Marginal probability refers to the probability of an event occurring irrespective of the outcomes of other variables, essentially summing or integrating over the probabilities of the other variables. It is a fundamental concept in probability theory and statistics, often used in the context of joint probability distributions to extract the probability of a single event or variable.