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Model-Consistent Sparse Estimation through the Bootstrap
Model-Consistent Sparse Estimation Bootstrap
2009/1/21
We consider the least-square linear regression problem with regularization by the
ℓ1-norm, a problem usually referred to as the Lasso. In this paper, we first present
a detailed asymptotic ana...