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Functional Data Analyses returning DoE-factor (FDOE?)

EduardDerks
Level I

Is it possible to do Functional Data Analyses like FPCA where the components reflect DoE-factors? (like in ASCA). It seems that FDOE profiler does something similar. Where can I fin it in JMP 18-pro?

Eduard P.P.A. Derks, PhD
Senior Data Scientist
Avient Protective Materials
1 REPLY 1
Victor_G
Super User


Re: Functional Data Analyses returning DoE-factor (FDOE?)

Hi @EduardDerks,

 

Welcome to the Community !

 

Short answer : Yes, it is possible and you can try this analysis with the dataset "Functional Data/Formulation For Homogeneity DOE.jmp" from JMP sample library, using this guide from the JMP Help : Example of Functional DOE Analysis

I have done this kind of study and you can visualize the analysis, results and presentation here Use of Functional Data Explorer in a Mixture Design for Tribological Performance...

 

If you have more precise questions or follow-up questions, I would be more than happy to continue the discussion.

Hope this first answer will help you,

Victor GUILLER

"It is not unusual for a well-designed experiment to analyze itself" (Box, Hunter and Hunter)