[R-sig-ME] a problem with lme4_0.999375-0?
vito muggeo
vmuggeo at dssm.unipa.it
Thu Jan 17 13:14:17 CET 2008
In previous message I used arm::se.ranef() to get st.errs of the
predictions from the lmer fit.
However the problem occurs also without using arm::se.ranef(), and it
seems to depend on ranef()..
o<-ranef(M1,postVar=TRUE)
sqrt(attr(o[[1]],"postVar")[,,1:5])
regards,
vito
vito muggeo ha scritto:
> Dear all,
>
> I'm running data from "Gelman&Hill Data Analysis Using regression..
> pag259-261" (you can get data by running the code below). In particular
> I'm interested in getting variances of the predictions of the random
> intercepts. I get "right" (as compared with those from the book) results
> using lme 0.99875-9 (downloaded from CRAN).
>
> However using the latest lme4_0.999375-0 obtained via
>
> install.packages("lme4", repos = "http://r-forge.r-project.org")
>
> the variances of the predictions are wrong..(they are constant
> regardless of different cluster sizes. You can check this running the
> code below..
>
> Many thanks,
> vito
>
>
> srrs2 <-
> read.table("http://www.stat.columbia.edu/~gelman/arm/examples/radon/srrs2.dat",
> header=T, sep=",")
>
> mn <- srrs2$state=="MN"
> radon <- srrs2$activity[mn]
> log.radon <- log (ifelse (radon==0, .1, radon))
> floor <- srrs2$floor[mn] # 0 for basement, 1 for first floor
> n <- length(radon)
> y <- log.radon
> x <- floor
> # get county index variable
> county.name <- as.vector(srrs2$county[mn])
> uniq <- unique(county.name)
> J <- length(uniq)
> county <- rep (NA, J)
> for (i in 1:J){
> county[county.name==uniq[i]] <- i
> }
> library(arm)
>
> M1<-lmer(y~1+x+(1|county))
> ranef(M1)[[1]][1:10,] #OK
>
> se.ranef(M1)[[1]][1:10,] #wrong results: they are constant!!!??!!!
>
>
>
> > sessionInfo()
> R version 2.6.1 (2007-11-26)
> i386-pc-mingw32
>
> locale:
> LC_COLLATE=Italian_Italy.1252;LC_CTYPE=Italian_Italy.1252;LC_MONETARY=Italian_Italy.1252;LC_NUMERIC=C;LC_TIME=Italian_Italy.1252
>
> attached base packages:
> [1] stats graphics grDevices utils datasets methods base
>
> other attached packages:
> [1] foreign_0.8-23 car_1.2-7 arm_1.1-1
> R2WinBUGS_2.1-6 coda_0.13-1 lme4_0.999375-0 Matrix_0.999375-4
> lattice_0.17-2
> [9] MASS_7.2-38
>
> loaded via a namespace (and not attached):
> [1] grid_2.6.1
>
>
--
====================================
Vito M.R. Muggeo
Dip.to Sc Statist e Matem `Vianelli'
Università di Palermo
viale delle Scienze, edificio 13
90128 Palermo - ITALY
tel: 091 6626240
fax: 091 485726/485612
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