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. Author manuscript; available in PMC: 2019 Apr 5.
Published in final edited form as: Stat Appl Genet Mol Biol. 2018 Dec 15;17(6):/j/sagmb.2018.17.issue-6/sagmb-2018-0038/sagmb-2018-0038.xml. doi: 10.1515/sagmb-2018-0038

Tab. 2:

Summary of simulation results for Model B (n=1,000 and p=500).

|β| Methods FD FN FDP Power FD+FN

0.25 Univariate FDR 35.73 0.72 0.758 0.964 36.45
Cross-Validation 57.85 0.00 0.743 1.000 57.85
Knockoff 1.77 4.40 0.102 0.780 6.17
PS-Fdr 2.14 0.10 0.097 0.995 3.53
0.30 Univariate FDR 41.17 0.63 0.680 0.969 41.80
Cross-Validation 56.17 0.00 0.737 1.000 56.17
Knockoff 1.80 1.83 0.090 0.908 3.63
PS-Fdr 1.57 0.00 0.073 1.000 1.57
0.35 Univariate FDR 45.24 0.58 0.700 0.971 45.82
Cross-Validation 56.72 0.00 0.739 1.000 56.72
Knockoff 2.10 0.24 0.096 0.988 2.34
PS-Fdr 1.72 0.00 0.079 1.000 1.72
0.40 Univariate FDR 48.22 0.53 0.712 0.974 48.75
Cross-Validation 58.09 0.00 0.744 1.000 58.09
Knockoff 2.79 0.29 0.124 0.986 3.08
PS-Fdr 2.15 0.00 0.097 1.000 2.15