Use Simple Binary Logistic Regression to display the relationship between one continuous predictor and a binary response. A binary response has two outcomes, such as pass and fail.

For example, a medical researcher wants to examine the relationship between the age that a patient suffers a myocardial infarction and whether the patient has a favorable or an unfavorable outcome after treatment. Because the response is a binary variable and there is only one predictor, the researcher uses a simple binary logistic regression.

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- If you have more than one predictor, use Binary Logistic Regression.
- If you have a continuous response, use Simple Regression.