Possible bug in lmer nested analysis with factors
My guess is he wants this:
c1 <- factor(c)
d1 <- factor(d)
m <- lmer(a ~ b + (1|c1:d1)+(1|c1))
which assumes d1 is nested within c1.
Take a look at Section 3 in the "MlmSoftRev" vignette:
library(mlmRev)
vignette("MlmSoftRev")
HTH,
--sundar
Doran, Harold wrote:
I think you might have confused lme code with lmer code. Why do you have c/d in the random portion? I think what you want is
lmer(a ~ b + (1 | c)+(1|d))
Which gives the following using your data
Linear mixed-effects model fit by REML
Formula: a ~ b + (1 | c) + (1 | d)
AIC BIC logLik MLdeviance REMLdeviance
108.0239 115.9415 -49.01193 94.57296 98.02386
Random effects:
Groups Name Variance Std.Dev.
d (Intercept) 4.2877e-10 2.0707e-05
c (Intercept) 4.2877e-10 2.0707e-05
Residual 8.5754e-01 9.2603e-01
# of obs: 36, groups: d, 3; c, 2
Fixed effects:
Estimate Std. Error DF t value Pr(>|t|)
(Intercept) 0.82928 0.40834 34 2.0309 0.05015 .
b -0.37563 0.18903 34 -1.9872 0.05500 .
---
Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
-----Original Message-----
From: r-help-bounces at stat.math.ethz.ch
[mailto:r-help-bounces at stat.math.ethz.ch] On Behalf Of Yan Wong
Sent: Friday, September 16, 2005 11:58 AM
To: R-help
Subject: [R] Possible bug in lmer nested analysis with factors
Hello,
Is this a bug in the lmer routine?
> library(lme4) > ### test case based on rats data from Crawley >
a<-rnorm(36);b<-rep(1:3,each=12);c<-rep(1:2,each=6,3);d<-rep (1:3,each=2,6)
> > ### mixed model works when c & d are numeric, lmer assumes they are
factors > m <- lmer(a ~ b + (1|c/d)) > > ### but bails out when they are actually specified as factors > c<-factor(c); d<-factor(d) > m <- lmer(a ~ b + (1| c / d)) Error in lmer(a ~ b + (1 | c/d)) : entry 0 in matrix[0,0] has row 2147483647 and column 2147483647 In addition: Warning message: / not meaningful for factors in: Ops.factor(c, d) Cheers Yan
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