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.

Question

Quizplus · Accepted Answer

Logistic regression does not assume linearity between the dependent and independent variables, unlike linear regression. Instead, it models the probability of the dependent variable as a function of the independent variables using a logistic function.

Which of the Following Sentences Regarding Logistic Regression Is False