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Image to Table JMP extension imports single or batch images as data tables. Useful to extract curves from pictures or convert image data to curve data to use in analyses like Functional Data Explorer. Download and install the extension.

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Similar to predictor screening, the idea is to get a list of columns ordered by their contribution explaining the variability within X containing missings and/or outliers.

In PCA, one can plot the partial contribution of the variables. However, this visualization does not consider the different importance between PCs. The eigenvalues table includes the percentage of data explained.

In the PLS platform, this is possible. PCA requires now multiple manual steps.

See the answer here:

https://community.jmp.com/t5/Discussions/PCA-total-variable-contribtion/m-p/338594#M58665

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JMP Wish List

PCA loadings (column contribution with only X's)