In Logistic Regression, the Difference Between a Fitted Model and the Saturated

question 23

Multiple Choice

In logistic regression, the difference between a fitted model and the saturated model can be measured with what test?

• A) Deviance
• B) Pearson
• C) Hosmer-Lemeshow
• D) All of the choices are correct.

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Definitions:

Heritability

The proportion of observed variation in a particular trait that can be attributed to inherited genetic factors in a population.

Genetic Basis

The underlying genetic components and mechanisms that contribute to a specific trait, behavior, or condition in an organism.

Phenotypic Variation

Refers to the differences in physical appearance and physiological traits among individuals of the same species, caused by genetic and environmental factors.

Expected Frequency

The predicted count of occurrences of a particular event or trait in a population based on probability data or genetic models.