Estimation of diffusion equations from discrete observations and simulation based methods

The statistical literature proposes several methods for estimating the parameters of diffusion equations. These methods apply to continuous recording discrete observations with an observation step going to zero or discrete observations with a fixed observation step. Recently, simulation based procedures have been proposed in order to deal with discrete observations with a fixed observation step. In this paper, the authors present two simulation based methods and compare their statistical properties.