AP Statistics · Topic 4.7

Introduction to Random Variables and Probability Distributions Practice

Part of Probability, Random Variables, and Probability Distributions.(VAR-5.A)

Practice questions

10

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Sample questions

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  1. Sample 1difficulty 2/5

    A discrete RV takes values

    • A

      From a countable set

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    • B

      From the empty set

    • C

      Only 0 or 1

    • D

      From a continuous interval

    Why

    Countable values; continuous RVs take any value in an interval.

  2. Sample 2difficulty 2/5

    A Bernoulli RV (0/1) with success prob p has

    • A

      Mean p, Var p(1−p)

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    • B

      Mean 1/p

    • C

      Mean = 0.5

    • D

      Mean 0, Var 1

    Why

    Mean p, Var p(1−p).

  3. Sample 3difficulty 2/5

    X takes values 1, 2, 3 with P(1) = 0.1, P(2) = 0.3, P(3) = k.

    X P(X) 1 0.1 2 0.3 3 k

    What is k?

    • A

      0.6

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    • B

      0.4

    • C

      0.5

    • D

      1.0

    Why

    Probabilities sum to 1. So k = 1 - 0.1 - 0.3 = 0.6.

  4. Sample 4difficulty 2/5

    The probabilities in a PMF must sum to

    • A

      0.5

    • B

      0

    • C

      1

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    • D

      n

    Why

    Total probability across all outcomes = 1.

  5. Sample 5difficulty 2/5

    A random variable is

    • A

      An event

    • B

      A measurable function of the outcome of a chance process

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    • C

      A constant

    • D

      Always discrete

    Why

    RV maps outcomes to numbers; discrete or continuous.