In: Statistics and Probability
2. A clinical trial is conducted to evaluate the efficacy of a new drug for prevention of hypertension in patients with pre-hypertension (defined as systolic blood pressure between 120–139 mmHg or diastolic blood pressure between 80–89 mmHg). A total of 20 patients are randomized to receive the new drug or a currently available drug for treatment of high blood pressure. Participants are followed for up to 12 months, and time to progression to hypertension is measured. The experiences of participants in each arm of the trial are shown below.
New Drug |
Currently Available Drug |
|||
Hypertension |
Free of Hypertension |
Hypertension |
Free of Hypertension |
|
7 |
8 |
6 |
8 |
|
8 |
8 |
7 |
9 |
|
10 |
8 |
9 |
11 |
|
9 |
10 |
11 |
||
11 |
11 |
12 |
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12 |
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12 |
Estimate the survival (time to progression to hypertension) functions for each treatment group using the Kaplan-Meier approach.
New Drug
Complete the table below.
Time, Months |
Number at Risk Nt |
Number of Events (Hypertension) Dt |
Number Censored Ct |
Survival Probability St+1 = St*((Nt-Dt)/Nt) |
0 |
10 |
|||
7 |
||||
8 |
||||
9 |
||||
10 |
||||
11 |
||||
12 |
Currently Available Drug
Complete the table below.
Time, Weeks |
Number at Risk Nt |
Number of Events (Hypertension) Dt |
Number Censored Ct |
Survival Probability St+1 = St*((Nt-Dt)/Nt) |
0 |
10 |
|||
6 |
||||
7 |
||||
8 |
||||
9 |
||||
10 |
||||
11 |
||||
12 |
To answer the question as to whether or not there is a difference in time to progression, a Chi square statistic is computed. The critical value for rejection of the null hypothesis is 3.84. The computed Chi square is 0.335.
Based on comparing the computed Chi square and the critical Chi square, which of the following is (are) true?
The hazard ratio risk of progression to hypertension is 0.658. Based on this computation, which of the following is (are) true?