Before revision:  When there is no error in the model, following a common procedure, we provide a consistent estimator of the efficient price based on maximum likelihood estimation of the parameter. Furthermore, we show that realized volatility remains efficient when performed on the estimated price rather than on the efficient price .
After revision:  In the presence of residual noise, we examine the central limit theory of the related quasi-maximum likelihood estimation approach .