In the presence of multicollinearity, you should avoid making inferences about the parameters
based on the t-tests.

Name: In the presence of multicollinearity, you should avoid making inferences about the parameters based on the t-tests.
Brand: Quizplus
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Question

Quizplus · Accepted Answer

Multicollinearity among predictors in a regression model can inflate the variance of the coefficient estimates, leading to unreliable t-tests and making it difficult to assess the individual effect of each predictor accurately.

In the Presence of Multicollinearity, You Should Avoid Making Inferences