[R] nested unbalanced ANOVA
lgygax at access.unizh.ch
Fri Apr 16 15:25:34 CEST 1999
is there a standard way to calculate a nested, unbalanced ANOVA with R?
I am glad for pointers, tips, ideas.
The problem that I am trying to evaluate is a comparison of (average)
group sizes. The explanatory variables that I would like to include are
species which are nested within families and (partly) crossed with region,
i.e. some species occurr in several regions while others do not. For some
species I have several estimates of average group size in a given region
and, of course, not all families have the same number of species but each
species only occurrs in one family.
I actually went back to Splus (5.0 R2 for Sun SPARC) because Splus has the
nested %in%, rsp. / which can be included in a formula, but the two models
res <- aov (gs ~ fam/spe + reg)
res <- aov (gs ~ fam + reg + spe)
calculate exactly the same ANOVA table. Am I completely wrong or they?
Is it ok instead, if I calculate aov (fam + spe + reg) but test the family
in that I divid its mean square by the mean square of species to get an
F-value or is this too crude?
Thanks for your help. Regards, Lorenz
Lorenz Gygax LGygax at amath.unizh.ch; room: 36-L-40
Department of Applied Mathematics
University of Zuerich-Irchel
Winterthurerstr. 190; CH-8057 Zurich
voice: 41-1-635-58-52 fax: 41-1-635-57-05
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