In: Math
A study was conducted to determine the proportion of people who dream in black and white instead of color. Among
306
people over the age of 55,
67
dream in black and white, and among
287
people under the age of 25,
14
dream in black and white. Use a
.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.
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 1p1equals=p 2p2
Upper H 1H1:
p 1p1not equals≠p 2p2
B.
Upper H 0H0:
p 1p1greater than or equals≥p 2p2
Upper H 1H1:
p 1p1not equals≠p 2p2
C.
Upper H 0H0:
p 1p1equals=p 2p2
Upper H 1H1:
p 1p1greater than>p 2p2
D.
Upper H 0H0:
p 1p1less than or equals≤p 2p2
Upper H 1H1:
p 1p1not equals≠p 2p2
E.
Upper H 0H0:
p 1p1not equals≠p 2p2
Upper H 1H1:
p 1p1equals=p 2p2
F.
Upper H 0H0:
p 1p1equals=p 2p2
Upper H 1H1:
p 1p1less than<p 2p2
Identify the test statistic.
zequals=nothing
(Round to two decimal places as needed.)
Identify the P-value.
P-valueequals=nothing
(Round to three decimal places as needed.)
What is the conclusion based on the hypothesis test?
The P-value is
▼
less than
greater than
the significance level of
alphaαequals=0.050.05,
so
▼
fail to reject
reject
the null hypothesis. There is
▼
sufficient
insufficient
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.
More
A study was conducted to determine the proportion of people who dream in black and white instead of color. Among 306 people over the age of 55, 67 dream in black and white, and among 287 people under the age of 25, 14 dream in black and white. Use a .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.
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?
C.
Upper H0:p1=p2
Upper H1:p 1>p2
Identify the test statistic.
Z =6.03
(Round to two decimal places as needed.)
Identify the P-value.
P-value =0.000
(Round to three decimal places as needed.)
What is the conclusion based on the hypothesis test?
The P-value is less than the significance level of α=0.05,
So reject the null hypothesis. There is 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.
Z Test for Differences in Two Proportions |
|
Data |
|
Hypothesized Difference |
0 |
Level of Significance |
0.05 |
Group 1 |
|
Number of Items of Interest |
67 |
Sample Size |
306 |
Group 2 |
|
Number of Items of Interest |
14 |
Sample Size |
287 |
Intermediate Calculations |
|
Group 1 Proportion |
0.218954248 |
Group 2 Proportion |
0.048780488 |
Difference in Two Proportions |
0.170173761 |
Average Proportion |
0.1366 |
Z Test Statistic |
6.0304 |
Upper-Tail Test |
|
Upper Critical Value |
1.645 |
p-Value |
0.0000 |
Reject the null hypothesis |