In: Statistics and Probability
A study was done using a treatment group and a placebo group. The results are shown in the table. 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 0.10 significance level for both parts. Treatment Placebo mu mu 1 mu 2 n 32 37 x overbar 2.36 2.67 s 0.51 0.89 a. Test the claim that the two samples are from populations with the same mean. What are the null and alternative hypotheses? A. Upper H 0: mu 1equalsmu 2 Upper H 1: mu 1greater thanmu 2 B. Upper H 0: mu 1less thanmu 2 Upper H 1: mu 1greater than or equalsmu 2 C. Upper H 0: mu 1not equalsmu 2 Upper H 1: mu 1less thanmu 2 D. Upper H 0: mu 1equalsmu 2 Upper H 1: mu 1not equalsmu 2 The test statistic, t, is nothing. (Round to two decimal places as needed.) The P-value is nothing. (Round to three decimal places as needed.) State the conclusion for the test. A. Fail to reject the null hypothesis. There is not sufficient evidence to warrant rejection of the claim that the two samples are from populations with the same mean. B. Reject the null hypothesis. There is sufficient evidence to warrant rejection of the claim that the two samples are from populations with the same mean. C. Reject the null hypothesis. There is not sufficient evidence to warrant rejection of the claim that the two samples are from populations with the same mean. D. Fail to reject the null hypothesis. There is sufficient evidence to warrant rejection of the claim that the two samples are from populations with the same mean. b. Construct a confidence interval suitable for testing the claim that the two samples are from populations with the same mean. nothingless thanmu 1 minus mu 2less than nothing (Round to three decimal places as needed.)
Ho:μ1=μ2 | ||
Ha: μ1≠μ2 |
std error =√(S21/n1+S22/n2)= | 0.172 | |
test stat t =(x1-x2-Δo)/Se = | -1.80 | |
p value : = | 0.081 |
B. Reject the null hypothesis. There is sufficient evidence to warrant rejection of the claim that the two samples are from populations with the same mean.
b)
Point estimate of differnce =x1-x2 = | -0.310 | ||
for 90 % CI & 31 df value of t= | 1.696 | ||
margin of error E=t*std error = | 0.291 | ||
lower bound=mean difference-E = | -0.60 | ||
Upper bound=mean differnce +E = | -0.02 | ||
from above 90% confidence interval for population mean =(-0.601,-0.019) |