Prediction of stock price direction using the LASSO-LSTM model combines technical indicators and financial sentiment analysis

Correctly predicting the stock price movement direction is of immense importance in the financial market. In recent years, with the expansion of dimension and volume in data, the nonstationary and nonlinear characters in finance data make it difficult to predict stock movement accurately. In this ar...

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Bibliographic Details
Main Authors: Junwen Yang, Yunmin Wang, Xiang Li
Format: Article
Language:English
Published: PeerJ Inc. 2022-11-01
Series:PeerJ Computer Science
Subjects:
Online Access:https://peerj.com/articles/cs-1148.pdf