Kunitomo, Naoto; Sato, Seisho - In: The North American Journal of Economics and Finance 26 (2013) C, pp. 282-309
For estimating the integrated volatility and covariance by using high frequency financial data, we propose the Separating Information Maximum Likelihood (SIML) method when there are possibly micro-market noises. The resulting estimator, which is represented as a specific quadratic form of...