Performance evaluation metric for statistical learning trading strategies

We analyze how the sentiment of financial news can be used to predict stock returns and build profitable trading strategies. Combining the textual analysis of financial news headlines and statistical methods, we build multi-class classification models to predict the stock return. The main contributi...

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Bibliographic Details
Main Authors: Jiawei He, Roman N. Makarov, Jake Tuero, Zilin Wang
Format: Article
Language:English
Published: AIMS Press 2024-12-01
Series:Data Science in Finance and Economics
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/DSFE.2024024
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