What does it mean when the VIF (Variance Inflation Factor) of a variable is high in linear regression model? Answer Choices: a) The information explained through that variable is not being explained by other X variables given in that model. b) The information explained through that variable is already being explained by other X variables in that model. c) The model is useless. d) None of the above. Answer D

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
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What does it mean when the VIF (Variance Inflation Factor) of a variable is high in linear
regression model?
Answer Choices:
a) The information explained through that variable is not being explained by other X
variables given in that model.
b) The information explained through that variable is already being explained by
other X variables in that model.
c) The model is useless.
d) None of the above.
Answer
A
D
B.
Transcribed Image Text:What does it mean when the VIF (Variance Inflation Factor) of a variable is high in linear regression model? Answer Choices: a) The information explained through that variable is not being explained by other X variables given in that model. b) The information explained through that variable is already being explained by other X variables in that model. c) The model is useless. d) None of the above. Answer A D B.
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