A random variable is a numerical outcome of a random phenomenon, representing the possible values that result from a specific stochastic process. They can be classified as discrete or continuous, depending on whether they take on countable values or any value within a given range. Random variables are crucial in understanding uncertainty and variability in mathematical models, allowing for the quantification and analysis of risks and decisions.
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