In each part, we have given the value obtained for the test statistic, z, in a one-mean z-test. We have also specified whether the test is two tailed, left tailed, or right tailed. Determine the P-value in each case and decide whether, at the 5%significance level, the data provide sufficient evidence to reject the null hypothesis in favor of the alternative hypothesis.

a. z=-1.25; left-tailed test

b. z=2.36; right-tailed test

c. z=1.83; two-tailed test

Short Answer

Expert verified

For a. the data does not provide sufficient evidence, for b, the data provides sufficient evidence; and for c. the data does not provide sufficient evidence.

Step by step solution

01

Step 1. Given Information

The value obtained for the test statistic, z, in one-meanz-test.
The tests have been specified to be left-tailed, right-tailed and two-tailed respectively.

02

Step 2. Solving for a. 

The test static,z=-1.25{"x":[[4,32,32,5,5,32],[5,32],[51,78],[52,78],[99,119],[133,148,149,149],[161],[174,175,185,199,204,196,184,173,174,203],[241,213,213,212,213,222,234,240,241,240,235,216,211]],"y":[[51,51,51,115,116,116],[87,87],[73,73],[95,94],[83,83],[31,9,10,115],[115],[30,16,9,11,26,51,86,116,116,116],[9,9,9,51,51,48,51,63,88,107,116,116,97]],"t":[[0,0,0,0,0,0],[0,0],[0,0],[0,0],[0,0],[0,0,0,0],[0],[0,0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0,0,0,0,0]],"version":"2.0.0"} , which is left-tailed test.
P-value =P(Zz)

=P(Z-1.25)

=0.1056
The P-value is 0.1056, which is greater than5% level of significance.
That is, P-value>α=0.05.
Thus, we fail to reject our null hypothesisH0.
Therefore, the data does not provide sufficient evidence to reject the null hypothesis in favor of the alternative hypothesis or not at the 5%significance level.
03

Step 3. Solving for b.

The test static,z=2.36 , which is right-tailed test.
P-value =P(Zz)

=P(Z2.36)

=1-P(Z<2.36)

=1-0.9909

role="math" localid="1651239866313" =0.0091
The P-value is 0.0091, which is less than5% level of significance.
That is, P-value<α=0.05.
Thus, we reject our null hypothesisH0.
Therefore, the data does provide sufficient evidence to reject the null hypothesis in favor of the alternative hypothesis or not at the5%significance level.
04

Step 4. Solving for c.

The test static, z=1.83, which is two-tailed test.

P-value=2P(Zz)
role="math" localid="1651240615811" =2P(Z1.83)

=2[1-P(Z<1.83)]

=2[1-0.9664]

=2(0.0336)

=0.0672

The P-value is 0.0672, which is greater than 5%level of significance.That is, P-valuerole="math" localid="1651240116209" >α=0.05.
Thus, we fail to reject our null hypothesisH0.
Therefore, the data does not provide sufficient evidence to reject the null hypothesis in favor of the alternative hypothesis or not at the5% significance level.

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