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blip555555
Level I

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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