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Table 2 TPR, FPR, and FDR in variable selection with 50 replications (exponential distribution)

From: Bayesian variable selection for parametric survival model with applications to cancer omics data

Method Scenario 1 (p = 1000) Scenario 2 (p = 5000)
TPR FPR FDR TPR FPR FDR
LASSO.se 0.657 1.25E−03 0.239 0.327 1.36E−04 0.258
LASSO.min 0.920 2.11E−02 0.792 0.713 4.60E−03 0.843
EBIC (τ = 0) 0.743 1.19E−03 0.209 0.703 5.78E−03 0.872
EBIC (τ = 0.5) 0.730 7.85E−04 0.151 0.480 1.48E−04 0.204
EBIC (τ = 1.0) 0.710 6.24E−04 0.127 0.377 2.00E−05 0.042
  1. Abbreviations: TPR, true positive rate; FPR, false positive rate; FDR, false discovery rate