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. Author manuscript; available in PMC: 2022 Jan 1.
Published in final edited form as: Commun Stat Simul Comput. 2018 Feb 28;50(3):881–901. doi: 10.1080/03610918.2019.1571605

Table 2:

Model selection summary for Simulated data example.

Method used Nonzero coefficients Nonzero groups Turning parameter value (λ)
Group LASSO(n=100, p=200) 80 8 0.0294
Group SCAD(n=100, p=200) 20 2 0.1079
Group MCP(n=100, p=200) 10 1 0.1255