In this paper, we study the rate of convergence of a symmetrized version of the classical Euler scheme, applied to the discretisation of the solution of a stochastic differential equation with a diffusion coefficient function of the form |x|, α ∈ [1/2, 1). For smooth test functions, we show that the weak error is of order one as for the classical Euler scheme. More over, the symmetrized version...