In: Statistics and Probability
Researchers conducted a study to determine whether magnets are effective in treating back pain. The results are shown in the table for the treatment (with magnets) group and the sham (or placebo) group. The results are a measure of reduction in back pain. Assume that the two samples are independent simple random samples selected from normally distributed populations, and do not assume that the population standard deviations are equal. Complete parts (a) and (b) below. Use a 0.05 significance level for both parts
Treatment Placebo
μ μ1 μ2
n 21 21
x 0.49 0.44
s 0.64 1.43
a. Test the claim that the two samples are from populations with the same mean.
What are the null and alternative hypotheses?
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
The test statistic, t, is _____. (Round to two decimal places as needed.)
The P-value is _____. (Round to three decimal places as needed.)
State the conclusion for the test.
(1)_____ the null hypothesis. There (2)_____ sufficient evidence to support the claim that those treated with magnets have a greater mean reduction in pain than those given a sham treatment. Is it valid to argue that magnets might appear to be effective if the sample sizes are larger? Since the (3)_____ for those treated with magnets is (4) _____ the sample mean for those given a sham treatment, it (5)_____ valid to argue that magnets might appear to be effective if the sample sizes are larger.
(1) Reject
Fail to reject
(2) is not
is
(3) sample mean
sample standard deviation
(4) less than
greater than
equal to
(5) is not
is
b. Construct a confidence interval suitable for testing the claim that those treated with magnets have a greater mean reduction in pain than those given a sham treatment.
_____<μ1−μ2<_____ (Round to three decimal places as needed.)