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According to a recent U.S. Bureau of Labor Statistics report, the proportion of married couples with children in which both parents work outside the home is 59%. You select an SRS of 50married couples with children and let role="math" localid="1668496807604" p^=the sample proportion of couples in which both parents work outside the home.

a. Identify the mean of the sampling distribution of p^.

b. Calculate and interpret the standard deviation of the sampling distribution ofp^. Verify that the 10%condition is met.

c. Describe the shape of the sampling distribution of p^. Justify your answer.

Short Answer

Expert verified

Part a. 0.59

Part b. 0.0696

Part c. Approximately normal

Step by step solution

01

Part a. Step 1. Given information

p=59%=0.59n=50

02

Part a. Step 2. Calculation

The mean of the sampling distribution of the sample proportions is same to the population proportion p.

μp^=p=59%=0.59

03

Part b. Step 1. Formula Used

σp^=p(1-p)n

04

Part b. Step 2. Calculation

The mean of the sampling distribution of the sample proportions is same to the population proportion p.

μp^=p=59%=0.59

The standard deviation of the sampling distribution is

σp^=p(1-p)n=0.59(1-0.59)50=0.0696

The proportion of couples in which both parents work outside the home among 50married couples varies on average by0.0696 from the mean of0.59.

05

Part c. Step 1. Explanation

The sampling distribution of the sample proportions p^is about Normal is the large counts condition is satisfied that is when np≥10and n(1-p)≥10.

np=50(0.59)=29.5≥10n(1-p)=50(1-0.59)=20.5≥10

Since the large counts condition is satisfied, the sampling distribution of the sample proportion is approximately Normal.

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c. Mean role="math" localid="1654342976765" =515/100,SD=114/100

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