Greetings. I am reaching out for help with melogit postestimation commands.

I am using melogit to model a dichotomous outcome ("iatrogenic") with a fixed effect (year that the outcome developed) and random effects for the country where the outcome took place (n=9). I would like to summarize the modeled country effects in an easily interpretable way. How would you typically show and explain the results for each of the nine countries?

Here's my approach:

Code:
 melogit iatrogenic yeardevelop || place: , or
Code:
 predict pplace, reffects
Code:
 tab place pplace
This reveals the mean for each country. That's something, though there is surely a more elegant approach.

I will appreciate your guidance on how you would get both means and confidence intervals for the nine different places. What will lend itself to straightforward interpretation for my audience? Thanks.