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PLS and latent variables structure

Hello, 

 

I'm using JMP Pro to conduct a Partial Least Squares analysis and I'm wondering if there is a way in JMP to explore the structure of the latent variables, like which variables have a high weight on each latent variable. 

 

Thanks!

 

AnalyticsRe: PLS and latent variables structure

Each model you build in the PLS platform will have its own outline e.g. "NIPALS Fit with 7 Factors Using Fast SVD".  Associated with the outline you'll have a red triangle containing additional output options.  Try looking at the Percentage Variation Plots.

Re: PLS and latent variables structure

You might use a parallel plot of the correlations or loadings on each variable to visualize the structure and importance.