The phase transition for the existence of the maximum likelihood estimate in high-dimensional logistic regression

Emmanuel J. Candes, Pragya Sur

This paper rigorously establishes that the existence of the maximum likelihood estimate (MLE) in high-dimensional logistic regression models with Gaussian covariates undergoes a sh…