Post Selection Shrinkage Estimation for High Dimensional Data Analysis

Xiaoli Gao, S. E. Ahmed, Yang Feng

In high-dimensional data settings where $p\gg n$, many penalized regularization approaches were studied for simultaneous variable selection and estimation. However, with the existe…