Caliper matching is a statistical technique used in observational studies to reduce selection bias by matching subjects from different groups based on specific criteria. In the context of cancer research, this method can match patients receiving a particular treatment with those who are not, ensuring that the comparison between these groups is as fair and unbiased as possible.