Consider the following statements regarding the Expected Value of a discrete random variable:
Statement I: The Expected Value mathematically represents the theoretical long-run arithmetic mean that would be obtained if a random experiment were repeated an infinite number of times.
Statement II: The Expected Value is calculated by taking the sum of the products of each possible outcome value multiplied by its corresponding probability.
Statement III: The Expected Value of a random variable is mathematically identical to the variance of its distribution.
Which of the statements are correct?
Statement I and Statement II only
Statement II and Statement III only
Statement I, Statement II, and Statement III
Statement I and Statement III only
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