Missing Completely at Random (MCAR) is a data missingness mechanism where the probability of missing data on a variable is unrelated to any other measured or unmeasured variables in the dataset. This implies that the missing data are a random subset of the complete data, allowing for unbiased statistical analysis if the missingness is truly MCAR.