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AP Statistics 6.10 Setting Up a Test for the Difference of Two Population Proportions- MCQs - Exam Style Questions

Question

The Department of Health for a Midwestern state conducted an observational study in which users of public restrooms at several sites throughout the state were discreetly observed. Of the \(634\) females observed, \(476\) washed their hands. Of the \(561\) males observed, \(326\) washed their hands. What significance test should be used to determine whether these data provide sufficient evidence to reject the hypothesis that the proportion of females in this state that wash their hands when using a public restroom is the same as the proportion of males in this state that wash their hands when using a public restroom?
(A) One proportion z-test
(B) Two proportion z-test
(C) One sample z-test for a mean
(D) One sample t-test for a mean
(E) Two sample t-test for means
▶️ Answer/Explanation
Detailed solution

1. Identify the Parameter of Interest:
The study is comparing the **proportion** of hand-washers in two groups. This eliminates the tests for means (C, D, E).

2. Identify the Number of Groups:
Data were collected from two independent groups: \(634\) females and \(561\) males. The goal is to compare the proportions between these two groups.

3. Select the Appropriate Test:
The correct procedure for comparing two proportions from two independent samples is a **two-proportion z-test**.
Answer: (B)

Question

While hiking in the woods, you and your friends are abducted by aliens. The aliens want to study the human race, so they will place you in one of two groups based on your results of a ten question true-false test. Unfortunately, since you don’t understand their language, you’ll have to guess at the answers. Based on your observations of the people who were tested before you, if you get less than 8 correct, you are placed in the “experimentation” group. What is the probability that you will escape experimentation?
(A) 0.0107
(B) 0.9893
(C) 0.9453
(D) 0.0547
(Ε) 0.0439
▶️ Answer/Explanation
Detailed solution

This is a binomial probability problem.To escape experimentation, you must get 8 or more questions correct (i.e., 8, 9, or 10 correct) .

The parameters for the binomial distribution are:
–   Number of trials, $n = 10$ (ten questions).
–   Probability of success, $p = 0.5$ (guessing on a true-false test).

We need to find $P(X \ge 8) = P(X=8) + P(X=9) + P(X=10)$.
The binomial formula is $P(X=k) = \binom{n}{k} p^k (1-p)^{n-k}$.

1.   $P(X=8) = \binom{10}{8} (0.5)^8 (0.5)^2 = 45 \times (0.5)^{10} \approx 0.0439$
2.   $P(X=9) = \binom{10}{9} (0.5)^9 (0.5)^1 = 10 \times (0.5)^{10} \approx 0.0098$
3.   $P(X=10) = \binom{10}{10} (0.5)^{10} (0.5)^0 = 1 \times (0.5)^{10} \approx 0.0010$

Adding these probabilities together: $0.0439 + 0.0098 + 0.0010 = 0.0547$.

Answer: (D)

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