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Without a statistical model, studying patterns such as the relationship between age and occurrence of a disease, for example, would require the creation of arbitrary age groups to allow estimation of disease prevalence as a function of age.

comparison of strategies for validating binary logistic regression models-6comparison of strategies for validating binary logistic regression models-51

En la creación de modelos de predicción, en la medida de lo posible se debe evaluar estas mismas medidas en una población diferente.

In this review, we summarize the differences and similarities of these models from a technical point of view, and compare them with other machine learning algorithms.

We provide considerations useful for critically assessing the quality of the models and the results based on these models.

The variable to be explained is called the dependent (or response) variable.

When the dependent variable is binary, the medical literature refers to it as an outcome (or endpoint).

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