A modified method for high order numerical derivatives

In this paper we propose a new regularization method for computing high order numerical derivatives from one dimensional noisy data. The convergence estimate under an appropriate choice of the regularization parameter is obtained. Some interesting numerical tests show that the proposed method is effective and stable.