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Try the Materials Informatics Toolkit, which is designed to easily handle SMILES data. This and other helpful add-ins are available in the JMP® Marketplace
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Is the Mann-Whitney U Test Available in JMP®?

Yes. It is equivalent to the Wilcoxon 2-sample (or Kruskal Wallis k-sample) Test. This is obtained from the Fit Y by X platform by fitting a continuous Y and a nominal or ordinal X and then selecting NonparametricWilcoxon Test from the Oneway Analysis pull-down menu.

 

[Previously JMP Note 35809]

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