Ait-Sahalia, Yacine; Zhang, Lan; Mykland, Per A. - National Bureau of Economic Research (NBER) - 2003
It is a common practice in finance to estimate volatility from the sum of frequently-sampled squared returns. However market microstructure poses challenges to this estimation approach, as evidenced by recent empirical studies in finance. This work attempts to lay out theoretical grounds that...