Problem 2. Use logistic regression to analyze the following data set to determine the effect of treatment, covariate, and covariate-by-treatment interaction. Interpret all results. The drug is supposed to prevent sudden death from heart disease. Y-died of heart disease (yes/no) T-treatment (1-drug, 0-placebo) Z-cholesterol (covariate) YT Z 50 1 1 60 1 1 70 0 1 80 0 1 90 0 1 180 1 1 100 1 1 90 0000. 1 150 1 110 1 120 1 100 1 1 50 1 1 0000ooo oooo 1000101➖➖ 90 80 70 60 50 50 150 0 120 0 70 0 120 0 130

Calculus For The Life Sciences
2nd Edition
ISBN:9780321964038
Author:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Publisher:GREENWELL, Raymond N., RITCHEY, Nathan P., Lial, Margaret L.
Chapter1: Functions
Section1.2: The Least Square Line
Problem 5E
Question
Problem 2. Use logistic regression to analyze the following data set to determine the
effect of treatment, covariate, and covariate-by-treatment interaction. Interpret all results.
The drug is supposed to prevent sudden death from heart disease.
Y-died of heart disease (yes/no)
T-treatment (1-drug, 0-placebo)
Z-cholesterol (covariate)
YT Z
50
1
1
60
1
1
70
0
1
80
0
1
90
0
1
180
1
1
100
1
1
90
0000.
1
150
1
110
1
120
1
100
1
1
50
1
1
0000ooo oooo
1000101➖➖
90
80
70
60
50
50
150
0
120
0
70
0
120
0
130
Transcribed Image Text:Problem 2. Use logistic regression to analyze the following data set to determine the effect of treatment, covariate, and covariate-by-treatment interaction. Interpret all results. The drug is supposed to prevent sudden death from heart disease. Y-died of heart disease (yes/no) T-treatment (1-drug, 0-placebo) Z-cholesterol (covariate) YT Z 50 1 1 60 1 1 70 0 1 80 0 1 90 0 1 180 1 1 100 1 1 90 0000. 1 150 1 110 1 120 1 100 1 1 50 1 1 0000ooo oooo 1000101➖➖ 90 80 70 60 50 50 150 0 120 0 70 0 120 0 130
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