Elastic-net Regularized High-dimensional Negative Binomial Regression: Consistency and Weak Signal Detection
Work
Year: 2020
Type: article
Abstract: 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 are derived for the NB... more
Source: Statistica Sinica
Authors Huiming Zhang, Jinzhu Jia
Institutions Peking University, University of Macau
Cites: 54
Cited by: 14
Related to: 10
FWCI: 1.854
Citation percentile (by year/subfield): 87.27
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Sustainable Development Goal Reduced inequalities
Open Access status: green