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Table 3 Sample size and overall probability of correctly selecting a superior arm in SSD for different response rates based on 1 million replications

From: Screened selection design for randomised phase II oncology trials: an example in chronic lymphocytic leukaemia

Scenario

Undesirable rate, p0

Desirable rates

n

Nominal alpha (exact alpha)

Nominal beta (exact beta)

First segment (Simon’s 2 stage)

Overall probability of correctly selecting a superior arm

  

pA*

pB

   

r1/n1

r/n

 

1

1%

20%

35%

29

0.05 (0.026)

0.05 (0.049)

0/14

1/29

0.900

2

5%

20%

35%

29

0.2 (0.169)

0.06 (0.059)

0/18

2/29

0.901

3

10%

30%

45%

35

0.2 (0.187)

0.05 (0.049)

2/19

4/35

0.903

4

15%

30%

45%

35

0.2 (0.197)

0.15 (0.122)

5/28

6/35

0.903

5

20%

40%

55%

37

0.18 (0.177)

0.05 (0.048)

3/19

9/37

0.902

6

25%

40%

55%

37

0.2 (0.191)

0.14 (0.138)

4/22

11/37

0.902

7

30%

50%

65%

36

0.2 (0.160)

0.07 (0.070)

5/21

13/36

0.901

8

35%

50%

65%

36

0.2 (0.198)

0.2 (0.191)

9/24

14/36

0.900

9

40%

60%

75%

32

0.2 (0.159)

0.1 (0.100)

8/21

15/32

0.900

10

45%

60%

75%

32

0.2 (0.198)

0.21 (0.204)

12/25

16/32

0.900

11

50%

70%

85%

26

0.2 (0.161)

0.13 (0.128)

7/16

15/26

0.904

12

55%

70%

85%

26

0.2 (0.194)

0.23 (0.230)

10/20

16/26

0.903

13

60%

80%

95%

16

0.2 (0.163)

0.21 (0.209)

4/8

11/16

0.904

14

65%

80%

95%

16

0.2 (0.191)

0.36 (0.357)

7/10

11/16

0.901

  1. p0 : response proportion of a poor drug.
  2. pA : response proportion of Arm A.
  3. pB : response proportion of Arm B.
  4. alpha : probability of rejecting p ≤ p0 when this is true (exact alpha provided in parenthesis).
  5. beta : probability of rejecting p ≥ pA* when this is true (exact beta provided in parenthesis).
  6. pA is taken as the minimum response rate of a good drug.
  7. n1 : no. of subjects required for Stage 1 in Simon’s 2 stage.
  8. r1 : maximum number of successes in which will terminate trial.
  9. r : maximum number of successes at the end of Stage 2 not to warrant further investigation.