Sparse Estimation of Generalized Linear Models (GLM) via Approximated Information Criteria

Xiaogang Su, Juanjuan Fan, Richard A. Levine +2

We propose a new sparse estimation method, termed MIC (Minimum approximated Information Criterion), for generalized linear models (GLM) in fixed dimensions. What is essentially inv…