The same friend has produced another list. Which of the following is true about logistic regression?
A) It estimates values in the outcome variable.
B) It estimates a probability that the outcome variable assumes a certain value.
C) It estimates probabilities in the outcome variable.
D) It estimates the probabilities that the predictor variables assume certain values.

Question

Quizplus · Accepted Answer

Logistic regression estimates the probability that the outcome variable assumes a certain value, typically between 0 and 1. It can be used to model binary outcomes (i.e. yes/no or success/failure) or multiple categories (i.e. low/medium/high). It does not estimate actual values in the outcome variable (A), nor does it estimate probabilities in the predictor variables (D).

The Same Friend Has Produced Another List