Verifying the existence of maximum likelihood estimates for generalized linear models

Sergio Correia, Paulo Guimarães, Thomas Zylkin

A fundamental problem with nonlinear models is that maximum likelihood estimates are not guaranteed to exist. Though nonexistence is a well known problem in the binary response mod…