repeated measures multivariate analysis

[abmayfield]

What inspired this wish list request? 

A few of us have been pitching work-arounds for this here: https://community.jmp.com/t5/Discussions/multivariate-data-with-a-repeated-measures-design/m-p/63267.... 

I wonder if this implementation is not as daunting as it would seem. Could features of the mixed-model platform, namely specifying the repeated subject, be incorporated into the partial least squares platform?

What is the improvement you would like to see? 

Why is this idea important? 

[abmayfield]

This is strange: it cut off the most important part of my request. To my knowledge, the multivariate options under Fit Model cannot handle a repeated measures design (would be no problem if there was a single Y). If I put in "time" into the model under MANOVA or partial least squares, that doesn't accommodate the repeated measures nature. I am wondering if there is any way to specify repeated subjects for such multivariate analyses. I think this will be a more commonly used tool in the future as more researchers adopt 'Omics-scale approaches and want to profile suites of molecules in the same subjects tracked over time.