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May 27, 2014

R Integration: Univariate Nonparametric Bootstrapping

This script performs a simple univariate, nonparametric bootstrap simulation by using the JMP to R Project integration.

A JMP Dialog is built by the script where the variable you wish to perform bootstrapping over can be specified.

A statistic to compute for each bootstrap sample is chosen and the data are sent to R using new

JSL functionality available sincne JMP 9.

The boot package in R is used to call the boot() function and the function to

calculate the sample statistic for each bootstrap sample and the basic bootstrap confidence interval.

The results are brought back to JMP and displayed using the JMP Distribution platform.6602_bootSS.png