Question
The type of household for the U.S. population and for a random sample of411households from a community in Montana are shown below. Type of HouseholdPercent
The type of household for the U.S. population and for a random sample of411households from a community in Montana are shown below.
Type of HouseholdPercent of U.S.
HouseholdsObserved Number
of Households in
the CommunityMarried with children26%110Married, no children29%101Single parent9%37One person25%100Other (e.g., roommates, siblings)11%63
Use a 5% level of significance to test the claim that the distribution of U.S. households fits the Dove Creek distribution.
(a)
What is the level of significance?
State the null and alternate hypotheses.
H0: The distributions are the same.H1: The distributions are the same.
H0: The distributions are the same.H1: The distributions are different.
H0: The distributions are different.H1: The distributions are different.
H0: The distributions are different.H1: The distributions are the same.
(b)
Find the value of the chi-square statistic for the sample. (Round the expected frequencies to two decimal places. Round the test statistic to three decimal places.)
Are all the expected frequencies greater than 5?
Yes
No
What sampling distribution will you use?
Student'st
chi-square
binomial
uniform
normal
What are the degrees of freedom?
(c)
Find or estimate theP-value of the sample test statistic. (Round your answer to three decimal places.)
(d)
Based on your answers in parts (a) to (c), will you reject or fail to reject the null hypothesis that the population fits the specified distribution of categories?
Since theP-value >, we fail to reject the null hypothesis.
Since theP-value >, we reject the null hypothesis.
Since theP-value, we reject the null hypothesis.
Since theP-value, we fail to reject the null hypothesis.
(e)
Interpret your conclusion in the context of the application.
At the 5% level of significance, the evidence is sufficient to conclude that the community household distribution does not fit the general U.S. household distribution.
At the 5% level of significance, the evidence is insufficient to conclude that the community household distribution does not fit the general U.S. household distribution.
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