MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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A clinical trial was conducted to test the efficacy of different vitamin supplements (namely, Vitamin E) in preventing visual loss in patients with retinitis pigmentosa (RP).

Visual loss was measured by loss of retinal function as characterized by a 50% decline in the electroretinogram (ERG) 30 Hz amplitude, a measure of the electrical activity in the retina. In normal people, the normal range for ERG 30 Hz amplitude is  (microvolts). In patients with RP, ERG 30 Hz amplitude is usually  and is often . Approximately 50% of patients with ERG 30 Hz amplitudes near  are legally blind compared with <10% of patients whose ERG 30 Hz amplitudes are near  (the average ERG amplitude for patients in this clinical trial).

Patients in the study were randomized to one of two treatment groups. The first group received high-dose (400 IU) vitamin E supplements. The second group received low-dose (3 IU - trace amount) Vitamin E supplements.

Patients were enrolled in 1984-1987, and follow-up was terminated in September 1991. Because follow-up was terminated at the same point in chronological time, the period of follow-up differed for each patient. Patients who entered early in the study were followed for 6 years, whereas patients who enrolled later in the study were followed for 4 years. In addition, some patients dropped out of the study before September 1991 and had not failed. Dropouts were due to death, other disease, side effects possibly due to the study medications, or unwillingness to comply (take study medications).

In the following table, we present data from the RP clinical trial described above concerning the effect of high-dose vitamin E (400 IU/day) vs. low-dose vitamin E (3 IU/day) on survival (where failure is loss of at least 50% of initial ERG 30 Hz amplitude). Note that survival in the context of this problem is a patient losing less than 50% of initial ERG 30 Hz amplitude.

400 IU of vitamin E daily

Fail

Censored

Survive

Total

0-1 year

7

3

170

180

1-2 year

9

2

159

170

2-3 year

22

2

135

159

3-4 year

24

27

84

135

4-5 year

13

32

39

84

5-6 year

11

28

0

39

 

3 IU of vitamin E daily

Fail

Censored

Survive

Total

0-1 year

4

1

169

174

1-2 year

10

3

156

169

2-3 year

14

1

141

156

3-4 year

16

27

98

141

4-5 year

15

34

49

98

5-6 year

7

42

0

49

 

 

Problem 1

Estimate the hazard function by year for each group.

Problem 2

Estimate the survival probability by year for each group.

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