topic Re: PLS and latent variables structure in Discussions

PLS and latent variables structure

Moukanni — Fri, 09 Jun 2023 00:48:30 GMT

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!

Re: PLS and latent variables structure

David_Burnham — Wed, 27 Apr 2022 22:58:42 GMT

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

Mark_Bailey — Thu, 28 Apr 2022 17:57:44 GMT

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