Figure 1.

Scenario 1: Estimated g-Measure of both VC-lasso and group-lasso under different sample sizes for models with 5 non-zero variance components in a cross-sectional design. Three sample sizes, n = 20, 50, 100, are compared and ${\sigma }_d^2=0$.