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Even Though Logistic Regression Does Not Require the Adherence to Any

question 18

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Even though logistic regression does not require the adherence to any assumptions about the distribution of predictor variables, several problems may occur if too few cases relative to the number of predictor variables exist in the data.


Definitions:

Conditional Distribution

the probability distribution of a subset of variables given the values of other variables.

Blood Pressure

the force exerted by circulating blood on the walls of blood vessels.

Age Group

A range of ages into which individuals are grouped for statistical analysis based on similarities in their age.

Conditional Distribution

The distribution of a subset of data, given the occurrence of a certain condition, revealing patterns contingent on specified criteria.

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