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Table 1 Sample size calculation for simulation study (and r ̂ 1 ) with r 1  =  8 0 at FDR = 1 %, 5 % and 1 0 % when w  =  1 , m  =  1 0 0 0 0 , m 1  =  1 0 0

From: Sample size calculation based on exact test for assessing differential expression analysis in RNA-seq data

   

μ 0 =1

  

μ 0 =5

 
   

FDR

 

FDR

log2( ρ)

ϕ

1%

5%

10%

1%

5%

10%

0.5

0.1

365 (81)

305 (84)

278 (88)

104 (81)

87 (84)

79 (88)

 

0.5

518 (81)

433 (84)

394 (88)

257 (81)

215 (84)

196 (89)

1.0

0.1

79 (81)

67 (84)

61 (87)

24 (82)

20 (84)

19 (91)

 

0.5

119 (81)

99 (83)

91 (88)

63 (82)

53 (85)

48 (89)

1.5

0.1

31 (82)

26 (83)

24 (86)

10 (83)

9 (90)

8 (91)

 

0.5

49 (81)

41 (83)

38 (88)

28 (83)

23 (84)

21 (86)

2.0

0.1

16 (85)

13 (84)

12 (86)

6 (90)

5 (92)

4 (86)

 

0.5

26 (82)

22 (84)

20 (86)

16 (84)

13 (85)

12 (89)

2.5

0.1

8 (85)

7 (89)

6 (87)

3 (78)

3 (81)

3 (98)

 

0.5

14 (83)

12 (87)

11 (84)

10 (82)

9 (90)

8 (91)