In: Statistics and Probability
URGENT
A simple random sample of front-seat occupants involved in car crashes is obtained. Among
29402940
occupants not wearing seat belts,
31
were killed. Among
7766
occupants wearing seat belts,
16
were killed. Use a
0.05
significance level to test the claim that seat belts are effective in reducing fatalities. Complete parts (a) through (c) below.
a. Test the claim using a hypothesis test.
Consider the first sample to be the sample of occupants not wearing seat belts and the second sample to be the sample of occupants wearing seat belts. What are the null and alternative hypotheses for the hypothesis test?
A.
Upper H 0H0:
p 1p1greater than or equals≥p 2p2
Upper H 1H1:
p 1p1not equals≠p 2p2
B.
Upper H 0H0:
p 1p1equals=p 2p2
Upper H 1H1:
p 1p1not equals≠p 2p2
C.
Upper H 0H0:
p 1p1not equals≠p 2p2
Upper H 1H1:
p 1p1equals=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 1p1equals=p 2p2
Upper H 1H1:
p 1p1less than
F.
Upper H 0H0:
p 1p1equals=p 2p2
Upper H 1H1:
p 1p1greater 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
▼
greater than
less than
the significance level of
alphaαequals=0.050.05,
so
▼
fail to reject
reject
the null hypothesis. There
▼
is not
is
sufficient evidence to support the claim that the fatality rate is higher for those not wearing seat belts.
b. Test the claim by constructing an appropriate confidence interval.
The appropriate confidence interval is
nothingless than
(Round to three decimal places as needed.)
What is the conclusion based on the confidence interval?
Because the confidence interval limits
▼
do not include
include
0, it appears that the two fatality rates are
▼
not equal.
equal.
Because the confidence interval limits include
▼
positive and negative
only negative
only positive
values, it appears that the fatality rate is
▼
lower
higher
the same
for those not wearing seat belts.
c. What do the results suggest about the effectiveness of seat belts?
A.
The results suggest that the use of seat belts is associated with lower fatality rates than not using seat belts.
B.
The results suggest that the use of seat belts is associated with the same fatality rates as not using seat belts.
C.
The results suggest that the use of seat belts is associated with higher fatality rates than not using seat belts.
D.
The results are inconclusive.
using excel>Addin<phstat>ywo sample test
we have
Z Test for Differences in Two Proportions | ||||
Data | Confidence Interval Estimate | |||
Hypothesized Difference | 0 | of the Difference Between Two Proportions | ||
Level of Significance | 0.05 | |||
Group 1 | Data | |||
Number of Items of Interest | 31 | Confidence Level | 95% | |
Sample Size | 2940 | |||
Group 2 | Intermediate Calculations | |||
Number of Items of Interest | 16 | Z Value | -1.959963985 | |
Sample Size | 7766 | Std. Error of the Diff. between two Proportions | 0.001952792 | |
Interval Half Width | 0.003827403 | |||
Intermediate Calculations | ||||
Group 1 Proportion | 0.010544218 | Confidence Interval | ||
Group 2 Proportion | 0.002060263 | Interval Lower Limit | 0.004656552 | |
Difference in Two Proportions | 0.008483955 | Interval Upper Limit | 0.012311358 | |
Average Proportion | 0.004390062 | |||
Z Test Statistic | 5.926211873 | |||
Upper-Tail Test | ||||
Upper Critical Value | 1.644853627 | |||
p-Value | 1.55001E-09 | |||
Reject the null hypothesis |
a. Test the claim using a hypothesis test.
the null and alternative hypotheses for the hypothesis test
F.
H0:p 1=p 2
H1:p1>p2
Identify the test statistic.
z =5.93
P-value =0.000
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. Thereis sufficient evidence to support the claim that the fatality rate is higher for those not wearing seat belts.
b. Test the claim by constructing an appropriate confidence interval.
The appropriate confidence interval is (0.004 ,0.012)
Because the confidence interval limits include only positive values, it appears that the fatality rate is higher for those not wearing seat belts.
c. What do the results suggest about the effectiveness of seat belts?
A.
The results suggest that the use of seat belts is associated with lower fatality rates than not using seat belts.