Which bridge estimator is optimal for variable selection?

Shuaiwen Wang, Haolei Weng, Arian Maleki

We study the problem of variable selection for linear models under the high-dimensional asymptotic setting, where the number of observations $n$ grows at the same rate as the numbe…