That's not really the issue. What Jiao wants is the estimated errors in the parameters, not the error in the fit. Unfortunately, a reliable estimate of the errors in the parameters of a non-linear least squares fit is hard to obtain. In my experience (and many years ago I spent a lot of time going through the exercise of trying to get reliable estimates), so much so that I don't bother even trying any more.
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