jamovi

Hi,
I am running a mixed model linear regression in gamlj 2.6.6 with 5 factors and a cluster variable with around 100 different expressions.
When I let it run on my Computer (16GB RAM I get an error in the means of Cholmod error 'out of memory' at file ../Core/cholmod_memory.c, line 147. When I use another Computer with just 8GB RAM it says cannot allocate vector of 9.8 GB. I havent tried more RAM yet, because I wanted to post this here first and I'm not sure this issue would be fixed by just shooting more Power at it.
My data is around 36.000 lines. When I use just a fraction (5000 lines), I get a working mixed model and results without any error.
The file is too big to be attached here, bit I could send it via fileshare if needed.

Any help would be very much appreciated

Steffen

36000 rows shouldn't be a problem. Maybe it is the model that is too complex. How does your model look like?

Hi, thanks for the reply.
I honestly couldn't tell. It does not seem very complex to me though. Code is the following. With around 100 expressions in the cluster variable 'Messnummer'

The code in syntax mode is this:

gamlj::gamljMixed(
formula = AR ~ 1 + Geschlecht + Behandlung + Sauerstoffentzug + Messzeitpunkt + Altersgruppen + Sauerstoffentzug:Messzeitpunkt+( 0+Messzeitpunkt | Messnummer ),
data = data,
re_listing = "main",
qq = TRUE)

would you share the data so I can check?