In: Statistics and Probability
In a study to evaluate drug efficacy, the manufacturer of a new
type of generic drug for treating a
disease wants to investigate the effectiveness of this generic drug
as compared to the traditional
brand name drug, At the present time, the brand name drug is the
only approved treatment for the
disease. Patients diagnosed with the disease have low concentration
of a specific factor in their
blood. Treatment with the brand name drug will result in an
increase in the concentration of the
specific factor in the blood. An experiment is conducted in which
10 patients currently with the
disease are randomly assigned to receive either the generic drug or
the brand name drug for a
period of 9 months. After 9 months have elapsed, a measure of the
concentration level of the
specific factor in the blood is obtained for each patient. The
results are shown in Table Q1.
Brand name drug | 11 | 9 | 8 | 10 | 10 |
Generic drug | 9 | 8 | 7 | 9 | 8 |
(a) At a 5 % level of significance, apply a two-sample t test to
determine whether there is
any difference in the concentration levels between brand name drug
and generic drug.
Comment on the results.
(b) Construct a 90 % confidence interval for the difference in the
mean concentration
levels between brand name drug and generic drug.
(c) Suppose now the manufacturer wishes to demonstrate whether the
concentration level
of brand name drug exceeds that of generic drug by more than 1,
apply a two-sample t
test to analyze the problem based on 1 % level of significance.
Please show workings and do not use excel to generate answer.