This is a preview. Log in through your library . Abstract In general, concavity of the log likelihood alone does not imply that the MLE exists always. For a class of linear regression models for ...
This is a preview. Log in through your library . Abstract This paper rigorously establishes that the existence of the maximum likelihood estimate (MLE) in high-dimensional logistic regression models ...