Linear dependence.
Role of the constant term.
Does not equal 100% correlations.
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Overview Correlation Covariance Endogenous Exogenous Heteroskedasticity Homoskedasticity Multicollinearity
The Best Case Scenario: Assumptions
Violations of the Assumptions: Regressors