In: Statistics and Probability
In a random sample of males, it was found that
1919
write with their left hands and
215215
do not. In a random sample of females, it was found that
6969
write with their left hands and
453453
do not. Use a
0.050.05
significance level to test the claim that the rate of left-handedness among males is less than that among females. Complete parts (a) through (c) below.
a. Test the claim using a hypothesis test.
Consider the first sample to be the sample of males and the second sample to be the sample of females. 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 1p1less 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 1p1equals=p 2p2
Upper H 1H1:
p 1p1less than<p 2p2
E.
Upper H 0H0:
p 1p1greater than or equals≥p 2p2
Upper H 1H1:
p 1p1not equals≠p 2p2
F.
Upper H 0H0:
p 1p1not equals≠p 2p2
Upper H 1H1:
p 1p1equals=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
▼
reject
fail to reject
the null hypothesis. There
▼
is sufficient
is not sufficient
evidence to support the claim that the rate of left-handedness among males is less than that among females.
b. Test the claim by constructing an appropriate confidence interval.
The
9090%
confidence interval is
nothingless than<left parenthesis p 1 minus p 2 right parenthesisp1−p2less than<nothing.
(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 rates of left-handedness are
▼
not equal.
equal.
There
▼
is not sufficient
is sufficient
evidence to support the claim that the rate of left-handedness among males is less than that among females.
c. Based on the results, is the rate of left-handedness among males less than the rate of left-handedness among females?
A.The rate of left-handedness among males
does notdoes not
appear to be less than the rate of left-handedness among females because the results are statistically significant.
B.The rate of left-handedness among males
does notdoes not
appear to be less than the rate of left-handedness among females because the results are not statistically significant.
C.The rate of left-handedness among males
doesdoes
appear to be less than the rate of left-handedness among females.
D.
The results are inconclusive.