I need to reestimate several models after updating to the newest rstanarm package version (see Error in if (is.mer(x) && x$stan_function != "stan_gamm4") after updating package version).
However, I have trouble running the same models with the new version of rstanarm. The models all end with an error concerning memory:
Error: protect(): protection stack overflow
I use the same machine as before, same data, etc.
The use of simpler models, less chains, less iterations, … give the same message.
R uses maximum memory available as with the previous package version:
which has never been a problem before.
One of the old models was e.g. as following:
model2 <- stan_lmer(CWM.bodysize2 ~ elevation_z + NDVI_ARC_z +(1|year/month) + (1|plot), algorithm=“sampling”, data=Hop, na.action=na.omit, chains=4, iter=2000, prior=normal(), prior_ops=prior_options(scaled=T))
Model under new version of rstanarm is e.g.:
model2 <- stan_lmer(CWM.bodysize2 ~ elevation_z + NDVI_ARC_z + (1|plot) +(1|year/month), algorithm=“sampling”, data=Hop, na.action=na.omit, chains=4, iter=2000, prior =NULL)
On the other hand, running other (example) models works. E.g.
default_prior_test <- stan_glm(mpg ~ wt + am, data = mtcars, chains = 1)