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Determine whether or not the distribution is a discrete probability distribution and select the reason why or why not. x =2, 4, 8 and P(X = x) 3/8, 1/3 ,3/4

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Final answer:

The given distribution is not a discrete probability distribution, as the sum of the probabilities (3/8 + 1/3 + 3/4) exceeds one, violating the requirement that the total probability must be exactly one.

Step-by-step explanation:

To determine whether or not the distribution is a discrete probability distribution, we must check two essential characteristics. The first characteristic is that each probability value, P(X = x), must be between zero and one (inclusive). The second characteristic is that the sum of all the probability values must equal one.

For the given distribution with x = 2, 4, 8 and P(X = x) being 3/8, 1/3, and 3/4 respectively, we immediately notice an issue. When we calculate the sum of the probabilities, we have:

3/8 + 1/3 + 3/4 = 0.375 + 0.333 + 0.75 = 1.458

The sum of these probabilities is greater than one which violates the second characteristic of a discrete probability distribution. Therefore, the given distribution is not a discrete probability distribution.

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