Selection Bias Selection bias is defined as a bias when the subjects, groups or data is selected for the analysis is not randomly selected and forms a non representative sample of the given population. In other words, selection bias occurs where there is no randomization while selecting a sample and thus the selected sample is not a representative sample for the population. It is also known as selection effect. Some of the examples of selection bias are given below: