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War Discourse and the Cross Section of Expected Stock Returns

Hirshleifer, David - ; Pukthuanthong, Kuntara - ; Mai, Dat - ;

A war-related factor model derived from textual analysis of media news reports explains the cross section of expected stock returns. Using a semisupervised topic model to extract discourse topics from 7,000,000 New York Times stories spanning 160 years, the war factor predicts the cross section of returns across test assets derived from both traditional and machine learning construction techniques, and spanning 138 anomalies. Our findings are consistent with assets that are good hedges for war risk receiving lower risk premia, or with assets that are more positively sensitive to war prospects being more overvalued. The return premium on the war factor is incremental to standard effects.


Ketersediaan

Call NumberLocationAvailable
TJF8006PSB lt.2 - Karya Akhir (Majalah)1
PenerbitUnited States: American Finance Association 2025
EdisiVol. 80 Issue 6, Dec 2025
Subjekexpected stock returns
Media news reports
War risk
ISBN/ISSN1540-6261
KlasifikasiNONE
Deskripsi Fisik49 p.
Info Detail SpesifikThe Journal of Finance
Other Version/RelatedTidak tersedia versi lain
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