Robust estimation in the generalized poisson model

Abstract

A computationally simple method of robust estimation in the generalized Poisson model is presented. Estimators are proved to be optimal in the sense of local minimax testing, conditionally on the explanatory variable. Results of a Monte Carlo experiment are supplemented where robust and efficient estimators are compared.

Acknowledgement

I would like to thank a referee for valuable critical comments.