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News Volatility and Portfolio Implications

The article shows how the XGBoost machine learning algorithm can predict next-day volatility jumps based on firm-specific news, leading to improved portfolio performance.

Featured in No. 31 on 3 Jan 2024 ·

Released
28 Oct 2023
First featured
No. 31 · 3 Jan 2024
Published in
Not yet, as far as Semantic Scholar knows
Shares when featured
2
Identifier
SSRN 4677789

Citations and venue from Semantic Scholar (ODC-BY), refreshed weekly. Summary: Quant Letter (CC BY 4.0).

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