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. Author manuscript; available in PMC: 2020 Apr 1.
Published in final edited form as: Stat Sin. 2019 Apr;29(2):877–894. doi: 10.5705/ss.202016.0449

Table 1.

Simulation: empirical coverage probability under Case 1. (SS, FR, Cor) = (sample size, failure rate, correlation structure). Targeted coverage is 95%.

Proposed

(SS, FR, Cor) MCP LASSO Oracle Only.X
(450, 60%, Ind) 0.955 0.922 0.950 0.790
(300, 90%, Ind) 0.938 0.935 0.968 0.935
(300, 60%, Ind) 0.943 0.838 0.940 0.863
(450, 60%, AR) 0.945 0.970 0.885 0.818
(300, 90%, AR) 0.922 0.955 0.945 0.897
(300, 60%, AR) 0.943 0.943 0.902 0.905
(450, 60%, CS) 0.965 0.968 0.940 0.938
(300, 90%, CS) 0.892 0.907 0.978 0.887
(300, 60%, CS) 0.910 0.917 0.897 0.938