Imagine we were trying to predict whether someone will pass (score = 1), or fail (score = 0) their driving test based on: (1) the number of hours of lessons they'd had; (2) whether or not they owned a car; (3) how many previous tests they had taken; and (4) their score on a test of spatial awareness. What analysis could we use on these data?
A)Multinomial logistic regression
B)Bimodal logistic regression
C)Binary logistic regression
D)Multiple regression

Question

Quizplus · Accepted Answer

Binary logistic regression is the appropriate analysis method for predicting a binary outcome (pass/fail) based on multiple predictors (hours of lessons, car ownership, previous tests taken, spatial awareness score).

Imagine We Were Trying to Predict Whether Someone Will Pass