Higher Criticism Tuned Regression For Weak And Sparse Signals

Tao Jiang, Stephanie J. London, Mi Kyeong Lee +2

Here we propose a novel searching scheme for a tuning parameter in high-dimensional penalized regression methods to address variable selection and modeling when sample sizes are li…