How to plot group level estimates from brmsfit (family = categorical)?

Greetings all,

I’m looking for a way to plot group-level estimates from brmsfit, a plot similar to one provided on modelbased package page here

my code is something like this;

model <- brms(Var1 ~ 0 + Cat1 + Cat2 + (1|Random Variable), family = categorical(link = logit))

I guess brms does not provide such functionality. For other cases like logistics regression etc, it is rather straightforward, yet I could not find a way to do something similar with brms.

  • Operating System: Mac OS Ventura / Windows 11
  • brms Version: 2.18.0