[R] Power analysis for glm-function
simone
sh13 at gmx.ch
Fri Jul 13 23:31:27 CEST 2007
Hello everybody
I have done a generalized linear model (glm-function) with a binary
response variable (presence/absence) and two explanatory variables
(including the interaction term (model<-glm(x~factor1*factor2,
family=quasibinomial)). The interaction is what we are mainly
interested in and it is non-significant (F=0, p=1.0). A reviewer on
the manuscript now asks for a a priori power analysis on the non-
significant interaction to see what sort of effect size we could
reasonably have detected with our experimental design. As far as I
have seen there is no power analysis function implemented for glm in
R, or am I mistaken? Or does any one have any other suggestions how
to deal with that comment?
I would really appreciate your help!
Thanks in advance
Simone
Simone Haerri
Institute of Environmental Sciences
University of Zurich
Winterthurerstrasse 190
Ch - 8057 Zurich
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