A random variable is a numerical outcome derived from a random phenomenon, which can take on different values based on the outcomes of an uncertain event. Random variables are essential for modeling and analyzing the behavior of stochastic processes, allowing us to calculate important metrics such as expectation and variance. They can be classified into discrete or continuous types, depending on the nature of their possible values.
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