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Table 4 Average type I error rate

From: Unsupervised gene set testing based on random matrix theory

# Cov. struct., n, σ 2, ρ TWT MPDT MLRT SGSE
MVN-1 Identity, 100, 1, 0 0.049 0.049 0.050 0.050
MVN-2 Scaled Identity, 100, 2, 0 0.050 0.045 0.049 0.052
MVN-3 Compound sym., 20, 1, 0.1 0.053 0.051 0.051 0.049
MVN-4 Compound sym., 50, 1, 0.1 0.049 0.045 0.048 0.051
MVN-5 Compound sym., 100, 1, 0.1 0.046 0.051 0.051 0.051
MVN-6 Compound sym., 100, 2, 0.1 0.048 0.051 0.048 0.046
MVN-7 Compound sym., 100, 1, 0.2 0.049 0.049 0.052 0.050
Binom-1 Compound sym., 100, 1, 0.1 0.044 0.054 0.053 0.048
  1. Average type I error rate for each of the evaluated competitive methods computed on 1000 simulated data sets for the eight simulation designs detailed in Table 2