Nonlinear regression is a regression model in which the response is expressed as a function 
that is nonlinear in the unknown parameter vector 
. For observations 
, nonlinear least squares
fitting estimates 
by minimizing
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Unlike linear regression, minimization generally requires an iterative method, and the shape of the objective function can produce multiple local minima.
