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Weighted nonlinear regression
Authors:Josef Bukac
Institution:Jaromer-Josefow, Czech Republic
Abstract:Minimization of the weighted nonlinear sum of squares of differences may be converted to the minimization of sum of squares. The Gauss-Newton method is recalled and the length of the step of the steepest descent method is determined by substituting the steepest descent direction in the Gauss-Newton formula. The existence of minimum is shown.
Keywords:weighted sum of squares  Gauss-Newton method  steepest descentAMS (2000) subject classification: 65D 10
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