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Table 2 Maximum likelihood estimated parameter values of ψI for lung cancer example

From: Distributions associated with simultaneous multiple hypothesis testing

Model parameters

Log-

\(\,\hat \theta _{0}\,\) to

I

Symbol

Estimate

Std Err

Likelihood

Difference

estimate π0

1

θ1

0.448

0.007

2147.48

0.552

2

θ1

0.0

0.020

2579.47

863.98

0.684

 

θ2

0.158

0.006

   

3

θ1

0.174

0.034

2641.32

123.70

0.684

 

θ2

0.0008

0.020

   
 

θ3

0.0233

0.0028

   

4

θ1

0.100

0.0497

2643.49

4.33

0.698

 

θ2

0.0761

0.0423

   
 

θ3

0.000493

0.0119

   
 

θ4

0.00195

0.0010

   

5

   

Same as I=4