Housing prices, like the prices of other speculative assets, contain a mix of both small and large changes (i.e., jumps). We apply a jump-GARCH model to monthly Case-Shiller housing price indexes of twenty cities in the U.S. during the period January 1991 through December 2011. We document the...

We estimate the daily integrated variance and covariance of stock returns using high-frequency data in the presence of jumps, market microstructure noise and non-synchronous trading. For this we propose jump robust two time scale (co)variance estimators and verify their reduced bias and mean...

[16] and [17] establish a VIX futures and option pricing theory when modeling S&P 500 index by using a stochastic volatility process with asset return and volatility jumps. In this note, we prove that Lin and Chang's formula is not an exact solution of their pricing equation. More generally, we...