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Table 1 Simulation results. In this table, μ1 = 0, λ1 = .0001, λ2 = .0005, δ = μ1, λ = λ1, and σ = .05.

From: A Bayesian Analysis for Identifying DNA Copy Number Variations Using a Compound Poisson Process

 

When

When

n

v

f

MSE

v

f

MSE

 

3

2.8870

0.8210

0.4034

3

2.8960

0.8630

0.2903

12

6

5.9710

0.9040

0.3774

6

5.9510

0.9070

0.4635

 

9

8.7930

0.8560

1.6906

9

8.9130

0.8940

0.8038

 

5

5.0010

0.9800

0.0230

5

5.0050

0.9910

0.0150

20

10

10.0180

0.9800

0.0200

10

10.0110

0.9850

0.0150

 

15

15.0090

0.9800

0.0310

15

15.0130

0.9810

0.0190

 

8

8.0070

0.9930

0.0070

8

8.0040

0.9960

0.0040

32

16

16.0020

0.9900

0.0100

16

16.0000

0.9980

0.0020

 

24

24.0020

0.9960

0.0040

24

23.9980

0.9980

0.0020

 

10

10.0020

0.9980

0.0020

10

10.0030

0.9970

0.0000

40

20

20.0040

0.9960

0.0040

20

20.010

0.9990

0.0010

 

30

30.0000

1.0000

0.0040

30

30.0010

0.9990

0.0010

 

20

20.000

1.0000

0.0000

20

20.0000

1.0000

0.0000

80

40

40.0000

1.0000

0.0000

40

40.0000

1.0000

0.0000

 

60

60.0000

1.0000

0.0000

60

60.0000

1.0000

0.0000

 

30

30.0030

0.9970

0.0030

30

30.0000

1.0000

0.0000

120

60

60.0000

1.0000

0.0000

60

60.0000

1.0000

0.0000

 

90

90.0000

1.0000

0.0000

90

90.0000

1.0000

0.0000