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What makes a function of a discrete variable a candidate for a discrete random variable distribution? What about the counterpart of this candidacy in the

  • What makes a function of a discrete variable a candidate for a discrete random variable distribution? What about the counterpart of this candidacy in the case of a continuous variable?
  • Explain the significance of the mean, variance, and standard deviation for a random variable. Does the significance change when passing from the discrete case to the continuous case?
  • Provide a detailed discussion on the distribution of a discrete random variable, in general terms, and then provide a numerical example of this distribution. What are the mean and the standard deviation in your example? How does this differ in the case where the random variable is continuous? Explain.
  • How does the probability of the union of disjoint events exhibit itself when dealing with a (discrete or continuous) random variable? Provide an example.

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