[R] Question about lme (mixed effects regression)

2010-10-18 Thread Dimitri Liakhovitski
Hello! If I run this example: library(nlme) fm1 - lme(distance ~ age+Sex, Orthodont, random = ~ age + Sex| Subject) If I run: summary(fm1) then I can see the fixed effects for age and sex (17.7 for intercept, 0.66 for age, and -1.66 for SexFemale) If I run: ranef(fm1) Then it looks like it's

Re: [R] Question about lme (mixed effects regression)

2010-10-18 Thread Bert Gunter
Dmitri: Not quite sure what you mean by easier ... fixef() and ranef() will both give coefficients which can be easily manipulated to produce the results for all subjects. However, note that there are numerous built-in lme functions(especially for graphics) that do this internally to produce,

Re: [R] Question about lme (mixed effects regression)

2010-10-18 Thread Dimitri Liakhovitski
Thank you very much, but not I am not sure now - does ranef(fm1) give the (total) slope and intercept values directly for each group or not? Thanks a lot for clarifying - because I might well have been wrong. Dimitri On Mon, Oct 18, 2010 at 5:57 PM, Bert Gunter gunter.ber...@gene.com wrote:

Re: [R] Question about lme (mixed effects regression)

2010-10-18 Thread Bert Gunter
Oh -- I get your question (I think). Not the total, just the random effects. You have to add them to the fixed effects. See e.g. p. 39 of Bates and Pinheiro. -- Bert On Mon, Oct 18, 2010 at 3:00 PM, Dimitri Liakhovitski dimitri.liakhovit...@gmail.com wrote: Thank you very much, but not I am

Re: [R] Question about lme (mixed effects regression)

2010-10-18 Thread Dimitri Liakhovitski
Yes, sorry for the confusion. Maybe I should have used a different term. So, I guess, I was right - it gives only the random effects that I have to add to the fixed effects. And there is no way to get it done by R (not that I can't do it myself)? Dimitri On Mon, Oct 18, 2010 at 6:24 PM, Bert