Bootstrap visualization

FN — Fri, 09 Jun 2023 00:40:42 GMT

I would like to illustrate the concepts behind bootstrap for model fitting.

The following post shows excellent examples

https://community.jmp.com/t5/JMP-Blog/Visualizing-the-variability-of-a-curve-using-bootstrapping/ba-p/30219

Can we reproduce these visualizations without scripting in JMP 16?

I know JMP Pro can bootstrap table parameters, but if I wanted to visualize the predictions of several partition or NN models, I only know how to do this manually.

Sub or resample
Fit
Save prediction formula
Repeat n times
Visualize predictions

Re: Bootstrap visualization

ih — Mon, 25 Oct 2021 13:14:08 GMT

I do not know of a way to draw the different curves without a script, but I frequently look at the distribution of bootstrapped parameter estimates. You can get to those easy enough by right clicking in the parameter estimates table from any platform and select bootstrap. A new table will open which you can analyze with the distribution platform to see the range of fitted parameters.

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Bootstrap visualization

Re: Bootstrap visualization