 In the design of experiments, the simplest design for comparing treatments is the "completely randomized design".Some "restriction on randomization" can occur with blocking and experiments that have hard-to-change factors; additional restrictions on randomization can occur when a full randomization is infeasible or when it is desirable to reduce the variance of estimators of selected effects.Randomization of treatment in clinical trials pose ethical problems.