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In this paper, we consider a Cauchy problem for an elliptic equation with variable coefficients. Within the framework of general regularization theory, we present Fourier regularization method to stabilize the problem. Moreover, Holder-type stability error estimate is proved for this regularization method. According to the regularization theory, the error estimates are order optimal. Some numerical results are reported.