Exercise: Random Variables and Probab... · Q25
Q.A random variable has the following probability distribution: , , , . Find the value of and hence write the complete probability distribution.
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Concept understanding — Random Variable and Probability Distribution
A random variable is a real-valued function defined on the sample space of a random experiment, assigning a single number to every outcome. A discrete random variable takes finitely many distinct values , and its probability distribution is the table pairing each value with its probability . A valid probability distribution must satisfy two conditions: every , and the probabilities sum to exactly (). Constructing a distribution from a word problem means listing every possible value, computing each value's probability from the underlying sample space, and checking the sum-to-one condition as a safeguard.
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