In: Statistics and Probability
Use the given statistics to complete parts (a) and (b). Assume that the populations are normally distributed.
(a) Test whether μ1> μ2 at the alphaα=0.05 level of significance for the given sample data.
(b) Construct a 99% confidence interval about μ1−μ2
population1 | population2 | |
n | 21 | 19 |
x bar | 48.5 | 42.3 |
s | 7.1 | 11.9 |
(a) Identify the null and alternative hypotheses for this test.
A. H0: μ1 =μ2
H1: μ1<μ2
B.H0:μ1 < μ2
H1:μ1=μ2
C. H0:μ1>μ2
H1:μ1= μ2
D. H0: μ1≠ μ2
H1: μ1= μ2
E. H0: μ1= μ2
H1:μ1> μ2
F. H0: 1μ =μ2
H1:μ1 ≠μ2
Find the test statistic for this hypothesis test.
(Round to two decimal places as needed.)
Determine the P-value for this hypothesis test.
(Round to three decimal places as needed.)
State the conclusion for this hypothesis test.
A.Do not rejectThere is not is not sufficient evidence at the alphaα=0.05 level of significance to conclude that μ1>μ2.
B. Reject Upper H0. There is not is not sufficient evidence at the alphaα=0.05 level of significance to conclude that μ1> μ2.
C. Do not reject Upper H0. There is sufficient evidence at the alphaα =0.05 level of significance to conclude that μ1>μ2.
D.Reject Upper H0. There is sufficient evidence at the alphaα=0.05level of significance to conclude that
μ1> μ2.
(b) The 99% confidence interval about μ1− μ2 is the range from a lower bound of nothing to an upper bound of
nothing.
(Round to three decimal places as needed.)
Solution:
(a) Identify the null and alternative hypotheses for this test.
Answer:
E.
Find the test statistic for this hypothesis test.
Answer: The test statistic is given below:
Therefore, the test statistic is
Determine the P-value for this hypothesis test.
Answer: The P-value is given below:
State the conclusion for this hypothesis test.
Answer: D. Reject Upper . There is sufficient evidence at the alpha α=0.05 level of significance to conclude that μ1> μ2.
(b) Construct a 99 % confidence interval about μ1−μ2
Answer: We can use TI 84 to find the 99% confidence for the given data. The steps are as follows:
Step 1: Press STAT Key and then scroll right to TESTS
Step 2: Scroll down to 2-SampTInt... and scroll right to Stats and type:
C-Level : 0.99
Pooled: No
Calculate.
Therefore, the 99% confidence interval about μ1− μ2 is the range from a lower bound of -2.457 to an upper bound of 14.857.