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Jun 8, 2023 at 18:40 comment added Richard Hardy @JoseOrtiz3, if you are not sure about NLS, just do maximum likelihood. (Gradient boosting is not an estimator, so it does not really compete with these two.)
Jun 8, 2023 at 18:17 comment added JoseOrtiz3 Sorry for the late feedback. I think the model scaling a unit normal is interesting, but I'm unclear on what you mean by estimating the parameters by nonlinear least squares. I derived a correct result in the gradient boosting case but haven't made a post yet.
May 5, 2023 at 10:38 comment added Richard Hardy I probably do not fully understand your question, but here is something.
May 5, 2023 at 10:37 history answered Richard Hardy CC BY-SA 4.0