Shuangge Ma

Variable selection and inference with a new robust Bayesian elastic net

2026 · Journal of Statistical Computation and Simulation

In high-dimensional genomics studies, elastic net has gained wide popularity for its ability to accommodate structured sparsity, including multicollinearity among omics features. Recently, efforts to robustify elastic net have garnered considerable attention, as data heterogeneity …