[R-sig-ME] Incorrect std errors from nlmer?
r.millar at auckland.ac.nz
r.millar at auckland.ac.nz
Tue Mar 31 10:11:30 CEST 2009
Hi All,
I just copied and paste the example nlmer code from the lmer help file
(see below), which fits the logistic to the orange tree data.
The point estimates of the fixed effects look correct, but the s.e.'s
are not (I've fitted the model using three other software). The s.e. of
Asym is way out (it should be about 15), as is the tree effect variance
(should be about 1000)??????
Regards,
Russell Millar
U. Auckland
> (nm1 <- nlmer(circumference ~ SSlogis(age, Asym, xmid, scal) ~ Asym|Tree,
+ Orange, start = c(Asym = 200, xmid = 725, scal = 350)))
Nonlinear mixed model fit by the Laplace approximation
Formula: circumference ~ SSlogis(age, Asym, xmid, scal) ~ Asym | Tree
Data: Orange
AIC BIC logLik deviance
1901 1908 -945.3 1891
Random effects:
Groups Name Variance Std.Dev.
Tree Asym 53985.920 232.349
Residual 52.868 7.271
Number of obs: 35, groups: Tree, 5
Fixed effects:
Estimate Std. Error t value
Asym 192.04 104.09 1.845
xmid 727.89 31.97 22.771
scal 347.97 24.42 14.252
Correlation of Fixed Effects:
Asym xmid
xmid 0.053
scal 0.050 0.763
> sessionInfo()
R version 2.8.1 (2008-12-22)
i386-pc-mingw32
locale:
LC_COLLATE=English_New Zealand.1252;LC_CTYPE=English_New
Zealand.1252;LC_MONETARY=English_New
Zealand.1252;LC_NUMERIC=C;LC_TIME=English_New Zealand.1252
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] lme4_0.999375-28 Matrix_0.999375-22 lattice_0.17-20
loaded via a namespace (and not attached):
[1] grid_2.8.1 tools_2.8.1
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