Group Variable Selection via a Hierarchical Lasso and Its Oracle Property

Nengfeng Zhou, Ji Zhu

In many engineering and scientific applications, prediction variables are grouped, for example, in biological applications where assayed genes or proteins can be grouped by biologi…