I have run a logit model such that $Y$ ~ $X$, where $X$ is a categorical variable with 4 alternatives. I have dummy coded $X$ so I can perform regression, this means that category 1 is the base category.
I would like to compare the probability of each alternative $X$ including the base category.
The point of my research is to select "the worst" level of $X$ in the sense that it is the less likely to happen, or the most negative one. However, I am not sure on how to proceed so I thought on looking at probabilities.
Any suggestion on how to decide which of the four alternatives of $X$ is "the worst"?