Question
A study was conducted to determine the proportion of people who dream in black and white instead of color. Among 289289 people over the age
A study was conducted to determine the proportion of people who dream in black and white instead of color. Among
289289
people over the age of 55,
6363
dream in black and white, and among
284284
people under the age of 25,
1010
dream in black and white. Use a
0.050.05
significance level to test the claim that the proportion of people over 55 who dream in black and white is greater than the proportion for those under 25. Complete parts (a) through (c) below.
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Part 1
a. Test the claim using a hypothesis test.
Consider the first sample to be the sample of people over the age of 55 and the second sample to be the sample of people under the age of 25. What are the null and alternative hypotheses for the hypothesis test?
A.
Upper H 0H0:
p 1p1less than or equalsp 2p2
Upper H 1H1:
p 1p1not equalsp 2p2
B.
Upper H 0H0:
p 1p1equals=p 2p2
Upper H 1H1:
p 1p1less than
C.
Upper H 0H0:
p 1p1greater than or equalsp 2p2
Upper H 1H1:
p 1p1not equalsp 2p2
D.
Upper H 0H0:
p 1p1equals=p 2p2
Upper H 1H1:
p 1p1not equalsp 2p2
E.
Upper H 0H0:
p 1p1equals=p 2p2
Upper H 1H1:
p 1p1greater than>p 2p2
F.
Upper H 0H0:
p 1p1not equalsp 2p2
Upper H 1H1:
p 1p1equals=p 2p2
Part 2
Identify the test statistic.
zequals=enter your response here
(Round to two decimal places as needed.)
Part 3
Identify the P-value.
P-valueequals=enter your response here
(Round to three decimal places as needed.)
Part 4
What is the conclusion based on the hypothesis test?
The P-value is
greater than
less than
the significance level of
alphaequals=0.050.05,
so
reject
fail to reject
the null hypothesis. There is
insufficient
sufficient
evidence to support the claim that the proportion of people over 55 who dream in black and white is greater than the proportion for those under 25.
Part 5
b. Test the claim by constructing an appropriate confidence interval.
The
9090%
confidence interval is
enter your response hereless than (Round to three decimal places as needed.) Part 6 What is the conclusion based on the confidence interval? Because the confidence interval limits include do not include 0, it appears that the two proportions are equal. not equal. Because the confidence interval limits include only positive positive and negative only negative values, it appears that the proportion of people over 55 who dream in black and white is lesser than greater than not significantly different from the proportion for those under 25. Part 7 c. An explanation for the results is that those over the age of 55 grew up exposed to media that was displayed in black and white. Can these results be used to verify that explanation? A. Yes. The results can be used to verify the given explanation because the difference in proportions is statistically significant. B. Yes. The results can be used to verify the given explanation because the difference in proportions is practically significant. C. No. The results speak to a possible difference between the proportions of people over 55 and under 25 who dream in black and white, but the results cannot be used to verify the cause of such a difference. D. No. The results speak to a possible difference between the proportions of people over 55 and under 25 who dream in black and white, but the results are not statistically significant enough to verify the cause of such a difference.
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