Multinomial Logistic Regression: Asymptotic Normality on Null Covariates in High-Dimensions

This paper investigates the asymptotic distribution of the maximum-likelihood estimate (MLE) in multinomial logistic models in the high-dimensional regime where dimension and sample size are of the same order.