In this paper some partial derivatives of a matrix funclion with respect to a vector variable are derived first. By using of these derivatives，the representation of the normal approximation for any distribution density function of a random vector is given. Next some moment formulas of normal random vector are developed. An approximation method of state estimation for a nonlinear system is discussed as an application of the above rersults.