Abstract
In this paper, we investigate the parameters estimation in nonlinear regression models. Firstly, a Gauss-Newton iteration method is given to estimate the parameters in the nonlinear regression models. Moreover, a numerical simulation study and real data analysis are given to illustrate the validity of proposed diagnostic measures.
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