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2021. 12. 2. · Bootstrap Resampling for Parameter Uncertainties¶. When you call the doFit method on an Imfit object with the default Levenberg-Marquardt solver, the solution automatically involves estimation of uncertainties on the best-fit parameters, in the form of 1-sigma Gaussian errors. These are generally not very accurate (they assume the fit-statistic landscape is. Chapter 8 Bootstrapping and Confidence Intervals. In Chapter 7, we studied sampling.We started with a “tactile” exercise where we wanted to know the proportion of balls in the sampling bowl in Figure 7.1 that are red. While we.

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