Average case analysis of Lasso under ultra-sparse conditions

Koki Okajima, Xiangming Meng, Takashi Takahashi +1

We analyze the performance of the least absolute shrinkage and selection operator (Lasso) for the linear model when the number of regressors $N$ grows larger keeping the true suppo…