shocks using methods from the news shocks literature, the analysis finds that innovations in realized stock market volatility … economy. Moreover, investors have historically paid large premia to hedge shocks to realized but not implied volatility. A … model in which fundamental shocks are skewed left can match those facts. Aggregate volatility matters, but it is the …