Diaconis-Ylvisaker prior penalized likelihood for $p/n\to \hat{I}º\in (0,1)$ logistic regression

Philipp Sterzinger, Ioannis Kosmidis

We characterise the behavior of the maximum Diaconis--Ylvisaker prior penalized likelihood estimator in high-dimensional logistic regression, where the number of covariates is a fr…