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Table 5 Percentage in decrease of mean power

From: Re-sampling strategy to improve the estimation of number of null hypotheses in FDR control under strong correlation structures

  ρ True π0 BYa SampG.qb SampS.qc SampG.md SampS.me
Data-B 0.3 0.9 48.57% 4.45% 3.93% 3.38% 3.54%
   0.8 41.43% 1.96% 2.06% 1.58% 1.79%
   0.7 36.81% 1.89% 2.01% 2.30% 2.42%
   0.6 34.73% 1.58% 1.63% 2.00% 2.18%
  0.5 0.9 18.21% 0.47% 0.52% 0.40% 0.51%
   0.8 11.02% 0.28% 0.46% 0.16% 0.34%
   0.7 10.55% 0.26% 0.36% 0.21% 0.28%
   0.6 10.38% 0.33% 0.57% 0.36% 0.53%
  0.7 0.9 5.67% 0.34% 0.52% 0.38% 0.54%
   0.8 5.73% 0.83% 1.21% 0.98% 1.15%
   0.7 7.91% 0.14% 0.49% 0.09% 0.31%
   0.6 4.40% 0.16% 0.41% 0.21% 0.35%
Data-M   0.9 11.85% 0.36% 0.53% 0.27% 0.53%
   0.8 9.50% 0.19% 0.36% 0.17% 0.36%
   0.7 7.99% 0.09% 0.23% 0.01% 0.12%
   0.6 7.76% 0.08% 0.19% 0.02% 0.15%
  1. a (Powerqvalue - PowerBY)/Powerqvalue
  2. b (Powerqvalue - PowerSampG.q)/Powerqvalue
  3. c (Powerqvalue - PowerSampS.q)/Powerqvalue
  4. e (Powerqvalue - PowerSampG.m)/Powerqvalue
  5. f (Powerqvalue - PowerSampS.m)/Powerqvalue