[R] Random Effects Model
readams at colby.edu
readams at colby.edu
Tue Dec 19 04:18:45 CET 2006
Hello,
I am new to R, and I am trying to figure out how to use it for a
random effects model. I am using version 2.4.0, and I also have the
book Applied Linear Regression by Sanford Weisberg.
I have four variables: Swimmer, Sex, Swim, and Difference. Swimmer
identifies the number assigned to a particular person. Sex is
male/female. Swim identifies the number swim from 1 to 6. Difference
is my variable of interest (random).
The book says I should run something like this:
> library(nlme)
> data(FREE) #FREE is my dataset
> xyplot(Difference~Swim|Type, group=Swimmer, data=FREE,
+ panel.groups=function(x,y,...){
+ panel.linejoin(x,y,horizontal=FALSE,...)}
+ )
> m1 <- lme(Difference~Swim+Type, data=FREE, random=~1+Type|Swimmer)
> m2 <- update(m1, random=~1|Swimmer)
I've pretty much decided that xyplot doesn't work. Instead, I think
plot will work much better. I keep getting errors about Type. Can
someone explain this to me? Does the code above look right?
Any kind of help will be appreciated...
Thanks in advance!
Ryan
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