On consistency of minimal distance estimate for diffusion observations

This paper deals with the problem of the $\theta$-parameter estimation of the $S (\cdot)$ function (drift coefficient), where it is unknown, by observations of diffusion processes. The method of minimal distance estimation, which allows to construct consistency and asymptotic normality to the estimation of parameter of drift coefficient when $\varepsilon\to 0)$, is discussed.