[R] Mixed Effects Model Power Calculations

Henric Nilsson henric.nilsson at statisticon.se
Wed Aug 17 10:42:56 CEST 2005


On Ti, 2005-08-16, 21:17, rab45+ at pitt.edu skrev:

> Is there an R package available that would facilitate doing a power/sample
> size analysis for linear mixed effects models?

I'm not aware of such a package (others might be...).

When it comes to sample size calculations, especially for tricky designs
and/or advanced methodology, simulation is usually the best approach. An
example using `lme' can be found at

http://maven.smith.edu/~nhorton/R/


HTH,
Henric

> I have seen the Java applets made available by Russell Length which would
> seem to be able to handle most any lme, but there is little documentation
> and it's not clear how the models need to be formulated.
>
> Rick B.
>
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