[R-sig-ME] Problems withestimationg model in lmer
Nicholas Lewin-Koh
lewin-koh.nicholas at gene.com
Thu Feb 14 17:10:07 CET 2008
Hi,
Mia culpa,
> sessionInfo()
R version 2.6.1 Patched (2007-12-16 r43718)
i386-pc-mingw32
locale:
LC_COLLATE=English_United States.1252;LC_CTYPE=English_United
States.1252;LC_MONETARY=English_United
States.1252;LC_NUMERIC=C;LC_TIME=English_United States.1252
attached base packages:
[1] stats graphics grDevices datasets utils methods base
other attached packages:
[1] lme4_0.999375-3 Matrix_0.999375-4 lattice_0.17-4
loaded via a namespace (and not attached):
[1] grid_2.6.1 mgcv_1.3-29 nlme_3.1-86
>
Nicholas
-----Original Message-----
From: dmbates at gmail.com [mailto:dmbates at gmail.com] On Behalf Of Douglas
Bates
Sent: Thursday, February 14, 2008 7:20 AM
To: Nicholas Lewin-Koh
Cc: r-sig-mixed-models at r-project.org; Bert Gunter
Subject: Re: [R-sig-ME] Problems withestimationg model in lmer
2008/2/13 Nicholas Lewin-Koh <lewin-koh.nicholas at gene.com>:
> Consider the attached tumor growth data:
> dat<-read.table("ListDat.txt",header=TRUE)
> library(lme4)
> fit<-lmer(tVol~Dose*poly(Day,2)+(Day|ID),dat)
> coef(fit)
> Error in coef(fit) : unable to align random and fixed effects
> mcmcsamp(fit)
> Error: no positive eigenvalues!
> Error in t(.Call(mer_MCMCsamp, object, saveb, n, trans, verbose,
deviance))
> :
> error in evaluating the argument 'x' in selecting a method for function
> 't'
Could you send us the output of sessionInfo() please? A call to coef
should not generate .Call(mer_MCMCsamp, ...)
The error message about "unable to align" will go away if you use
tVol ~ Dose*(Day + Day^2) + (Day|ID)
> detach(package:lme4)
> library(nlme)
> fit.lme<-lme(tVol~Dose*poly(Day,2),dat,random=~1+Day|ID)
> coef(fit.lme)
> summary(fit.lme)
>
> works fine in lme. I think this model should be identified, is there an
> estimation instability I am unaware of? My interest is in prediction not
> inference, so I am not too concerned about the large number of
parameters. I
> am using the current R-forge version of lme4.
>
> Thanks
>
> Nicholas
> Statistician, Genentech Inc.
>
>
>
>
> "Seek the company of those who seek the truth, and run away from those
who
> have found it." - Vaclav Havel
>
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