What makes the interpretation of conditional effects extra challenging in logistic regression?
A) It is not possible to model interaction effects in logistic regression
B) The results must be raised by its natural logarithm
C) The conditional effect is dependent on the values of all X-variables
D) The maximum likelihood estimation makes the results unstable

Question

Quizplus · Accepted Answer

In logistic regression, the interpretation of conditional effects is challenging because the effect of one predictor on the outcome is dependent on the values of other predictors, due to the non-linear nature of the logistic function.

What Makes the Interpretation of Conditional Effects Extra Challenging in Logistic