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.

---

Definitions:

Interest Expense

The cost incurred by an entity for borrowed funds, typically reported on the income statement.

Profit Margin

A financial metric indicating the percentage of revenue that remains as profit after all expenses are deducted.

Income Tax Rate

The percentage at which an individual or corporation is taxed on their income.

Net Income

Net Income is the total profit of a company after all expenses have been deducted from revenues.