In: Statistics and Probability
Suppose that we have developed a new drug for critically ill patients. In the control group of 36 patients, given a placebo, the average time to release from the ICU was 12.8 days. In the group of 50 patients that we gave our experimental drug, the average time to release from the ICU was 12.1 days. Assuming both populations had the same standard deviation of 3.6 days and the same proportion of recoveries, would you say there is evidence of the drug's effectiveness at a 5% significance level? SHOW WORK!!
The alternative hypothesis for this test is :
The distribution (choose from Z, T, X^2, or F) for this test is
The critical value for this test is
The test value for this test is
Based on this information, we (choose reject or fail to reject) the null hypothesis
Based on this we (choose from do or do not) have evidence that this drug is effective.
using excel>addin>phstat>two sample test
we have
Pooled-Variance t Test for the Difference Between Two Means | |
(assumes equal population variances) | |
Data | |
Hypothesized Difference | 0 |
Level of Significance | 0.05 |
Population 1 Sample | |
Sample Size | 36 |
Sample Mean | 12.8 |
Sample Standard Deviation | 3.6 |
Population 2 Sample | |
Sample Size | 50 |
Sample Mean | 12.1 |
Sample Standard Deviation | 3.6 |
Intermediate Calculations | |
Population 1 Sample Degrees of Freedom | 35 |
Population 2 Sample Degrees of Freedom | 49 |
Total Degrees of Freedom | 84 |
Pooled Variance | 12.9600 |
Standard Error | 0.7869 |
Difference in Sample Means | 0.7000 |
t Test Statistic | 0.8896 |
Upper-Tail Test | |
Upper Critical Value | 1.6632 |
p-Value | 0.1881 |
Do not reject the null hypothesis |
The distribution for this test is t distributionThe alternative hypothesis for this test is : Ha: u1 > u2
The critical value for this test is 1.6632
The test value for this test is 0.8896
Based on this information, we fail to reject the null hypothesis
Based on this we do not have evidence that this drug is effective.