Conduct the following test at the
alphaαequals=0.010.01
level of significance by determining (a) the null and alternative hypotheses, (b) the test statistic, and (c) the P-value. Assume that the samples were obtained independently using simple random sampling.Test whether
p 1 not equals p 2p1≠p2.
Sample data are
x 1 equals 30x1=30,
n 1 equals 254n1=254,
x 2 equals 38x2=38,
and
n 2 equals 302n2=302.
(a) Determine the null and alternative hypotheses. Choose the correct answer below.
A.
Upper H 0 : p 1 equals p 2H0: p1=p2
versus Upper H 1 : p 1 not equals p 2H1: p1≠p2
B.
Upper H 0 : p 1 equals p 2H0: p1=p2
versus Upper H 1 : p 1 less than p 2H1: p1<p2
C.
Upper H 0 : p 1 equals p 2H0: p1=p2
versus Upper H 1 : p 1 greater than p 2H1: p1>p2
D.
Upper H 0 : p 1 equals 0H0: p1=0
versus Upper H 1 : p 1 equals 0H1: p1=0(b) The test statistic
z 0z0
is
nothing.
(Round to two decimal places as needed.)(c) The P-value is
nothing.
(Round to three decimal places as needed.)
Test the null hypothesis. Choose the correct conclusion below.
A.Do not reject the null hypothesis because there is not sufficient evidence to conclude that
p 1 not equals p 2p1≠p2.
B.Reject the null hypothesis because there is not sufficient evidence to conclude that
p 1 less than p 2p1<p2.
C.Reject the null hypothesis because there is sufficient evidence to conclude that
p 1 not equals p 2p1≠p2.
D.Do not reject the null hypothesis because there is sufficient evidence to conclude that
p 1 greater than p 2p1>p2.
The statistical software output for this problem is:
Hence,
Hypotheses: Option A is correct.
Test statistic = -0.28
P - value = 0.78
Conclusion: Option A is correct.
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