Wackerly/Mendenhall/Schaeffer Problem 2.19: Assignment of Probabilities

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SUMMARY

The discussion centers on the assignment of probabilities based on the median family income reported by the Bureau of the Census for 1991, which was $35,353. The sample space for three surveyed families consists of eight possible income combinations: EEE, EEB, EBE, EBB, BEE, BEB, BBE, and BBB. The calculated probabilities for events A (at least two families exceeding the median), B (exactly two families exceeding the median), and C (exactly one family below the median) are P(A) = 1/2, P(B) = 3/8, and P(C) = 1/4. The discrepancy with the book's answer suggests a potential error in the book's probability assignments.

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  • Knowledge of event notation in probability (e.g., E for exceeding median)
  • Ability to analyze sample spaces and simple events
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Ackbach
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The Bureau of the Census reports that the median family income for all families in the United States during the year $1991$ was $\$35,353$. That is, half of all American families had incomes exceeding this amount and half had incomes equal to or below this amount (Wright 1992, p. 242). Suppose that three families are surveyed and that each one reveals whether their income exceeded $\$35,353$ in $1991$.

  • List the points in the sample space.
  • Identify the simple events in each of the following events:
    • At least two had incomes exceeding $\$35,353$.
    • Exactly two had incomes exceeding $\$35,353$.
    • Exactly one had income less than or equal to $\$35,353$.
  • Make use of the given information for the median to assign probabilities to the simple events and find $P(A), P(B),$ and $P(C)$.

Answer

  1. Let $E$ mean a family's income exceeds the median, and $B$ mean a family's income was below the median. Then the sample space consists of eight entries: $EEE, EEB, EBE, EBB, BEE, BEB, BBE, BBB$.
  2. We have that \begin{align*} A&=\{EEE, EEB, EBE, BEE\} \\ B&=\{EEB, EBE, BEE\} \\ C&=B. \end{align*}
  3. The probability of each simple event is equal, so $1/8$. $P(A)=1/2$, and $P(B)=P(C)=3/8$.

The problem is that the book's answer is $P(A)=11/16, P(B)=3/8,$ and $P(C)=1/4$. I'm thinking the book assigned different probabilities to the simple events. Why did the book do that? What would be the justification for doing so?
 
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Hi Ackbach,

Your answers look right to me. So maybe there is an error in the book.
 

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