why do you need mixed models for regression diagnostics what are generalized mixed models what to check when mixed model outliers what are mixed-effect logistic regression diagnostics what diagnostic tool is useful to perform logistic regression what is logistic regression diagnostics for what is the diagnostic approach for regression which logistic regression model can you use to diagnose outliers? which tool for logistic regression logistic regression diagnostic tools when to use mixed model regression in logistic regression what diagnostics are useful in logistic regression what are the diagnostic tools for random intercept logistic regression? when to do diagnostic regression in mixed model what tools are available for logistic regression diagnostics what tool are used for mixed impact logistic regression which statistical model is best for diagnosing outliers what tools should be used to test a logistic regression model diagnostics mixed effects logistic regression what tool is needed to diagnose a logistic regression