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Presentation

Fitting the Skellam distribution in Stata

Vincenzo Verardi

8 September 2023

Session

The Skellam distribution is a discrete probability distribution related to the difference between two independent Poisson-distributed random variables.

It has been used in a variety of contexts, including sports or supply and demand imbalances in shared transportation. To the best of our knowledge, Stata does not support the Skellam distribution or the Skellam regression. In this presentation, I plan to show how to fit the parameters of a Skellam distribution and Skellam regression using Mata’s optimize function. The optimization problem is then packaged into a basic Stata command that I plan to describe.

Speaker

Vincenzo Verardi