[R-sig-ME] error with parametric bootstrap for negative binomial model, lme4, pbkrtest
Lauren Catherine Ponisio
lponisio at gmail.com
Thu May 21 19:07:00 CEST 2015
Hello list members,
I was hoping to use the a parametric bootstrap using the pbktest package,
PBmodcomp() function. With a negative binomial mixed model I get the
following error:
Error in lme4::.simulateFun(object = sm, nsim = nsim, seed = seed) : could
not find function "sfun"
I get the same error when I try to use the function simulate() on a
negative binomial model. With other families I do not get an error.
I found that Ben Bolker recommended a hack on the lme4 github site, but I
cannot get it to work.
https://github.com/lme4/lme4/issues/284
If fact, below is the code he suggested which gives me the above error.
library(lme4)
library(pbkrtest)
set.seed(101)
dd <- data.frame(f=factor(rep(1:10, each=50)),
x=runif(500),
y=rnbinom(500, size=2, mu=2))
g1 <- glmer.nb(y ~ x + (1|f), data=dd)
g0 <- glmer.nb(y ~ 1 + (1|f), data=dd)
PBmodcomp(g1, g0, nsim=10)
Thanks!
best,
Lauren
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