Elastic-net Regularized High-dimensional Negative Binomial Regression: Consistency and Weak Signals Detection

Huiming Zhang, Jinzhu Jia

We study a sparse negative binomial regression (NBR) for count data by showing the non-asymptotic advantages of using the elastic-net estimator. Two types of oracle inequalities ar…