Volatility and time series econometrics

Exogeneity

CAViaR

Time-varying volatility and the dynamic behavior of the term structure

Index-option pricing with stochastic volatility and the value of accurate variance forecasts

Forecasting transaction rates

Measuring, forecasting, and explaining time varying liquidity in the stock market

The econometrics of ultra-high frequency data