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Binary logistic regression is a logistic regression that applies to binary (0,1) variables (e.g. live or die, fail or pass...). Binary logistic regression is used to predict and model 0,1 problems in medicine, BI and many more fields. The reason logistic regression is preferred by many researchers is that it allows one to see the effect every variable has on the model in contrast to black boxed models such as neural networks.

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Binary logistic regression is a statistical method used to model the relationship between a categorical dependent variable with two levels and one or more independent variables. It estimates the probability that an observation belongs to one of the two categories based on the values of the independent variables. The output is in the form of odds ratios, which describe the influence of the independent variables on the probability of the outcome.

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Q: What is binary logistic regression?
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