Sparse Poisson Regression with Penalized Weighted Score Function

Jinzhu Jia, Fang Xie, Lihu Xu

We proposed a new penalized method in this paper to solve sparse Poisson Regression problems. Being different from ${\ell }_1$ penalized log-likelihood estimation, our new method can…