Finite sample behavior of the maximum likelihood estimator in the Poisson model under Gaussian design

Matthieu Lerasle, Antoine Roche

We study the maximum likelihood estimation of the coefficient β in well-specified Poisson regression. Using tools from empirical process theory and random conic geometry, we show t…