sentences:  Note that when formula_24, i.e.the diffusion term does not depend on formula_25 , this method is equivalent to the Euler–Maruyama method.The Milstein scheme has both weak and strong order of convergence, formula_19, which is superior to the Euler–Maruyama method, which in turn has the same weak order of convergence, formula_19, but inferior strong order of convergence, formula_28.