### Asymptotic confidence intervals for NLS regression in R

Introduction
Nonlinear regression model
As a model setup, we consider noisy observations \(y_1,\ldots, y_n \in \mathbb{R}\) obtained from a standard nonlinear regression model of the form:
\[
\begin{aligned}
y_i &\ = \ f(\boldsymbol{x}_i, \boldsymbol{\theta}) + \epsilon_i, \quad i = 1,\ldots, n
\end{aligned}
\]
where \(f: \mathbb{...

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