain sufficient amount of d...

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Detalles Bibliográficos
Autores principales: Lee, Jinho, Kang, Jaewoo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7147736/
https://www.ncbi.nlm.nih.gov/pubmed/32275721
http://dx.doi.org/10.1371/journal.pone.0230635