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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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blip555555
Level II

R^2 value standard least square with random effects

Good afternoon, 

I was wondering when fitting a mixed model using standard least squares and adding random effects as attributes, is the R-squared reported an R-squared accounting for fixed and random effects? 

Thank you!

2 REPLIES 2
statman
Super User

Re: R^2 value standard least square with random effects

R-square is the amount of the total variation in the study explained by the model. 

"All models are wrong, some are useful" G.E.P. Box
MRB3855
Super User

Re: R^2 value standard least square with random effects

Hi @blip555555 : To see what JMP reports in this situation, run the model twice; once with the factors' attributes set to random, and once leaving the factors as fixed effects. You will then know the answer to your question; if the R^2 are the same, "yes". Otherwise, "no".

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