Missing Completely At Random (MCAR) is a term used in statistical analysis to describe a scenario where the probability of data being missing is independent of both observed and unobserved data. In the context of cancer research, this means that any missing data points in a study occur entirely by chance and are not related to the characteristics of the patients or the variables being measured.