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Table 8 Median of 100×ISE for the GSS deconvolution estimators with CV, MISE, and PI bandwidths, and the nonparametric (NP) estimator with PI bandwidth. Sample size n=100

From: Density deconvolution for generalized skew-symmetric distributions

Ï€

(NSR,U)

CV

MISE

PI

NP

Ï€ 0

(0.2,N)

0.727

0.630

0.526

0.810

 

(0.5,N)

1.162

1.154

0.771

1.452

 

(0.2,L)

0.761

0.736

0.576

0.792

 

(0.5,L)

0.978

1.011

0.755

1.110

Ï€ 1

(0.2,N)

2.946

2.726

3.191

3.553

 

(0.5,N)

3.887

3.896

5.940

5.443

 

(0.2,L)

2.695

2.556

3.220

2.898

 

(0.5,L)

3.382

3.356

5.613

4.050

Ï€ 2

(0.2,N)

2.916

2.360

2.410

2.612

 

(0.5,N)

5.987

5.751

4.918

5.330

 

(0.2,L)

2.190

1.843

1.663

1.732

 

(0.5,L)

4.407

4.143

4.856

2.769