[R-sig-ME] Missing information in "name" column of Random effects output

David Afshartous dafshartous at med.miami.edu
Tue Sep 25 21:43:15 CEST 2007



Jorge,

Awhile back I think I noticed a similar issue. I don't recall if I was able
to do anything different w/ the lmer statement to fix it. In any event, my
guess is that the first term corresponds to the intercept RE and the second
to the slope RE.  Looking at the estimated RE's themselves supports this:

> ranef(fm1)
An object of class ³ranef.lmer²
[[1]]
    (Intercept)        Days
308   2.2713451   9.1966961
309 -40.3825921  -8.6223099
310 -38.9403378  -5.4521894
330  23.6656443  -4.8100611
331  22.2391295  -3.0662861
332   9.0324969  -0.2709760
333  16.8277808  -0.2214775
334  -7.2256113   1.0733822
335  -0.3503176 -10.7492136
337  34.8784025   8.6302064
349 -25.1898574   1.1699674
350 -13.0500361   6.6107496
351   4.5697621  -3.0138529
352  20.8539011   3.5376139
369   3.2744289   0.8723798
370 -25.5865985   4.8179542
371   0.8049003  -0.9877807
372  12.3075594   1.2851975

> fm1.junk = ranef(fm1)[[1]]
> int.ranef  = fm1.junk[,1]
> slope.ranef  = fm1.junk[,2]
> var(int.ranef)
[1] 465.8012
> var(slope.ranef)
[1] 29.75055




On 9/25/07 2:42 PM, "Jorge González" <jorge.gonzalez at psy.kuleuven.be> wrote:

> Dear all,
> 
> My apologies if this has been discussed before. When estimating a model
> with lmer, I can't see anymore the contents of the "name" column in the
> Random effects part of the output. See the example below
> 
> ###### begin example ###################
>> sessionInfo()
> R version 2.5.1 (2007-06-27)
> i386-pc-mingw32
> 
> locale:
> LC_COLLATE=Dutch_Belgium.1252;LC_CTYPE=Dutch_Belgium.1252;LC_MONETARY=Dutch_Be
> lgium.1252;LC_NUMERIC=C;LC_TIME=Dutch_Belgium.1252
> 
> attached base packages:
> [1] "stats"     "graphics"  "grDevices" "utils"     "datasets"
> "methods"   "base"
> 
> other attached packages:
>         lme4       Matrix      lattice
>  "0.99875-7" "0.999375-2"     "0.16-5"
>> fm1 <- lmer(Reaction ~ Days + (Days|Subject), sleepstudy)
>> fm1
> Linear mixed-effects model fit by REML
> Formula: Reaction ~ Days + (Days | Subject)
>    Data: sleepstudy
>   AIC  BIC logLik MLdeviance REMLdeviance
>  1754 1770 -871.8       1752         1744
> Random effects:
>  Groups   Name Variance  Std.Dev. Corr
>  Subject             610.835  24.7151
>                             35.056   5.9208  0.067
>  Residual            655.066  25.5943
> number of obs: 180, groups: Subject, 18
> 
> Fixed effects:
>                  Estimate   Std. Error t value
> (Intercept)  251.405      6.820   36.86
> Days            10.467      1.546    6.77
> 
> Correlation of Fixed Effects:
>      (Intr)
> Days -0.137
>> 
> #################### end example ##################
> How can I know which variance correspond to the subject  random
> intercept and which one to the subject slope Days? As far as I remember
> this information was available in previous versions. Is this a bug?
> 
> Thank you very much in advance
> 
> Jorge




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