Table 1.
Probability of stratified and unstratified randomization procedures to keep the 5% level for BSD(9), CR, EBC(0.67) and PBR(4) depending on the amount of selection and time-trend bias for different allocation ratios and analysis using weighted (), unweighted (wj = 1) and unstratified (us) t test.
Allocation ratio | Θ | η | Randomization procedure | Stratified randomization |
Unstratified randomization |
||||
---|---|---|---|---|---|---|---|---|---|
test | wj = 1 test | us-test | test | wj = 1 test | us-test | ||||
0.05 | 0 | BSD (9) | 0.58 | 0.27 | 0.71 | 0.58 | 0.27 | 0.67 | |
CR | 0.58 | 0.28 | 0.67 | 0.58 | 0.28 | 0.68 | |||
EBC (0.67) | 0.85 | 0.41 | 0.95 | 0.76 | 0.41 | 0.96 | |||
PBR (4) | 1.00 | 0.93 | 1.00 | 1.00 | 0.93 | 1.00 | |||
0 | 0.05 | BSD (9) | 0.35 | 0.12 | 0.47 | 0.35 | 0.12 | 0.47 | |
CR | 0.34 | 0.11 | 0.46 | 0.34 | 0.11 | 0.47 | |||
EBC (0.67) | 0.11 | 0.04 | 0.19 | 0.17 | 0.04 | 0.19 | |||
PBR (4) | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |||
0.05 | 0.05 | BSD (9) | 0.43 | 0.17 | 0.66 | 0.41 | 0.17 | 0.63 | |
CR | 0.42 | 0.17 | 0.63 | 0.42 | 0.17 | 0.63 | |||
EBC (0.67) | 0.22 | 0.08 | 0.84 | 0.30 | 0.08 | 0.86 | |||
PBR (4) | 0.03 | 0.00 | 1.00 | 0.03 | 0.00 | 1.00 | |||
0.05 | 0 | BSD (9) | 0.57 | 0.31 | 0.76 | 0.59 | 0.31 | 0.67 | |
CR | 0.59 | 0.32 | 0.68 | 0.59 | 0.32 | 0.68 | |||
EBC (0.67) | 0.82 | 0.52 | 0.97 | 0.74 | 0.52 | 0.96 | |||
PBR (4) | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||
0 | 0.05 | BSD (9) | 0.35 | 0.16 | 0.47 | 0.34 | 0.16 | 0.47 | |
CR | 0.34 | 0.16 | 0.47 | 0.36 | 0.16 | 0.47 | |||
EBC (0.67) | 0.11 | 0.04 | 0.20 | 0.15 | 0.04 | 0.20 | |||
PBR (4) | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |||
0.05 | 0.05 | BSD (9) | 0.42 | 0.23 | 0.69 | 0.43 | 0.23 | 0.62 | |
CR | 0.43 | 0.23 | 0.63 | 0.42 | 0.23 | 0.63 | |||
EBC (0.67) | 0.22 | 0.10 | 0.88 | 0.29 | 0.10 | 0.87 | |||
PBR (4) | 0.03 | 0.00 | 1.00 | 0.02 | 0.00 | 1.00 | |||
8 × 10 | 0.05 | 0 | BSD (2) | 0.79 | 0.13 | 0.98 | 0.68 | 0.13 | 0.66 |
CR | 0.69 | 0.10 | 0.68 | 0.68 | 0.10 | 0.68 | |||
EBC (0.67) | 0.78 | 0.12 | 0.91 | 0.71 | 0.12 | 0.96 | |||
PBR (2) | 1.00 | 0.36 | 1.00 | 0.81 | 0.36 | 1.00 | |||
0 | 0.05 | BSD (2) | 0.00 | 0.00 | 0.15 | 0.04 | 0.00 | 0.48 | |
CR | 0.05 | 0.00 | 0.48 | 0.05 | 0.00 | 0.47 | |||
EBC (0.67) | 0.01 | 0.00 | 0.21 | 0.02 | 0.00 | 0.19 | |||
PBR (2) | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |||
0.05 | 0.05 | BSD (2) | 0.00 | 0.00 | 0.86 | 0.05 | 0.00 | 0.63 | |
CR | 0.05 | 0.00 | 0.62 | 0.05 | 0.00 | 0.63 | |||
EBC (0.67) | 0.01 | 0.00 | 0.79 | 0.02 | 0.00 | 0.86 | |||
PBR (2) | 0.00 | 0.00 | 1.00 | 0.00 | 0.00 | 1.00 |
BSD: big stick design; EBC: Efron's biased coin design; PBR: permuted block randomization; CR: complete randomization.