# Which probability distribution will you use to model outliers?

I was asked this question in a recent interview for the position of a Data Scientist: Which probability distribution will you use to model outliers ?

I told him outliers are like rare events which can be modelled by a Poisson distribution. I pretty sure I'm wrong and the interviewer seemed to think the same. But I don't know the answer to this.