slope of option implied volatility smile. This implies a negative predictive relation between the slope of implied … volatility smile and stock return, which is strongly supported by the empirical evidence. For over 4,000 stocks ranked by slope … for stock characteristics like size, book-to-market, leverage, volatility, skewness, and volume. Furthermore, the results …