SGT

MARSA

Penalized likelihood

α = 0.05

α = 0.001

FDR = 0.05

FDR = 0.1

LASSO

ELASTA5*

ELASTA3**

CCorrelation 0

10 genes

0.649

0.17

0.554

0.702

0.692

0.85

0.852

0.854

10 genes

0.654

0.171

0.564

0.71

0.696

0.853

0.856

0.857

Correlation 0.4

10 correlated genes

1

1

1

1

0.585

0.981

0.994

0.998

10 independent genes

0.334

0.04

0.106

0.227

0.551

0.588

0.596

0.598

Correlation 0.6

10 correlated genes

1

1

1

1

0.479

0.955

0.986

0.996

10 independent genes

0.274

0.026

0.045

0.128

0.493

0.515

0.524

0.528

Correlation 0.8

10 correlated genes

1

1

1

1

0.331

0.874

0.97

0.994

10 independent genes

0.224

0.018

0.019

0.069

0.443

0.459

0.47

0.473