Appendix A
Additional Problems

The problems in this document may be used as extra review or practice for quizzes and exams. They are organized by chapter and are very similar in spirit to those found in the text. When referring to problems in this document, we will use the chapter number followed by the problem number. For example, Problem 1.3 refers to the third problem in the problem set for Chapter 1. The answers to these problems may be found in a companion document at this website.

Problems for Chapter 3

a.Of the 100 members of the U. S. Senate at the start of 2001, 50 were members of the Republican Party and 50 were members of the Democratic Party. Twelve senators had been elected to the national academic honor society Phi Beta Kappa as undergraduates in college. Four of the 12 were Republicans. If we assume that membership in Phi BetaKappa and political affiliation are independent events, determine the probability that: (i)exactly 4 of the 12 are Republicans; (ii) at most 4 are Republicans. [ Based on dataprovided by Priscilla Taylor, 2001, Personal communication. Also see The Key Reporter , 66 (2) : p. 4. ]
b. Of the 435 members of the U. S. House of Representatives at the start of 2001, 221 wereRepublicans. Twenty-six Representatives were members of Phi Beta Kappa as undergraduates, and of these 8 were Republicans. If we assume that membership in Phi Beta Kappa and political affiliation are independent events, determine the probability that: (i) exactly 8 of the 26 are Republicans; (ii) at most 8 are Republicans.


  1. A population has a normal distribution with mean µ = 50 and standard deviation s = 12.
    1. Calculate the probability that X is greater than 54.
    2. Calculate the probability that X is less than 32.
    3. Calculate the probability that X is greater than 50 but less than 77.
    4. Calculate the probability that X is less than 50 but greater than 28.
    5. Calculate the probability that X is less than 76.
    6. Calculate the probability that X is greater than 33.
    7. Calculate the probability that X is not between 40 and 60.
    8. Calculate the probability that X is between 35 and 65.
    9. Calculate the probability that X is between 32 and 57.
    10. Calculate the probability that X is not between 27 and 72.

a. A flower of genotype Aa is self-fertilized. What is the probability that of 10 seeds it produces, 3 or less will have an aa genotype?
b. What is the probability that exactly 3 of the 10 will have the aa genotype?

  1. Two persons are on a reducing diet. The first person weighs 178 lbs and belongs to an age and height group for which the mean weight is 144 lb with a standard deviation of 12 lbs. The second person weighs 194 lbs and belongs to an age and height group for which the mean weight is 160 lbs with a standard deviation of 16 lbs. Assuming weight to be normally distributed within each age and height group, use the Z distribution to determine which person is most overweight. Explain your rationale.

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