I'm wondering what checks/diagnostics you usually calculate and report if you do a random effects logistic regression.
- C-statistic/ROC curve
- Check multicollinearity?
- Check heteroscedasticity?
- McKelvey & Zalvoina R-squared
There is a lot of information about standard logistic regression and what you should check for, but I'm missing an overview about what applies to logistic regression on panel data.