Stock market volatility risk uncovered, bringing uncertainty to investors' returns.
Realized volatility risk in stock and index returns is significant, showing unpredictability in forecasting errors. A new model, the dually asymmetric realized volatility model, captures the varying volatility, skewness, and kurtosis of returns. This model is advantageous in understanding the S&P 500 index and other stocks and indexes.