Short on time so just quick notes:
- Remove terms from your formula to find the smallest model that diverges and largest model that converges. You have a big formula, so it is quite possible you just don’t have enough data to inform all the parameters.
- Try not modelling correlations in the varying intercepts (i.e. use
(1||group)instead of1|group) - Check out our new Divergent transitions - a primer