Volatility permeates modern financial theories and decision making processes. As such, accurate measures and good … forecasts of future volatility are critical for the implementation and evaluation of asset pricing theories. In response to this …, a voluminous literature has emerged for modeling the temporal dependencies in financial market volatility at the daily …

We show that volatility movements have first-order implications for consumption dynamics and asset prices. Volatility … news affects the stochastic discount factor and carries a separate risk premium. In the data, volatility risks are … aggregate wealth and the cross-sectional differences in risk premia. Estimation of our volatility risks based model yields an …

forecasting of daily and lower frequency volatility and return distributions. Most procedures for modeling and forecasting … ARCH or stochastic volatility models, which often perform poorly at intraday frequencies. Use of realized volatility … variation, we formally develop the links between the conditional covariancematrix and the concept of realized volatility. Next …

financial markets such as the size of the equity premium and the volatility of the stock market. In one model, the long run … significance levels, and they can track quite closely a new measure of realized annual volatility. Further scrutiny using a rich …

intraday data and nonparametric volatility measures, along with a new jump detection technique and appropriate conditional … alleviate microstructure frictions for realized volatility estimation. Size and power of the procedure are explored through …

We exploit direct model-free measures of daily equity return volatility and correlation obtained from high …, solidify and extend existing characterizations of stock return volatility and correlation. We find that the unconditional … portfolio diversification when the market is most volatile. Our findings are broadly consistent with a latent volatility fact or …

Recent empirical evidence suggests that the long-run dependence in financial market volatility is best characterized by … a slowly mean-reverting fractionally integrated process. At the same time, much shorter-lived volatility dependencies …-of-distributions hypothesis interpretation of the latent volatility process in rationalizing this behavior. By interpreting the overall volatility …

In this paper we show that measures of economic uncertainty (conditional volatility of consumption) predict and are …

prices, including the equity premia, risk-free rate and volatility puzzles …