The beta anomaly — negative (positive) alpha on stocks with high (low) beta — arises from beta's positive correlation with idiosyncratic volatility (IVOL). The relation between IVOL and alpha is positive among underpriced stocks but negative and stronger among overpriced stocks (Stambaugh,...