The problem of collinearity occurs when
A)there is an influential observation in the data set.
B)at least one predictor var.has a nonlinear relationship with the response variable.
C)two or more predictor variables are linearly related to each other.
D)more than one predictor variable is linearly related to the response variable.
E)none of these

Question

Quizplus · Accepted Answer

The problem of collinearity occurs when two or more predictor variables are linearly related to each other, which can make it difficult to determine the individual effect of each predictor on the response variable.

The Problem of Collinearity Occurs When