d0

LRSM

New-LRSM

n = 600

n = 800

n = 1000

n = 600

n = 800

n = 1000

0.1

959

983

968

960

980

985

λ ^ 1

0.500

0.500

0.497

0.498

0.499

0.499

λ ^ 2

0.750

0.750

0.751

0.750

0.750

0.750

S.D1

0.028

0.023

0.030

0.026

0.022

0.014

S.D2

0.009

0.006

0.007

0.009

5.7e-3

1.8e-3

MSE1

7.9e−4

5.4e−4

8.8e−4

7.1e−4

5.0e−4

2.0e−4

MSE2

8.0e−5

4.2e−5

5.7e−5

9.3e−5

3.3e−5

3.4e−6

0.2

716

795

779

738

801

847