Binary logistic regression in R

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Introduction


Linear versus logistic regression

Univariate versus multivariate logistic regression


Data

Binary logistic regression in R


Univariate binary logistic regression


Quantitative independent variable

Qualitative independent variable


Multivariate binary logistic regression

Interaction

Model selection

Quality of a model


Validity of the predictions


Accuracy

Sensitivity and specificity


AUC and ROC curve


Reporting ...


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