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Multicollinearity Is Present If the Dependent Variable Is Linearly Related

question 129

True/False

Multicollinearity is present if the dependent variable is linearly related to one of the explanatory variables.


Definitions:

Basic Research

Investigation and study conducted to increase fundamental knowledge and understanding of physical, chemical, or functional mechanisms, without immediate practical application.

Temporal Precedence

A principle in establishing causation indicating that the cause must occur before the effect.

Covariation

The measure of how much two variables change together, indicating the extent to which they are associated.

Alternative Explanations

Entails considering different reasons or theories that could explain observed data or phenomena, beyond the primary hypothesis.

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