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The group LASSO, group bridge and composite mcp penalties for a two-predictor group. Note that where the penalty comes to a point or edge, there is the possibility that the solution will take on a sparse value; all penalties come to a point at 0, encouraging group-level sparsity, but only group bridge and composite MCP allow for bi-level selection.
