In experimental design, is it necessary to do randomization? If yes, why?
Yes, it is necessary to use randomization while designing experiments. By randomization, we try to eliminate the bias as much as possible. The main purpose of randomization is it automatically controls for all lurking variables. Experiments with randomization establish a clearer causal relationship between explanatory variables and response variables by having control over explanatory variables.
