Quant BuffetRelax, Not Over Thinking

Salient Theory Predicts US Stocks in the Cross Section

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Academic paper

Salience Theory and Risk Anomalies

AuthorsJiaqi Guo; Youwei Li

Institute
  • University of Birmingham
  • University of Hull
  • ?Hull University Business School

Strategy in a nutshell

Trade U.S. stocks (NYSE/AMEX/NASDAQ) using beta and salience theory (ST). Double-sort stocks monthly into quintiles by beta and ST. Go long the low-ST portfolio and short the high-ST portfolio. Portfolios are value-weighted and held for one month.

Economic rationale

Investor attention to salient payoffs drives risk-return patterns. Salience amplifies over- and underpricing, especially during high volatility, with retail attention higher for stocks with pronounced upside or downside salience.

Backtest performance

Annualised return8.18%
Volatility25.57%
Sharpe ratio0.32