Which of the Following Sentences Regarding Logistic Regression Is False

question 7

Multiple Choice

Which of the following sentences regarding logistic regression is false?

• A)The linearity assumption is the same as for linear regression.
• B)In logistic regression we assume the same things as ordinary regression.
• C)If the outcome variable can be predicted perfectly from one predictor variable (or a combination of predictor variables) then we have complete separation.
• D)Violating the assumption of independence can cause overdispersion.

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Definitions:

Sex-Linked Traits

Characteristics determined by genes located on the sex chromosomes, often leading to traits that differ between males and females.

Offspring

The product of reproduction of a new organism produced by one or more parents.

Genes

Units of heredity made up of DNA that influence characteristics and are passed from parents to offspring.

Blood Types

Classifications of human blood based on the presence or absence of antibodies and inherited antigenic substances on the surface of red blood cells.