most citedGroup Lasso for high dimensional sparse quantile regression models

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stat.ME2011★ 41 cited

Group Lasso for high dimensional sparse quantile regression models

Kengo Kato

This paper studies the statistical properties of the group Lasso estimator for high dimensional sparse quantile regression models where the number of explanatory variables (or the…