Citation:
A cumulative distribution function (CDF) is a mathematical function that describes the probability of a random variable being less than or equal to a certain value. CDFs provide a way to understand the distribution of probabilities across different outcomes, making it easier to analyze and visualize random variables. They are especially important in probability spaces and counting techniques as they help determine probabilities for discrete and continuous distributions.