Table 1.
Objective | Desired feature(s) of a randomization procedure |
---|---|
Mitigate potential for selection bias | A procedure should have high degree of randomness. |
Mitigate potential for chronological bias. | A procedure should balance treatment assignments over time. |
Valid and efficient treatment comparison |
A procedure should have established statistical properties, provide strong control of false positive rate and yield unbiased, low variance estimates of the treatment difference. A procedure should preserve the unconditional allocation ratio (e.g. 1:1) at every allocation step and achieve approximately or exactly the target sample sizes per group. |
Ease of implementation | Validated statistical software for implementing a randomization procedure must be in place. |