Testing the Assumptions for Binary Logistic Regression using SPSS

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Binary logistic regression is the statistical technique used to predict the relationship between the dependent variable (Y) and the independent variable (X), where the dependent variable is binary in nature.

Independence of observations.
Categories of the outcome variable must be mutually exclusive and exhaustive.
Linear relationship between continuous variables and the logit transformation of the outcome variable.

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