Table 8 Comparison with Robust Rank Aggregation Method

1.

ρ = 0.5; g = g₁ + g₂ = 100

Exp1: e = 1.5 for g = 200

PSR Mean

1.000

0.7497

Exp2: e = 1.5 for g₁ = 100; e = 1 for g₂ = 100

PSR Var

1.98e-6

0.0012

Exp3: e = -0.5 for g₁ = 100; e = -2 for g₂ = 100

FDR Mean

0.2803

0.0912

Exp4: e = -1 for g₁ = 100; e = 1.5 for g₂ = 100

FDR Var

0.0011

0.0003

Exp5: e = 2 for g₁ = 100; e = -1 for g₂ = 100

2.

ρ = 0.5; g = g₁ + g₂ = 200

Exp1: e = 1.5 for g = 100

PSR Mean

0.9995

0.4995

Exp2: e = 1.5 for g₁ = 50; e = 1 for g₂ = 50

PSR Var

0.23e-06

0.0008

Exp3: e = -0.5 for g₁ = 50; e = -2 for g₂ = 50

FDR Mean

0.1399

0.0823

Exp4: e = -1 for g₁ = 50; e = 1.5 for g₂ = 50

FDR Var

0.0004

0.0004

Exp5: e = 2 for g₁ = 50; e = -1 for g₂ = 50

3.

ρ = 0.5; g = g₁ + g₂ = 400

Exp1: e = 1.5 for g = 100

PSR Mean

0.9992

0.1133

Exp2: e = 1.5 for g₁ = 50; e = 1 for g₂ = 50

PSR Var

2.23e-6

0.0002

Exp3: e = -0.5 for g₁ = 50; e = -2 for g₂ = 50

FDR Mean

0.0402

0.0796

Exp4: e = -1 for g₁ = 50; e = 1.5 for g₂ = 50

FDR Var

0.0001

0.0015

Exp5: e = 2 for g₁ = 50; e = -1 for g₂ = 50