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most citedGaussian approximations and multiplier bootstrap for maxima of sums of high-dimensional random vectors

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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…