An efficient algorithm for structured sparse quantile regression

Vahid Nassiri, Ignace Loris

Quantile regression is studied in combination with a penalty which promotes structured (or group) sparsity. A mixed ${\ell }_{1,\infty }$-norm on the parameter vector is used to impose…