eta-squared in lmer
Actually, the ez package provides estimates of generalized eta-squared for ANOVA only, sorry. That said, it could be argued that measures of effect size (like eta-squared) represent a half-hearted attempt by scientists to move beyond the impoverished information provided by p-values, and that a full-hearted alternative that provides the information we really want as scientists is the likelihood ratio. To this end, ez *does* provide likelihood ratios for fixed effects in mixed effects models with simple random effects structures (eg. no "varying slopes" models).
On Mon, Apr 18, 2011 at 11:45 AM, Petar Milin <pmilin at ff.uns.ac.rs> wrote:
Hello ALL! Until now I have never been asked to provide (partial) eta-squared for any of my lmer models. However, reviewers in a journal where I plan to submit have strict policy of having this particular statistics. I know about EZ package, and that it could/should do something of the kind, but I do not know details. Please, can anyone tell me how can I get etas from typical lmer model? I know general logic of it, but never dig deeper. Moreover, I think I've read somewhere that it is biased. Can you suggest some good reference? Thanks, PM
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