A cumulative distribution function (CDF) is a mathematical function that describes the probability that a random variable takes on a value less than or equal to a specified value. It provides a complete description of the probability distribution, whether for discrete or continuous random variables, and is fundamental in understanding how probabilities accumulate over intervals.
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