random effects specification
[sorry for the line wrap mangling] On Tue, 8 Apr 2008 21:47:04 +0200,
"Reinhold Kliegl" <reinhold.kliegl at gmail.com> wrote:
[...]
You can reconstruct the table of means from the coefficients: A B a : intercept intercept + communityB b: intercept + treatmentb intercept + treatmentb + communityB + communityB:treatmentb c: intercept + treatmentc intercept + treatmentc + communityB + communityB:treatmentc d: intercept + treatmentd intercept + treatmentd + communityB + communityB:treatmentd
Yes, but IIUC, this is not necessarily equivalent to fitting separate models with subsets of the terms/levels. Correct me if I'm wrong, but I think the estimates will differ when the design is unbalanced (e.g. some subjects not receiving all treatments) because a straight calculation from the full model assumes the coefficients have equal weight. For this example data, the design is balanced, so this might not be a problem. Thanks,
Seb