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 … and forecasting. Building on the theory of continuous-time arbitrage-free price processes and the theory of quadratic …

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 …

-shifts of heterogeneous durations affect the volatility of dividend news. We estimate tightly parameterized specifications with … likelihood than the classic Campbell and Hentschel (1992) specification, while generating volatility feedback effects 6 to 12 … times larger. We show in an extension that Bayesian learning about stochastic volatility is faster for bad states than good …

the relationships in detail. Among other things, we show that: (a) Volatility dependence produces sign dependence, so long … as expected returns are nonzero, so that one should expect sign dependence, given the overwhelming evidence of volatility … of sign dependence and volatility dependence; (c) Sign dependence is not likely to be found via analysis of sign …

, volatility and stock returns. To do this, we use a large sample of individual accounts over a six-year period in the 1990's in …

that, after monetary policy announcements, the conditional volatility rises more for firms with stickier prices than for …

generates stock volatility that is higher than long-horizon dividend volatility, even with constant market prices of risk …

The leverage effect refers to the generally negative correlation between an asset return and its changes of volatility … volatility estimated from high-frequency data. The puzzle lies in the fact that such an intuitively natural estimate yields …