Cox Regression vs Linear and Logistic Regression (Stata) | Which One is better? When Use every One?

👉Topic:
If you have a dataset with some independent variables and two dependent variables, Which regression do you fit?
1- Cox regression
2- Linear regression
3- Logistic regression
4- It's belongs to aims of the study.
📢Steps: This tutorial use a real dataset and has 4 Steps:
1- Fit linear regression in Stata program with menu and code. Also compute AIC criteria.
2- Fit logistic regression in Stata program with menu and code. Also compute AIC criteria.
3- Fit Cox regression in Stata program with menu and code. Also compute AIC criteria.
4- Comparison results of three regression especially with AIC criteria.
Finally, we conclude when we use every regression and for our dataset, which one of regressions preferred.
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👉 Links:
1- Link to dataset:
web1.sph.emory.edu/dkleinb/su...
2- Link to description dataset:
web1.sph.emory.edu/dkleinb/al...
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With a medical degree, I am well-versed in medical and clinical topics 💪💪💪 and have served researchers in this field for at least 5 years.
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