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Table 2 FDR at significance level 0.05

From: HIMA2: high-dimensional mediation analysis and its application in epigenome-wide DNA methylation data

 

\(\rho =0\)

\(\rho =0.25\)

\(p=1000\)

\(p=5000\)

\(p=1000\)

\(p=5000\)

Method

\(n=300\)

\(n=600\)

\(n=300\)

\(n=600\)

\(n=300\)

\(n=600\)

\(n=300\)

\(n=600\)

HIMA2

0.0110

0.0030

0.0634

0.0214

0.0094

0.0053

0.0569

0.0202

HIMA

0.0225

0.0149

0.0316

0.0316

0.0244

0.0238

0.0320

0.0301

HDMA

0.2067

0.2553

0.2994

0.3739

0.1880

0.2299

0.2712

0.3678

 

\(\rho =0.50\)

\(\rho =0.75\)

\(p=1000\)

\(p=5000\)

\(p=1000\)

\(p=5000\)

Method

\(n=300\)

\(n=600\)

\(n=300\)

\(n=600\)

\(n=300\)

\(n=600\)

\(n=300\)

\(n=600\)

HIMA2

0.0099

0.0039

0.0351

0.0129

0.0055

0.0026

0.0097

0.0025

HIMA

0.0322

0.0253

0.0339

0.0281

0.0325

0.0232

0.0306

0.0327

HDMA

0.1482

0.1764

0.2533

0.3174

0.0990

0.1211

0.1740

0.1816