I m conducting a study in order to identify the determinant of non-performing loans in 96 countries. I use logistic regression model and need more information about the test of validation. At my knowledge, there is number of observation according to explanatory variables and the test of multicolinearity.

Is there any other test to be performed. I use R softer ware. Any suggestion is welcome. Thanks.