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

Kai Tan, Pierre C. Bellec

This paper investigates the asymptotic distribution of the maximum-likelihood estimate (MLE) in multinomial logistic models in the high-dimensional regime where dimension and sampl…